Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular Complications

Background/Aims: Type 1 diabetes mellitus (T1DM) has been proven to be associated with an increased risk of cognitive dysfunction. In this study, we aimed to investigate whether disrupted spontaneous activity and functional connectivity (FC) exist in T1DM patients using resting-state functional magn...

Full description

Bibliographic Details
Main Authors: Wenqing Xia, Yu-Chen Chen, Yong Luo, Dan-Feng Zhang, Huiyou Chen, Jianhua Ma, Xindao Yin
Format: Article
Language:English
Published: Cell Physiol Biochem Press GmbH & Co KG 2018-12-01
Series:Cellular Physiology and Biochemistry
Subjects:
Online Access:https://www.karger.com/Article/FullText/495960
id doaj-dd5b198b60a1479e8392a75f95c0b895
record_format Article
spelling doaj-dd5b198b60a1479e8392a75f95c0b8952020-11-25T01:40:31ZengCell Physiol Biochem Press GmbH & Co KGCellular Physiology and Biochemistry1015-89871421-97782018-12-015162694270310.1159/000495960495960Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular ComplicationsWenqing XiaYu-Chen ChenYong LuoDan-Feng ZhangHuiyou ChenJianhua MaXindao YinBackground/Aims: Type 1 diabetes mellitus (T1DM) has been proven to be associated with an increased risk of cognitive dysfunction. In this study, we aimed to investigate whether disrupted spontaneous activity and functional connectivity (FC) exist in T1DM patients using resting-state functional magnetic resonance imaging (rs-fMRI) and to detect the relationships of these parameters with cognitive impairment. Methods: T1DM patients (n=35) were compared with age-, sex-, and education level-matched healthy controls (n=50) through rs-fMRI. Using rs-fMRI professional software, we calculated the amplitude of low-frequency fluctuation (ALFF), regional homogeneity (ReHo), and seed-based FC in the posterior cingulate cortex (PCC) to measure the spontaneous neural activity in the groups. The relationship between rs-fMRI data and cognitive performance was further investigated. Results: Compared with the healthy controls, T1DM patients showed significantly decreased ALFF values in the PCC and right inferior frontal gyrus (IFG), decreased ReHo values in the right middle frontal gyrus (MFG) and reduced FC between the PCC and the right MFG. Furthermore, a positive correlation was found between decreased ALFF values in the PCC and Rey-Osterrieth Complex Figure Test (CFT)-delay scores in T1DM patients (r=0.394, p=0.026). Moreover, the Trail Making Test-B (TMT-B) scores showed negative correlations with decreased ReHo values in the right MFG (r=-0.468, p=0.007) and reduced FC between the PCC and right MFG (r=-0.425, p=0.015). Conclusion: Our combined analyses revealed decreased spontaneous activity and FC mainly within the default mode network, which was correlated with specific impaired cognitive functioning in T1DM. This study thus elucidates the neurophysiological mechanisms underlying T1DM-related cognitive impairment and may serve as a reference for future clinical diagnosis.https://www.karger.com/Article/FullText/495960Type 1 diabetes mellitusALFFReHoFunctional connectivityResting-state fMRI
collection DOAJ
language English
format Article
sources DOAJ
author Wenqing Xia
Yu-Chen Chen
Yong Luo
Dan-Feng Zhang
Huiyou Chen
Jianhua Ma
Xindao Yin
spellingShingle Wenqing Xia
Yu-Chen Chen
Yong Luo
Dan-Feng Zhang
Huiyou Chen
Jianhua Ma
Xindao Yin
Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular Complications
Cellular Physiology and Biochemistry
Type 1 diabetes mellitus
ALFF
ReHo
Functional connectivity
Resting-state fMRI
author_facet Wenqing Xia
Yu-Chen Chen
Yong Luo
Dan-Feng Zhang
Huiyou Chen
Jianhua Ma
Xindao Yin
author_sort Wenqing Xia
title Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular Complications
title_short Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular Complications
title_full Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular Complications
title_fullStr Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular Complications
title_full_unstemmed Decreased Spontaneous Brain Activity and Functional Connectivity in Type 1 Diabetic Patients Without Microvascular Complications
title_sort decreased spontaneous brain activity and functional connectivity in type 1 diabetic patients without microvascular complications
publisher Cell Physiol Biochem Press GmbH & Co KG
series Cellular Physiology and Biochemistry
issn 1015-8987
1421-9778
publishDate 2018-12-01
description Background/Aims: Type 1 diabetes mellitus (T1DM) has been proven to be associated with an increased risk of cognitive dysfunction. In this study, we aimed to investigate whether disrupted spontaneous activity and functional connectivity (FC) exist in T1DM patients using resting-state functional magnetic resonance imaging (rs-fMRI) and to detect the relationships of these parameters with cognitive impairment. Methods: T1DM patients (n=35) were compared with age-, sex-, and education level-matched healthy controls (n=50) through rs-fMRI. Using rs-fMRI professional software, we calculated the amplitude of low-frequency fluctuation (ALFF), regional homogeneity (ReHo), and seed-based FC in the posterior cingulate cortex (PCC) to measure the spontaneous neural activity in the groups. The relationship between rs-fMRI data and cognitive performance was further investigated. Results: Compared with the healthy controls, T1DM patients showed significantly decreased ALFF values in the PCC and right inferior frontal gyrus (IFG), decreased ReHo values in the right middle frontal gyrus (MFG) and reduced FC between the PCC and the right MFG. Furthermore, a positive correlation was found between decreased ALFF values in the PCC and Rey-Osterrieth Complex Figure Test (CFT)-delay scores in T1DM patients (r=0.394, p=0.026). Moreover, the Trail Making Test-B (TMT-B) scores showed negative correlations with decreased ReHo values in the right MFG (r=-0.468, p=0.007) and reduced FC between the PCC and right MFG (r=-0.425, p=0.015). Conclusion: Our combined analyses revealed decreased spontaneous activity and FC mainly within the default mode network, which was correlated with specific impaired cognitive functioning in T1DM. This study thus elucidates the neurophysiological mechanisms underlying T1DM-related cognitive impairment and may serve as a reference for future clinical diagnosis.
topic Type 1 diabetes mellitus
ALFF
ReHo
Functional connectivity
Resting-state fMRI
url https://www.karger.com/Article/FullText/495960
work_keys_str_mv AT wenqingxia decreasedspontaneousbrainactivityandfunctionalconnectivityintype1diabeticpatientswithoutmicrovascularcomplications
AT yuchenchen decreasedspontaneousbrainactivityandfunctionalconnectivityintype1diabeticpatientswithoutmicrovascularcomplications
AT yongluo decreasedspontaneousbrainactivityandfunctionalconnectivityintype1diabeticpatientswithoutmicrovascularcomplications
AT danfengzhang decreasedspontaneousbrainactivityandfunctionalconnectivityintype1diabeticpatientswithoutmicrovascularcomplications
AT huiyouchen decreasedspontaneousbrainactivityandfunctionalconnectivityintype1diabeticpatientswithoutmicrovascularcomplications
AT jianhuama decreasedspontaneousbrainactivityandfunctionalconnectivityintype1diabeticpatientswithoutmicrovascularcomplications
AT xindaoyin decreasedspontaneousbrainactivityandfunctionalconnectivityintype1diabeticpatientswithoutmicrovascularcomplications
_version_ 1725045283879911424