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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.
VPS26B 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
19.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
VPS26B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.9
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
38.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
33.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
VPS26B 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
VPS26B 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
21.9
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
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Tumor
-0.1
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Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
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Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
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Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
