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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.
VBP1 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
39.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
91.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
91.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
87.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
85.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
85.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
84.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
81.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
74.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
74.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
73.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
69.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
68.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
66.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
64.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
64.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
63.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
63.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
62.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
60.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
59.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
59.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
59.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
58.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
58.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
58.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
58.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
57.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
56.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
56.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
56.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
56.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
55.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
55.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
55.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
54.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
54.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
54.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
54.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
53.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
52.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
52.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
51.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
51.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
51.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
51.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
50.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
50.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
49.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
49.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
49.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
48.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
48.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
48.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
48.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
47.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
47.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
47.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
47.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
46.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
45.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
45.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
45.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
45.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
45.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
45.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
45.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
44.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
44.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
44.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
43.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
43.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
43.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
43.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
42.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
42.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
41.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
40.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
40.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
40.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
40.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
39.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
39.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
39.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
39.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
38.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
37.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
37.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
36.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
36.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
36.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
34.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
34.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
34.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
33.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
31.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
28.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
28.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
27.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
VBP1 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
23.1
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
84.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
63.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
62.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
62.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
60.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
55.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
55.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
47.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
46.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
40.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
39.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VBP1 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
43.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
102.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
97.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
81.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
75.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
73.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
72.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
71.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
68.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
65.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
64.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
63.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
62.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
60.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
60.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
56.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
56.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
56.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
56.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
56.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
54.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
53.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
53.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
52.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
51.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
51.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
50.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
50.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
50.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
49.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
48.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
48.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
47.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
47.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
46.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
45.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
45.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
44.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
37.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
35.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.2
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.
VBP1 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
20.3
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
50.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
39.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.9
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.2
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
