Reduced Gray Matter Volume in Patients with Type 2 Diabetes Mellitus

Background and Purpose: Previous studies of voxel-based morphometry (VBM) have found that patients with type 2 diabetes mellitus (T2DM) exhibit gray matter alterations, but these findings are inconsistent and have not been quantitatively reviewed. Therefore, the aim of this study was to conduct a qu...

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Main Authors: Jia Liu, Taiyuan Liu, Wenhui Wang, Lun Ma, Xiaoyue Ma, Shaojie Shi, Qiyong Gong, Meiyun Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-05-01
Series:Frontiers in Aging Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fnagi.2017.00161/full
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spelling doaj-d52a7ca7f0f548d39c6e8f68b8b2b3122020-11-24T23:31:16ZengFrontiers Media S.A.Frontiers in Aging Neuroscience1663-43652017-05-01910.3389/fnagi.2017.00161258974Reduced Gray Matter Volume in Patients with Type 2 Diabetes MellitusJia Liu0Jia Liu1Taiyuan Liu2Wenhui Wang3Lun Ma4Xiaoyue Ma5Shaojie Shi6Qiyong Gong7Meiyun Wang8Department of Radiology, Henan Provincial People’s Hospital and the People’s Hospital of Zhengzhou UniversityZhengzhou, ChinaDepartment of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhan, ChinaDepartment of Radiology, Henan Provincial People’s Hospital and the People’s Hospital of Zhengzhou UniversityZhengzhou, ChinaDepartment of Radiology, Henan Provincial People’s Hospital and the People’s Hospital of Zhengzhou UniversityZhengzhou, ChinaDepartment of Radiology, Henan Provincial People’s Hospital and the People’s Hospital of Zhengzhou UniversityZhengzhou, ChinaDepartment of Radiology, Henan Provincial People’s Hospital and the People’s Hospital of Zhengzhou UniversityZhengzhou, ChinaDepartment of Radiology, Henan Provincial People’s Hospital and the People’s Hospital of Zhengzhou UniversityZhengzhou, ChinaHuaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan UniversityChengdu, ChinaDepartment of Radiology, Henan Provincial People’s Hospital and the People’s Hospital of Zhengzhou UniversityZhengzhou, ChinaBackground and Purpose: Previous studies of voxel-based morphometry (VBM) have found that patients with type 2 diabetes mellitus (T2DM) exhibit gray matter alterations, but these findings are inconsistent and have not been quantitatively reviewed. Therefore, the aim of this study was to conduct a quantitative meta-analysis of VBM studies of patients with T2DM.Materials and Methods: The seed-based d mapping method was applied to quantitatively estimate the regional gray matter abnormalities in T2DM patients. We also used meta-regression to explore the effects of some demographics and clinical characteristics.Results: Seven studies, with 8 datasets comprising 530 participants with T2DM and 549 non-T2DM controls, were included. The pooled and subgroup meta-analyses found that T2DM patients showed robustly reduced gray matter in the bilateral superior temporal gyrus, middle temporal gyrus, medial superior frontal gyrus, insula, median cingulate cortex, precuneus cortex and the left lentiform nucleus extending into the parahippocampus. The meta-regression also found that the percentage of female patients with T2DM was negatively associated with gray matter in the right superior temporal gyrus and illness duration was negatively associated with gray matter in the right middle temporal gyrus.Conclusion: This meta-analysis indicates that T2DM patients have significantly and robustly reduced gray matter mainly in the cortical-striatal-limbic networks, which are associated with human cognition. Thereby implicating this finding in the pathophysiology of cognitive impairment in T2DM patients.http://journal.frontiersin.org/article/10.3389/fnagi.2017.00161/fullseed-based d mappingvoxel-based morphometrymeta-analysistype 2 diabetesgray matter
collection DOAJ
language English
format Article
sources DOAJ
author Jia Liu
Jia Liu
Taiyuan Liu
Wenhui Wang
Lun Ma
Xiaoyue Ma
Shaojie Shi
Qiyong Gong
Meiyun Wang
spellingShingle Jia Liu
Jia Liu
Taiyuan Liu
Wenhui Wang
Lun Ma
Xiaoyue Ma
Shaojie Shi
Qiyong Gong
Meiyun Wang
Reduced Gray Matter Volume in Patients with Type 2 Diabetes Mellitus
Frontiers in Aging Neuroscience
seed-based d mapping
voxel-based morphometry
meta-analysis
type 2 diabetes
gray matter
author_facet Jia Liu
Jia Liu
Taiyuan Liu
Wenhui Wang
Lun Ma
Xiaoyue Ma
Shaojie Shi
Qiyong Gong
Meiyun Wang
author_sort Jia Liu
title Reduced Gray Matter Volume in Patients with Type 2 Diabetes Mellitus
title_short Reduced Gray Matter Volume in Patients with Type 2 Diabetes Mellitus
title_full Reduced Gray Matter Volume in Patients with Type 2 Diabetes Mellitus
title_fullStr Reduced Gray Matter Volume in Patients with Type 2 Diabetes Mellitus
title_full_unstemmed Reduced Gray Matter Volume in Patients with Type 2 Diabetes Mellitus
title_sort reduced gray matter volume in patients with type 2 diabetes mellitus
publisher Frontiers Media S.A.
series Frontiers in Aging Neuroscience
issn 1663-4365
publishDate 2017-05-01
description Background and Purpose: Previous studies of voxel-based morphometry (VBM) have found that patients with type 2 diabetes mellitus (T2DM) exhibit gray matter alterations, but these findings are inconsistent and have not been quantitatively reviewed. Therefore, the aim of this study was to conduct a quantitative meta-analysis of VBM studies of patients with T2DM.Materials and Methods: The seed-based d mapping method was applied to quantitatively estimate the regional gray matter abnormalities in T2DM patients. We also used meta-regression to explore the effects of some demographics and clinical characteristics.Results: Seven studies, with 8 datasets comprising 530 participants with T2DM and 549 non-T2DM controls, were included. The pooled and subgroup meta-analyses found that T2DM patients showed robustly reduced gray matter in the bilateral superior temporal gyrus, middle temporal gyrus, medial superior frontal gyrus, insula, median cingulate cortex, precuneus cortex and the left lentiform nucleus extending into the parahippocampus. The meta-regression also found that the percentage of female patients with T2DM was negatively associated with gray matter in the right superior temporal gyrus and illness duration was negatively associated with gray matter in the right middle temporal gyrus.Conclusion: This meta-analysis indicates that T2DM patients have significantly and robustly reduced gray matter mainly in the cortical-striatal-limbic networks, which are associated with human cognition. Thereby implicating this finding in the pathophysiology of cognitive impairment in T2DM patients.
topic seed-based d mapping
voxel-based morphometry
meta-analysis
type 2 diabetes
gray matter
url http://journal.frontiersin.org/article/10.3389/fnagi.2017.00161/full
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