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Association between serum magnesium and common complications of diabetes mellitus

  • Yiyan Zhang
  • , Qin Li
  • , Yi Xin*
  • , Weiqi Lv
  • , Chuanbin Ge
  • *Corresponding author for this work
  • Department of Biomedical Engineering
  • Beijing Institute of Technology

Research output: Contribution to journal › Conference article › peer-review

Abstract

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.

Original languageEnglish
Pages (from-to)S379-S387
JournalTechnology and Health Care
Volume26
Issue numberS1
DOIs
Publication statusPublished - 29 May 2018
Event6th International Conference on Biomedical Engineering and Biotechnology, iCBEB 2017 - Guangzhou, China
Duration: 17 Oct 2017 → 20 Oct 2017

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Associated factor
  • Biochemical index
  • Diabetic complications
  • Random forest
  • Serum magnesium

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