Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI

Li-Ting Chen,1,* Xiao-Le Fan,2,* Hai-Jun Li,1 Si Nie,1 Hong-Han Gong,1 Wei Zhang,3 Xian-Jun Zeng,1 Ping Long,4 De-Chang Peng1 1Department of Radiology, 2Department of General Surgery, 3Department of Pneumology, 4Department of Otolaryngology, The First Affiliated Hospital of Nanchang University, Nan...

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Main Authors: Chen L, Fan X, Li H, Nie S, Gong H, Zhang W, Zeng X, Long P, Peng D
Format: Article
Language:English
Published: Dove Medical Press 2017-06-01
Series:Neuropsychiatric Disease and Treatment
Subjects:
Online Access:https://www.dovepress.com/disrupted-small-world-brain-functional-network-topology-in-male-patien-peer-reviewed-article-NDT
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spelling doaj-92ad8384182c437f866884c4e72acf6a2020-11-24T23:25:31ZengDove Medical PressNeuropsychiatric Disease and Treatment1178-20212017-06-01Volume 131471148233214Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRIChen LFan XLi HNie SGong HZhang WZeng XLong PPeng DLi-Ting Chen,1,* Xiao-Le Fan,2,* Hai-Jun Li,1 Si Nie,1 Hong-Han Gong,1 Wei Zhang,3 Xian-Jun Zeng,1 Ping Long,4 De-Chang Peng1 1Department of Radiology, 2Department of General Surgery, 3Department of Pneumology, 4Department of Otolaryngology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China *These authors contributed equally to this work Purpose: Obstructive sleep apnea (OSA) is a common sleep-related breathing disorder that can damage cognitive function. However, the functional network organization remains poorly understood. The aim of this study was to investigate the topological properties of OSA patients using a graph theoretical analysis.Patients and methods: A total of 30 male patients with untreated severe OSA and 25 male education- and age-matched good sleepers (GSs) underwent functional magnetic resonance imaging (MRI) examinations. Clinical and cognitive evaluations were conducted by an experienced psychologist. GRETNA (a toolbox for topological analysis of imaging connectomics) was used to construct the brain functional network and calculate the small-world properties (γ, λ, σ, Eglob, and Eloc). Relationships between these small-world properties and clinical and neuropsychological assessments were investigated in OSA patients.Results: The networks of both OSA patients and GSs exhibited efficient small-world topology over the sparsity range of 0.05–0.40. Compared with GSs, the OSA group had significantly decreased γ, but significantly increased λ and σ. The OSA group’s brain network showed significantly decreased Eglob (P<0.05) over the sparsity range of 0.09–0.15, but significantly increased Eloc over the sparsity range of 0.23–0.40. In OSA patients, γ was significantly negatively correlated with apnea–hypopnea index (AHI; r=−0.326, P=0.015) and Epworth Sleepiness Scale (ESS; r=−0.274, P=0.043), λ was significantly positively correlated with AHI (r=0.373, P=0.005) and ESS (r=0.269, P=0.047), and σ was significantly negatively correlated with AHI (r=−0.363, P=0.007) and ESS (r=−0.295, P=0.029).Conclusion: Our results suggest that the high degree of local integration and integrity of the brain connections in OSA patients may be disrupted. The topological alterations of small-world properties may be the mechanism of cognitive impairment in OSA patients. In addition, σ, γ, and λ could be used as a quantitative physiological index for auxiliary clinical diagnoses. Keywords: obstructive sleep apnea, cognitive impairment, small-world, functional MRI, topological propertieshttps://www.dovepress.com/disrupted-small-world-brain-functional-network-topology-in-male-patien-peer-reviewed-article-NDTobstructive sleep apneacognitive impairmentsmall-worldfunctional MRItopological properties
collection DOAJ
language English
format Article
sources DOAJ
author Chen L
Fan X
Li H
Nie S
Gong H
Zhang W
Zeng X
Long P
Peng D
spellingShingle Chen L
Fan X
Li H
Nie S
Gong H
Zhang W
Zeng X
Long P
Peng D
Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI
Neuropsychiatric Disease and Treatment
obstructive sleep apnea
cognitive impairment
small-world
functional MRI
topological properties
author_facet Chen L
Fan X
Li H
Nie S
Gong H
Zhang W
Zeng X
Long P
Peng D
author_sort Chen L
title Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI
title_short Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI
title_full Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI
title_fullStr Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI
title_full_unstemmed Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI
title_sort disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fmri
publisher Dove Medical Press
series Neuropsychiatric Disease and Treatment
issn 1178-2021
publishDate 2017-06-01
description Li-Ting Chen,1,* Xiao-Le Fan,2,* Hai-Jun Li,1 Si Nie,1 Hong-Han Gong,1 Wei Zhang,3 Xian-Jun Zeng,1 Ping Long,4 De-Chang Peng1 1Department of Radiology, 2Department of General Surgery, 3Department of Pneumology, 4Department of Otolaryngology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, People’s Republic of China *These authors contributed equally to this work Purpose: Obstructive sleep apnea (OSA) is a common sleep-related breathing disorder that can damage cognitive function. However, the functional network organization remains poorly understood. The aim of this study was to investigate the topological properties of OSA patients using a graph theoretical analysis.Patients and methods: A total of 30 male patients with untreated severe OSA and 25 male education- and age-matched good sleepers (GSs) underwent functional magnetic resonance imaging (MRI) examinations. Clinical and cognitive evaluations were conducted by an experienced psychologist. GRETNA (a toolbox for topological analysis of imaging connectomics) was used to construct the brain functional network and calculate the small-world properties (γ, λ, σ, Eglob, and Eloc). Relationships between these small-world properties and clinical and neuropsychological assessments were investigated in OSA patients.Results: The networks of both OSA patients and GSs exhibited efficient small-world topology over the sparsity range of 0.05–0.40. Compared with GSs, the OSA group had significantly decreased γ, but significantly increased λ and σ. The OSA group’s brain network showed significantly decreased Eglob (P<0.05) over the sparsity range of 0.09–0.15, but significantly increased Eloc over the sparsity range of 0.23–0.40. In OSA patients, γ was significantly negatively correlated with apnea–hypopnea index (AHI; r=−0.326, P=0.015) and Epworth Sleepiness Scale (ESS; r=−0.274, P=0.043), λ was significantly positively correlated with AHI (r=0.373, P=0.005) and ESS (r=0.269, P=0.047), and σ was significantly negatively correlated with AHI (r=−0.363, P=0.007) and ESS (r=−0.295, P=0.029).Conclusion: Our results suggest that the high degree of local integration and integrity of the brain connections in OSA patients may be disrupted. The topological alterations of small-world properties may be the mechanism of cognitive impairment in OSA patients. In addition, σ, γ, and λ could be used as a quantitative physiological index for auxiliary clinical diagnoses. Keywords: obstructive sleep apnea, cognitive impairment, small-world, functional MRI, topological properties
topic obstructive sleep apnea
cognitive impairment
small-world
functional MRI
topological properties
url https://www.dovepress.com/disrupted-small-world-brain-functional-network-topology-in-male-patien-peer-reviewed-article-NDT
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