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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.
VWA5A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
48.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
44.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
41.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
40.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
VWA5A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.3
Number of samples
486
Samples
Sample
Description
TPM
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
71.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
62.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
55.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
55.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
53.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
53.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
52.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
50.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
47.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
42.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
40.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
39.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
37.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
37.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
35.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
33.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
VWA5A 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
13.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
43.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
25.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 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.
VWA5A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.9
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
54.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
45.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
43.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
43.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
39.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
36.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
35.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
