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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.
VPS16 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
16.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
45.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
43.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
VPS16 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
15.4
Number of samples
486
Samples
Sample
Description
TPM
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
VPS16 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
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
37.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VPS16 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
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
