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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.
TRAPPC8 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
TRAPPC8 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAPPC8 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
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
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.
TRAPPC8 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
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Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.9
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-1.0
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
