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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.
TRAPPC11 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
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
TRAPPC11 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
18.9
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAPPC11 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
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
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.
TRAPPC11 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
17.5
Number of samples
207
Samples
Sample
Description
TPM
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.