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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.
NUDT2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
53.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
53.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
50.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
49.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
46.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
44.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
43.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
43.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
43.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
43.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
42.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
41.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
41.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
39.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
36.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
34.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
32.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
32.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
25.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 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.
NUDT2 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
5.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
5.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
5.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
NUDT2 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
21.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
85.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
73.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
62.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
45.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
37.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
35.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
14.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 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.
NUDT2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
6.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
6.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
5.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
5.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
4.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
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Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
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Normal
0.5
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Normal
0.4
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Tumor
0.4
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Tumor
0.4
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Normal
0.3
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Normal
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
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Normal
0.3
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Tumor
0.3
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Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
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Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
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Normal
0.3
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Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
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Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Normal
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Normal
-0.5
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Normal
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Normal
-0.5
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Tumor
-0.6
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Normal
-0.6
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Tumor
-0.6
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Tumor
-0.6
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Normal
-0.6
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Tumor
-0.6
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Tumor
-0.7
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Tumor
-0.8
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Normal
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
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
