Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging Studies
ObjectiveType 2 diabetes mellitus (T2DM) is often accompanied by cognitive decline and depressive symptoms. Numerous diffusion tensor imaging (DTI) studies revealed microstructural white matter (WM) abnormalities in T2DM but the findings were inconsistent. The present study aimed to conduct a coordi...
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doaj-bcd7aff02fd34fdbbfe4dd7616d7702a2021-05-03T13:54:04ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922021-05-011210.3389/fendo.2021.658198658198Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging StudiesCong Zhou0Jie Li1Man Dong2Liangliang Ping3Hao Lin4Yuxin Wang5Shuting Wang6Shuo Gao7Ge Yu8Yuqi Cheng9Xiufeng Xu10School of Mental Health, Jining Medical University, Jining, ChinaDepartment of Psychiatry, Jining Psychiatric Hospital, Jining, ChinaSchool of Mental Health, Jining Medical University, Jining, ChinaDepartment of Psychiatry, Xiamen Xianyue Hospital, Xiamen, ChinaSchool of Mental Health, Jining Medical University, Jining, ChinaSchool of Mental Health, Jining Medical University, Jining, ChinaSchool of Mental Health, Jining Medical University, Jining, ChinaSchool of Mental Health, Jining Medical University, Jining, ChinaSchool of Mental Health, Jining Medical University, Jining, ChinaDepartment of Psychiatry, The First Affiliated Hospital of Kunming Medical University, Kunming, ChinaDepartment of Psychiatry, The First Affiliated Hospital of Kunming Medical University, Kunming, ChinaObjectiveType 2 diabetes mellitus (T2DM) is often accompanied by cognitive decline and depressive symptoms. Numerous diffusion tensor imaging (DTI) studies revealed microstructural white matter (WM) abnormalities in T2DM but the findings were inconsistent. The present study aimed to conduct a coordinate‐based meta‐analysis (CBMA) to identify statistical consensus of DTI studies in T2DM.MethodsWe performed a systematic search on relevant studies that reported fractional anisotropy (FA) differences between T2DM patients and healthy controls (HC). The anisotropic effect size seed‐based d mapping (AES-SDM) approach was used to explore WM alterations in T2DM. A meta‐regression was then used to analyze potential influences of sample characteristics on regional FA changes.ResultsA total of eight studies that comprised 245 patients and 200 HC, along with 52 coordinates were extracted. The meta‐analysis identified FA reductions in three clusters including the left inferior network, the corpus callosum (CC), and the left olfactory cortex. Besides, FA in the CC was negatively correlated with body mass index (BMI) in the patients group.ConclusionsT2DM could lead to subtle WM microstructural alterations, which might be associated with cognitive deficits or emotional distress symptoms. This provides a better understanding of the pathophysiology of neurodegeneration and complications in T2DM.Systematic Review RegistrationRegistered at PROSPERO (http://www.crd.york.ac.uk/PROSPERO), registration number: CRD42020218737.https://www.frontiersin.org/articles/10.3389/fendo.2021.658198/fulltype 2 diabetes mellitusdiffusion tensor imagingfractional anisotropywhite mattermeta-analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Cong Zhou Jie Li Man Dong Liangliang Ping Hao Lin Yuxin Wang Shuting Wang Shuo Gao Ge Yu Yuqi Cheng Xiufeng Xu |
spellingShingle |
Cong Zhou Jie Li Man Dong Liangliang Ping Hao Lin Yuxin Wang Shuting Wang Shuo Gao Ge Yu Yuqi Cheng Xiufeng Xu Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging Studies Frontiers in Endocrinology type 2 diabetes mellitus diffusion tensor imaging fractional anisotropy white matter meta-analysis |
author_facet |
Cong Zhou Jie Li Man Dong Liangliang Ping Hao Lin Yuxin Wang Shuting Wang Shuo Gao Ge Yu Yuqi Cheng Xiufeng Xu |
author_sort |
Cong Zhou |
title |
Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging Studies |
title_short |
Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging Studies |
title_full |
Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging Studies |
title_fullStr |
Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging Studies |
title_full_unstemmed |
Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate‐Based Meta‐Analysis of Diffusion Tensor Imaging Studies |
title_sort |
altered white matter microstructures in type 2 diabetes mellitus: a coordinate‐based meta‐analysis of diffusion tensor imaging studies |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Endocrinology |
issn |
1664-2392 |
publishDate |
2021-05-01 |
description |
ObjectiveType 2 diabetes mellitus (T2DM) is often accompanied by cognitive decline and depressive symptoms. Numerous diffusion tensor imaging (DTI) studies revealed microstructural white matter (WM) abnormalities in T2DM but the findings were inconsistent. The present study aimed to conduct a coordinate‐based meta‐analysis (CBMA) to identify statistical consensus of DTI studies in T2DM.MethodsWe performed a systematic search on relevant studies that reported fractional anisotropy (FA) differences between T2DM patients and healthy controls (HC). The anisotropic effect size seed‐based d mapping (AES-SDM) approach was used to explore WM alterations in T2DM. A meta‐regression was then used to analyze potential influences of sample characteristics on regional FA changes.ResultsA total of eight studies that comprised 245 patients and 200 HC, along with 52 coordinates were extracted. The meta‐analysis identified FA reductions in three clusters including the left inferior network, the corpus callosum (CC), and the left olfactory cortex. Besides, FA in the CC was negatively correlated with body mass index (BMI) in the patients group.ConclusionsT2DM could lead to subtle WM microstructural alterations, which might be associated with cognitive deficits or emotional distress symptoms. This provides a better understanding of the pathophysiology of neurodegeneration and complications in T2DM.Systematic Review RegistrationRegistered at PROSPERO (http://www.crd.york.ac.uk/PROSPERO), registration number: CRD42020218737. |
topic |
type 2 diabetes mellitus diffusion tensor imaging fractional anisotropy white matter meta-analysis |
url |
https://www.frontiersin.org/articles/10.3389/fendo.2021.658198/full |
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