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The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes
The ratio of ApoB/apolipoprotein A1 (ApoA1) has been found to be associated with type 2 diabetes, and it was proposed as a new biomarker for type 2 diabetes predictions. Previous studies have assumed that the association between apoB/apoA1 and type 2 diabetes was linear. However, the linearity assum...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5228702/ https://www.ncbi.nlm.nih.gov/pubmed/28072742 http://dx.doi.org/10.1097/MD.0000000000005834 |
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author | Mao, Yong Xu, Yang Lu, Leihong |
author_facet | Mao, Yong Xu, Yang Lu, Leihong |
author_sort | Mao, Yong |
collection | PubMed |
description | The ratio of ApoB/apolipoprotein A1 (ApoA1) has been found to be associated with type 2 diabetes, and it was proposed as a new biomarker for type 2 diabetes predictions. Previous studies have assumed that the association between apoB/apoA1 and type 2 diabetes was linear. However, the linearity assumption has rarely been examined. In the present study, we aimed to examine whether this association showed a linear trend in a nationally representative population. Participants aged 18 years and over (n = 8220) were selected from the China Health Nutrition Survey (CHNS). We used restricted cubic spline to model the association between ApoB/ApoA1 ratio and type 2 diabetes using logistic regression models. Additionally, we categorized the ApoB/ApoA1 ratio according to quartiles to compare with previous results. Age, gender, education, smoking status, high sensitivity C-reactive protein (hsCRP), lipid, body mass index (BMI), and hypertension were controlled as potential confounders. We found that the association between apoB/apoA1 ratio and type 2 diabetes may be nonlinear after adjusting for multiple potential confounders. Compared with the lowest quartile of apoB/apoA1 ratio, participants in the fourth quartile had a higher odds of type 2 diabetes [odds ratio (OR) = 1.35, 95% confidence interval (CI) = 1.01–1.81]. Our results suggest that, higher apoB/apoA1 ratio was associated with higher prevalence of type 2 diabetes. However, the association may be nonlinear. |
format | Online Article Text |
id | pubmed-5228702 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-52287022017-01-25 The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes Mao, Yong Xu, Yang Lu, Leihong Medicine (Baltimore) 4300 The ratio of ApoB/apolipoprotein A1 (ApoA1) has been found to be associated with type 2 diabetes, and it was proposed as a new biomarker for type 2 diabetes predictions. Previous studies have assumed that the association between apoB/apoA1 and type 2 diabetes was linear. However, the linearity assumption has rarely been examined. In the present study, we aimed to examine whether this association showed a linear trend in a nationally representative population. Participants aged 18 years and over (n = 8220) were selected from the China Health Nutrition Survey (CHNS). We used restricted cubic spline to model the association between ApoB/ApoA1 ratio and type 2 diabetes using logistic regression models. Additionally, we categorized the ApoB/ApoA1 ratio according to quartiles to compare with previous results. Age, gender, education, smoking status, high sensitivity C-reactive protein (hsCRP), lipid, body mass index (BMI), and hypertension were controlled as potential confounders. We found that the association between apoB/apoA1 ratio and type 2 diabetes may be nonlinear after adjusting for multiple potential confounders. Compared with the lowest quartile of apoB/apoA1 ratio, participants in the fourth quartile had a higher odds of type 2 diabetes [odds ratio (OR) = 1.35, 95% confidence interval (CI) = 1.01–1.81]. Our results suggest that, higher apoB/apoA1 ratio was associated with higher prevalence of type 2 diabetes. However, the association may be nonlinear. Wolters Kluwer Health 2017-01-10 /pmc/articles/PMC5228702/ /pubmed/28072742 http://dx.doi.org/10.1097/MD.0000000000005834 Text en Copyright © 2017 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nd/4.0 This is an open access article distributed under the Creative Commons Attribution-NoDerivatives License 4.0, which allows for redistribution, commercial and non-commercial, as long as it is passed along unchanged and in whole, with credit to the author. http://creativecommons.org/licenses/by-nd/4.0 |
spellingShingle | 4300 Mao, Yong Xu, Yang Lu, Leihong The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes |
title | The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes |
title_full | The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes |
title_fullStr | The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes |
title_full_unstemmed | The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes |
title_short | The nonlinear association between apolipoprotein B to apolipoprotein A1 ratio and type 2 diabetes |
title_sort | nonlinear association between apolipoprotein b to apolipoprotein a1 ratio and type 2 diabetes |
topic | 4300 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5228702/ https://www.ncbi.nlm.nih.gov/pubmed/28072742 http://dx.doi.org/10.1097/MD.0000000000005834 |
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