Literature DB >> 26653752

Assessment of trace elements levels in patients with Type 2 diabetes using multivariate statistical analysis.

M Badran1, R Morsy2, H Soliman3, T Elnimr4.   

Abstract

The trace elements metabolism has been reported to possess specific roles in the pathogenesis and progress of diabetes mellitus. Due to the continuous increase in the population of patients with Type 2 diabetes (T2D), this study aims to assess the levels and inter-relationships of fast blood glucose (FBG) and serum trace elements in Type 2 diabetic patients. This study was conducted on 40 Egyptian Type 2 diabetic patients and 36 healthy volunteers (Hospital of Tanta University, Tanta, Egypt). The blood serum was digested and then used to determine the levels of 24 trace elements using an inductive coupled plasma mass spectroscopy (ICP-MS). Multivariate statistical analysis depended on correlation coefficient, cluster analysis (CA) and principal component analysis (PCA), were used to analysis the data. The results exhibited significant changes in FBG and eight of trace elements, Zn, Cu, Se, Fe, Mn, Cr, Mg, and As, levels in the blood serum of Type 2 diabetic patients relative to those of healthy controls. The statistical analyses using multivariate statistical techniques were obvious in the reduction of the experimental variables, and grouping the trace elements in patients into three clusters. The application of PCA revealed a distinct difference in associations of trace elements and their clustering patterns in control and patients group in particular for Mg, Fe, Cu, and Zn that appeared to be the most crucial factors which related with Type 2 diabetes. Therefore, on the basis of this study, the contributors of trace elements content in Type 2 diabetic patients can be determine and specify with correlation relationship and multivariate statistical analysis, which confirm that the alteration of some essential trace metals may play a role in the development of diabetes mellitus.
Copyright © 2015 Elsevier GmbH. All rights reserved.

Entities:  

Keywords:  Cluster analysis; Multivariate analysis; Principal component analysis; Trace elements; Type 2 diabetes

Mesh:

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Year:  2015        PMID: 26653752     DOI: 10.1016/j.jtemb.2015.10.006

Source DB:  PubMed          Journal:  J Trace Elem Med Biol        ISSN: 0946-672X            Impact factor:   3.849


  16 in total

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