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.
CORO2A 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
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
43.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
CORO2A 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
22.5
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
90.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
82.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
67.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
58.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
54.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
54.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
52.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
52.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
51.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
47.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
47.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
46.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
45.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
43.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
42.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
41.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
39.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
6.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
5.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
CORO2A 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
14.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.0
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.
CORO2A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.0
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
54.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
47.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.0
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.