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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.
NUDT16 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
NUDT16 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
17.2
Number of samples
486
Samples
Sample
Description
TPM
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
NUDT16 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
NUDT16 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.1
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
