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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.
NUDT9 is potential prognostic, high expression is favorable 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
21.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
49.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
38.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
NUDT9 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
17.1
Number of samples
486
Samples
Sample
Description
TPM
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
NUDT9 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
31.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT9 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
122.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_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
