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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.
VPS39 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
VPS39 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
24.5
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
45.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VPS39 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
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VPS39 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
23.4
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
42.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-2.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
