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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.
NUDT15 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
28.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
98.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
75.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
70.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
61.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
59.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
57.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
57.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
56.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
56.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
56.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
55.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
55.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
55.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
53.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
51.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
49.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
48.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
47.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
47.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
46.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
45.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
44.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
43.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
43.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
42.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
42.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
42.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
41.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
39.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
38.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
36.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
36.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
36.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
34.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
33.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
NUDT15 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
21.2
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
102.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
52.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
51.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
48.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
45.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
44.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
42.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
41.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
41.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
38.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT15 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
30.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
89.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
59.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
55.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
50.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
50.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
49.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
49.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
48.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
48.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
46.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
45.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
43.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
42.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
38.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
37.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
37.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
35.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
35.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
33.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
33.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
33.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUDT15 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
20.8
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
71.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
55.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
54.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
54.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
45.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
40.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
2.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.9
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-1.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-1.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
