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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.
DVL2 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
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
DVL2 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
DVL2 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
11.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DVL2 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
15.8
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
1.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.9
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
963fc8db-f412-4427-a198-23f660_D2
Normal
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.8
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-1.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-1.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-1.6
b2400046-1d25-429d-a821-6040a6
Tumor
-3.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
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.