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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.
VAMP2 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
21.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
52.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
51.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
49.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
46.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
46.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
45.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
44.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
42.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
42.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
39.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
38.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
38.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
37.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
36.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
35.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
33.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
32.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
29.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
VAMP2 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
38.4
Number of samples
486
Samples
Sample
Description
TPM
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
76.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
72.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
70.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
68.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
67.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
65.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
65.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
64.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
64.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
64.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
63.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
62.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
61.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
61.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
61.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
61.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
59.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
59.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
59.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
59.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
58.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
56.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
56.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
56.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
56.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
55.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
55.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
55.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
55.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
55.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
55.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
55.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
55.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
54.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
54.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
54.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
54.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
54.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
53.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
53.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
53.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
52.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
52.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
52.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
52.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
51.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
51.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
51.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
51.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
51.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
51.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
51.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
51.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
51.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
51.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
50.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
50.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
50.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
50.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
50.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
50.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
49.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
49.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
49.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
49.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
49.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
48.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
48.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
48.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
48.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
48.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
48.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
48.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
48.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
48.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
47.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
47.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
47.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
47.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
47.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
47.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
46.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
46.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
46.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
46.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
46.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
46.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
46.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
46.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
45.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
45.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
45.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
45.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
45.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
45.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
45.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
45.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
45.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
45.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
44.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
44.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
44.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
44.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
44.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
43.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
43.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
43.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
43.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
43.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
43.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
43.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
43.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
43.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
43.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
43.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
43.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
43.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
42.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
42.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
42.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
42.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
42.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
42.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
42.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
42.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
41.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
41.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
41.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
41.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
41.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
41.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
41.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
41.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
40.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
40.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
40.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
40.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
40.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
40.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
40.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
40.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
39.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
38.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
38.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
38.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
37.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
37.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
37.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
36.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
35.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
VAMP2 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
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
40.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
37.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
36.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
33.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
25.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 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
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
VAMP2 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
37.7
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
82.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
69.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
65.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
63.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
61.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
60.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
60.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
59.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
59.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
59.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
58.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
57.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
57.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
56.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
55.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
55.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
55.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
53.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
53.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
52.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
51.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
51.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
51.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
50.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
50.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
49.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
49.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
49.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
49.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
49.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
49.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
49.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
48.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
48.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
47.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
47.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
47.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
47.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
47.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
47.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
45.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
45.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
45.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
44.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
44.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
44.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
44.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
43.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
43.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
43.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
43.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
43.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
42.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
42.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
41.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
41.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
41.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
41.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
41.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
40.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
40.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
40.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
39.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
39.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
38.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
37.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
37.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
37.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
36.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
36.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
35.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
35.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
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.
The Human Protein Atlas project is funded
