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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB3GAP1 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
18.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 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.
RAB3GAP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.0
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
38.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
38.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
RAB3GAP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB3GAP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.0
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
42.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
