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Increased Gray Matter Density and Functional Connectivity of the Pons in Restless Legs Syndrome

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机构: [1]Capital Med Univ, Xuanwu Hosp, Dept Neurol, 45 Changchun St, Beijing 100053, Peoples R China [2]Beijing Key Lab Neuromodulat, Beijing 100053, Peoples R China [3]Chinese Acad Sci, Inst Biomed & Hlth Engn, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
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关键词: restless legs syndrome gray matter density brainstem multivariate pattern analysis

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Background: Neurophysiological and radiological studies provide accumulating evidence for the involvement of the brainstem in the pathogenesis of restless legs syndrome (RLS). The analysis of the various subregions of the brainstem may help us better understand the pathophysiological mechanisms underlying the disorder. In this study, we investigated the structural and functional changes in the various subregions of the brainstem in RLS patients. Methods: The subregional changes in gray matter density and functional connectivity in the brainstem were analyzed in 20 drug-naive idiopathic RLS patients, as well as 18 normal control (NC) subjects for comparison. Correlation analyses and multivariate pattern analyses using linear support vector machine (SVM) were conducted. Results: We found significantly increased gray matter density in two clusters in the pons (designated pons_1 and pons_2) and in one cluster in the midbrain in RLS patients compared with NC subjects. Further functional connectivity analyses revealed significantly decreased functional connectivity between the midbrain and the right middle occipital gyrus, between pons_1 and the right orbital part of the superior frontal gyms, and between pons_2 and the right parahippocampus in RLS compared with NC. Moreover, the functional connectivity between pons_2 and the right supplementary motor area (SMA) was significantly increased in RLS compared with NC. This change in RLS was marginally correlated with RS RLS scores in the RLS patients. SVM-based classification showed an AUC of 0.955 using gray matter density of pons_2, and functional connectivity between pons_2 and SMA as features. Conclusion: Collectively, our findings suggest that changes in gray matter density and functional connectivity in the pons may play a pathologic role in RLS. Furthermore, these abnormal changes in the pons might help to discriminate RLS from healthy subjects.

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出版当年[2019]版:
大类 | 3 区 医学
小类 | 3 区 临床神经病学 3 区 神经科学
最新[2023]版:
大类 | 2 区 医学
小类 | 3 区 临床神经病学 3 区 神经科学
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出版当年[2018]版:
Q2 NEUROSCIENCES Q2 CLINICAL NEUROLOGY
最新[2023]版:
Q2 CLINICAL NEUROLOGY Q2 NEUROSCIENCES

影响因子: 最新[2023版] 最新五年平均 出版当年[2018版] 出版当年五年平均 出版前一年[2017版] 出版后一年[2019版]

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第一作者机构: [1]Capital Med Univ, Xuanwu Hosp, Dept Neurol, 45 Changchun St, Beijing 100053, Peoples R China [2]Beijing Key Lab Neuromodulat, Beijing 100053, Peoples R China
通讯作者:
通讯机构: [1]Capital Med Univ, Xuanwu Hosp, Dept Neurol, 45 Changchun St, Beijing 100053, Peoples R China [2]Beijing Key Lab Neuromodulat, Beijing 100053, Peoples R China [3]Chinese Acad Sci, Inst Biomed & Hlth Engn, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
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