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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AGPS 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
13.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
AGPS is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.9
Number of samples
486
Samples
Sample
Description
TPM
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
63.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
52.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
51.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
48.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
47.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
46.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
44.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
43.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
43.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
41.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AGPS 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
13.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AGPS 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
24.8
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
48.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
44.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
