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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.
UEVLD 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
9.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
UEVLD 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
UEVLD 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
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
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.
UEVLD 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
44.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
