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Association between serum magnesium and common complications of diabetes mellitus

BACKGROUND: Magnesium ion, as important cation in the human body, involved in various enzymatic reactions, glucose transport and insulin release. Now diabetes mellitus and diabetic complications have become important public health problems around the world. OBJECTIVE: This paper explores the associa...

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Detalles Bibliográficos
Autores principales: Zhang, Yiyan, Li, Qin, Xin, Yi, Lv, Weiqi, Ge, Chuanbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6004978/
https://www.ncbi.nlm.nih.gov/pubmed/29758962
http://dx.doi.org/10.3233/THC-174702
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author Zhang, Yiyan
Li, Qin
Xin, Yi
Lv, Weiqi
Ge, Chuanbin
author_facet Zhang, Yiyan
Li, Qin
Xin, Yi
Lv, Weiqi
Ge, Chuanbin
author_sort Zhang, Yiyan
collection PubMed
description BACKGROUND: Magnesium ion, as important cation in the human body, involved in various enzymatic reactions, glucose transport and insulin release. Now diabetes mellitus and diabetic complications have become important public health problems around the world. OBJECTIVE: This paper explores the association between concentration levels of serum magnesium and common complications and comorbidities of diabetes mellitus and other biochemical indexes. METHODS: There are 1217 eligible patients selected from 14,317 cases of diabetic hospitalization patients from January 2010 to December 2011. Random forest algorithm was applied to assess the importance of various biochemical indexes and to perform diabetic complications prediction. RESULTS: The research results showed that low concentration of serum magnesium and four common diabetic complications – diabetic retinopathy, diabetic nephropathy, diabetic neuropathy and diabetic macroangiopathy – exists association, but no obvious correlation with other comorbidities like hypertension. CONCLUSIONS: The specific factors of four common diabetic complications were selected from the biochemical indexes to provide a reference direction for further research.
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spelling pubmed-60049782018-06-25 Association between serum magnesium and common complications of diabetes mellitus Zhang, Yiyan Li, Qin Xin, Yi Lv, Weiqi Ge, Chuanbin Technol Health Care Research Article BACKGROUND: Magnesium ion, as important cation in the human body, involved in various enzymatic reactions, glucose transport and insulin release. Now diabetes mellitus and diabetic complications have become important public health problems around the world. OBJECTIVE: This paper explores the association between concentration levels of serum magnesium and common complications and comorbidities of diabetes mellitus and other biochemical indexes. METHODS: There are 1217 eligible patients selected from 14,317 cases of diabetic hospitalization patients from January 2010 to December 2011. Random forest algorithm was applied to assess the importance of various biochemical indexes and to perform diabetic complications prediction. RESULTS: The research results showed that low concentration of serum magnesium and four common diabetic complications – diabetic retinopathy, diabetic nephropathy, diabetic neuropathy and diabetic macroangiopathy – exists association, but no obvious correlation with other comorbidities like hypertension. CONCLUSIONS: The specific factors of four common diabetic complications were selected from the biochemical indexes to provide a reference direction for further research. IOS Press 2018-05-29 /pmc/articles/PMC6004978/ /pubmed/29758962 http://dx.doi.org/10.3233/THC-174702 Text en © 2018 – IOS Press and the authors. All rights reserved https://creativecommons.org/licenses/by-nc/4.0/ This article is published online with Open Access and distributed under the terms of the Creative Commons Attribution Non-Commercial License (CC BY-NC 4.0).
spellingShingle Research Article
Zhang, Yiyan
Li, Qin
Xin, Yi
Lv, Weiqi
Ge, Chuanbin
Association between serum magnesium and common complications of diabetes mellitus
title Association between serum magnesium and common complications of diabetes mellitus
title_full Association between serum magnesium and common complications of diabetes mellitus
title_fullStr Association between serum magnesium and common complications of diabetes mellitus
title_full_unstemmed Association between serum magnesium and common complications of diabetes mellitus
title_short Association between serum magnesium and common complications of diabetes mellitus
title_sort association between serum magnesium and common complications of diabetes mellitus
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6004978/
https://www.ncbi.nlm.nih.gov/pubmed/29758962
http://dx.doi.org/10.3233/THC-174702
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