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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.
TUT1 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
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TUT1 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
11.1
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
6.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
5.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TUT1 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
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
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.
TUT1 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
5.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
4.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.9
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_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.
The Human Protein Atlas project is funded
