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...

Full description

Bibliographic Details
Main Authors: Cong Zhou, Jie Li, Man Dong, Liangliang Ping, Hao Lin, Yuxin Wang, Shuting Wang, Shuo Gao, Ge Yu, Yuqi Cheng, Xiufeng Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Endocrinology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2021.658198/full
id doaj-bcd7aff02fd34fdbbfe4dd7616d7702a
record_format Article
spelling 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
work_keys_str_mv AT congzhou alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT jieli alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT mandong alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT liangliangping alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT haolin alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT yuxinwang alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT shutingwang alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT shuogao alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT geyu alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT yuqicheng alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
AT xiufengxu alteredwhitemattermicrostructuresintype2diabetesmellitusacoordinatebasedmetaanalysisofdiffusiontensorimagingstudies
_version_ 1721482459877474304