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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.
VAMP7 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
21.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
54.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
47.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
42.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
39.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
34.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
VAMP7 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
20.6
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
52.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
40.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.6
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.
VAMP7 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
23.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
70.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
49.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
39.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
36.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
34.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.1
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.
VAMP7 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
20.7
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
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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
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.8
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.7
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
