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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.
VPS11 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
VPS11 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
16.6
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VPS11 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
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.
VPS11 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
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Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
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Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
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Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
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Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
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Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
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Normal
0.2
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Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
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Normal
0.1
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Tumor
0.1
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Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
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Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
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Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
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Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
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Normal
0.0
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Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
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Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
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Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
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Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
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Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
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
