Regression-Based Classification of the Middle-Latency Auditory-Evoked Potentials in Vestibular Migraine and Concussion Patients with Dizziness.

IF 2.8 3区 医学 Q3 NEUROSCIENCES Brain Sciences Pub Date : 2024-12-24 DOI:10.3390/brainsci15010001
Carolina Beppi, Daniel Agostino, Antonella Palla, Nina Feddermann-Demont, Julia Dlugaiczyk, Dominik Straumann
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Abstract

Background/objectives: The auditory middle-latency responses (AMLRs) assess central sensory processing beyond the brainstem and serve as a measure of sensory gating. They have clinical relevance in the diagnosis of neurological conditions. In this study, magnitude and habituation of the AMLRs were tested for sensitivity and specificity in classifying dizzy patients with vestibular migraine (VM) and post-concussive syndrome.

Methods: Twenty-three healthy individuals, 12 concussion and 26 VM patients were recruited. AMLR were recorded performing five blocks of 200 binaural click-stimulations at 60 dB sensation level with a repetition rate of 6.1 Hz. Reduction in P0, Na and Pa magnitudes between blocks was measured. Group classifications were performed through logistic and multiple regression.

Results: Among healthy subjects, a consistent P0 and Na habituation can be observed. Concussed subjects show control-like Na habituation, despite a lower magnitude, while P0 habituation was negligible. VM patients showed poor habituation for all waves. Regression analyses suggest that P0 and Na better distinguish healthy subjects from neurological patients, whereas Pa best distinguishes concussion from VM patients.

Conclusions: The results support that AMLR habituation can contribute to unraveling different mechanisms of dizziness due to concussion compared to VM, providing insights that can complement routine diagnostic assessments.

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前庭偏头痛和脑震荡伴头晕患者中潜伏期听觉诱发电位的回归分类。
背景/目的:听觉中潜伏期反应(AMLRs)评估脑干以外的中央感觉加工,并作为感觉门控的测量。它们在神经系统疾病的诊断中具有临床意义。在这项研究中,我们检测了amlr的大小和习惯化程度,以确定眩晕患者前庭偏头痛(VM)和脑震荡后综合征的敏感性和特异性。方法:招募23名健康个体,12名脑震荡患者和26名VM患者。记录AMLR在60 dB感觉水平下以6.1 Hz的重复频率进行5次200双耳点击刺激。测量各组间P0、Na和Pa的降幅。通过logistic和多元回归进行分组分类。结果:在健康受试者中,P0和Na习惯化是一致的。脑震荡受试者表现出与对照组相似的Na习惯化,尽管强度较低,而P0习惯化可以忽略不计。VM患者对所有波均表现出较差的习惯。回归分析表明,P0和Na能较好地区分健康受试者和神经系统患者,而Pa能较好地区分脑震荡患者和VM患者。结论:与VM相比,AMLR习惯化有助于揭示脑震荡引起头晕的不同机制,为常规诊断评估提供补充。
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来源期刊
Brain Sciences
Brain Sciences Neuroscience-General Neuroscience
CiteScore
4.80
自引率
9.10%
发文量
1472
审稿时长
18.71 days
期刊介绍: Brain Sciences (ISSN 2076-3425) is a peer-reviewed scientific journal that publishes original articles, critical reviews, research notes and short communications in the areas of cognitive neuroscience, developmental neuroscience, molecular and cellular neuroscience, neural engineering, neuroimaging, neurolinguistics, neuropathy, systems neuroscience, and theoretical and computational neuroscience. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files or software regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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