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Mitochondrial DNA copy number augments performance of A1C and oral glucose tolerance testing in the prediction of type 2 diabetes
- Source :
- Scientific Reports
- Publication Year :
- 2017
- Publisher :
- Nature Publishing Group, 2017.
-
Abstract
- Here, we tested the performance of the mitochondrial DNA copy number (mtDNA-CN) in predicting future type 2 diabetes (n = 1108). We used the baseline clinical data (age, sex, body mass index, waist-to-hip ratio, systolic and diastolic blood pressure) and the mtDNA-CN, hemoglobin A1c (A1C) levels and results of oral glucose tolerance test (OGTT) including fasting plasma glucose, 1-hour glucose, and 2-hour glucose levels, to predict future diabetes. We built a prediction model using the baseline data and the diabetes status at biannual follow-up of 8 years. The mean area under curve (AUC) for all follow-ups of the full model including all variables was 0.92 ± 0.04 (mean ± standard deviation), while that of the model excluding the mtDNA-CN was 0.90 ± 0.03. The sensitivity of the f4ull model was much greater than that of the model not including mtDNA-CN: the mean sensitivities of the model with and without mtDNA-CN were 0.60 ± 0.06 and 0.53 ± 0.04, respectively. We found that the mtDNA-CN of peripheral leukocytes is a biomarker that augments the predictive power for future diabetes of A1C and OGTT. We believe that these results could provide invaluable information for developing strategies for the management of diabetes.
- Subjects :
- 0301 basic medicine
Oncology
Adult
Male
medicine.medical_specialty
Mitochondrial DNA
DNA Copy Number Variations
030209 endocrinology & metabolism
Type 2 diabetes
Biology
Bioinformatics
DNA, Mitochondrial
Sensitivity and Specificity
Article
Decision Support Techniques
03 medical and health sciences
0302 clinical medicine
Internal medicine
Diabetes mellitus
medicine
Humans
Glycated Hemoglobin
Glucose tolerance test
Multidisciplinary
medicine.diagnostic_test
Glucose Tolerance Test
Middle Aged
medicine.disease
030104 developmental biology
Blood pressure
Diabetes Mellitus, Type 2
Biomarker (medicine)
Female
Hemoglobin
Body mass index
Follow-Up Studies
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....49b53c7e3403c92d65a9f44ac62b3ef2
- Full Text :
- https://doi.org/10.1038/srep43203