We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
VPS37C is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 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.
VPS37C is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.4
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
VPS37C 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
16.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
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.
VPS37C 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.9
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
