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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.
UBTD2 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
11.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
UBTD2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
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.
UBTD2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.7
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.
UBTD2 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
15.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
2.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
1.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
1.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.9
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.8
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.7
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.8
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.8
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.8
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-1.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-1.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-1.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-1.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-1.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-2.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
