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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2018
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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. |
format | Online Article Text |
id | pubmed-6004978 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
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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