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Abnormal postcentral gyrus voxel-mirrored homotopic connectivity as a biomarker of mild cognitive impairment: A resting-state fMRI and support vector machine analysis

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机构: [1]Department of General Practice, Tianyou Hospital, Affiliated to Wuhan University of Science and Technology, Wuhan 430064, Hubei, China. [2]Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan 430060, Hubei, China. [3]Wuxi Mental Health Center, Nanjing Medical University, Wuxi 214151, Jiangsu, China. [4]Department of Psychiatry, Wuhan Wuchang Hospital, Wuhan University of Science and Technology, Wuhan 430063, Hubei, China.
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关键词: Mild cognitive impairment Voxel-mirrored homotopic connectivity Support vector machine Resting-state functional magnetic resonance imaging Biomarker

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While patients affected by mild cognitive impairment (MCI) exhibit characteristic voxel-mirrored homotopic connectivity (VMHC) alterations, the ability of such VMHC abnormalities to predict the diagnosis of MCI in these patients remains uncertain. As such, this study was performed to evaluate the potential role of VMHC abnormalities in the diagnosis of MCI.MCI patients and healthy controls (HCs) were enrolled and subjected to resting-state functional magnetic resonance imaging (rs-fMRI) and neuropsychological testing. VMHC and support vector machine (SVM) techniques were then used to examine the collected imaging data.Totally, 53 MCI patients and 68 healthy controls were recruited. Compared to HCs, MCI patients presented with an increase in postcentral gyrus VMHC. SVM classification demonstrated the ability of postcentral gyrus VMHC values to classify HCs and MCI patients with accuracy, sensitivity, and specificity values of 63.64 %, 71.69 %, and 89.71 %, respectively.VMHC abnormalities in the postcentral gyrus may be mechanistically involved in the pathophysiological progression of MCI patients, and these abnormal VMHC patterns may also offer utility as a neuroimaging biomarker for MCI patient diagnosis.Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.

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出版当年[2023]版:
大类 | 3 区 医学
小类 | 3 区 老年医学
最新[2025]版:
大类 | 3 区 医学
小类 | 4 区 老年医学
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出版当年[2022]版:
Q2 GERIATRICS & GERONTOLOGY
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Q2 GERIATRICS & GERONTOLOGY

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第一作者机构: [1]Department of General Practice, Tianyou Hospital, Affiliated to Wuhan University of Science and Technology, Wuhan 430064, Hubei, China.
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