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Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes
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 A(1c) (A(1)C) levels...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5333082/ https://www.ncbi.nlm.nih.gov/pubmed/28251996 http://dx.doi.org/10.1038/srep43203 |
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author | Cho, Seong Beom Koh, InSong Nam, Hye-Young Jeon, Jae-Pil Lee, Hong Kyu Han, Bok-Ghee |
author_facet | Cho, Seong Beom Koh, InSong Nam, Hye-Young Jeon, Jae-Pil Lee, Hong Kyu Han, Bok-Ghee |
author_sort | Cho, Seong Beom |
collection | PubMed |
description | 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 A(1c) (A(1)C) 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 A(1)C and OGTT. We believe that these results could provide invaluable information for developing strategies for the management of diabetes. |
format | Online Article Text |
id | pubmed-5333082 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-53330822017-03-06 Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes Cho, Seong Beom Koh, InSong Nam, Hye-Young Jeon, Jae-Pil Lee, Hong Kyu Han, Bok-Ghee Sci Rep Article 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 A(1c) (A(1)C) 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 A(1)C and OGTT. We believe that these results could provide invaluable information for developing strategies for the management of diabetes. Nature Publishing Group 2017-03-02 /pmc/articles/PMC5333082/ /pubmed/28251996 http://dx.doi.org/10.1038/srep43203 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Cho, Seong Beom Koh, InSong Nam, Hye-Young Jeon, Jae-Pil Lee, Hong Kyu Han, Bok-Ghee Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes |
title | Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes |
title_full | Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes |
title_fullStr | Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes |
title_full_unstemmed | Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes |
title_short | Mitochondrial DNA copy number augments performance of A(1)C and oral glucose tolerance testing in the prediction of type 2 diabetes |
title_sort | mitochondrial dna copy number augments performance of a(1)c and oral glucose tolerance testing in the prediction of type 2 diabetes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5333082/ https://www.ncbi.nlm.nih.gov/pubmed/28251996 http://dx.doi.org/10.1038/srep43203 |
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