We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
COPS7B 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.0
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.
COPS7B 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
12.3
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
COPS7B 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
15.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
COPS7B is potential prognostic, high expression is favorable 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.4
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
