Latent class analysis of migraine associated vestibular-auditory symptoms.

IF 5 2区 医学 Q1 CLINICAL NEUROLOGY
Hui Li, Xiaonuo Xu, Rongjiang Xu, Ping Xiao Fan, Jiying Zhou, Liang Dong
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Abstract

Objective: This study aimed to identify the potential subgroups of migraines based on the patterns of migraine associated symptoms, vestibular and auditory symptoms using latent class analysis and to explore their characteristics.

Method: A total of 555 patients with migraine participated in the study. Symptoms such as nausea, vomiting, photophobia, phonophobia, osmophobia, visual symptoms, vestibular symptoms (dizziness, vertigo), and auditory symptoms (tinnitus, hearing loss, aural fullness) were assessed. Latent class analysis was performed to identify subgroups of migraines. Covariates such as gender, age of migraine onset, frequency of migraine attacks per month, and family history were also considered.

Results: The analysis revealed four latent classes: the Prominent Vestibular; Prominent Nausea; Presenting Symptoms but not prominent or dominant; and Sensory Hypersensitivity groups. Various covariates, such as gender, age of migraine onset, and frequency of migraine attacks, demonstrated significant differences among the four groups. The Sensory Hypersensitivity group showed the presence of multiple sensory symptoms, earlier age of migraine onset, and higher proportion of females. The Prominent Vestibular group had the highest probability of dizziness or vertigo but lacked the presence of auditory symptoms. The Prominent Nausea group exhibited prominent nausea. The Presenting Symptoms but not prominent or dominant group comprised individuals with the highest migraine attacks per month and proportion of chronic migraine.

Conclusion: This study identifies four subgroups of migraines based on the patterns of symptoms. The findings suggest potential different but overlapped mechanisms behind the vestibular and auditory symptoms of migraine. Considering the different patterns of migraine-related symptoms may provide deeper insights for patients' prognosis and clinical decision-making.

偏头痛相关前庭-听觉症状的潜类分析。
目的:本研究旨在根据偏头痛相关症状、前庭症状和听觉症状的模式,采用潜类分析法确定偏头痛的潜在亚组,并探讨其特征:本研究旨在利用潜类分析法,根据偏头痛相关症状、前庭症状和听觉症状的模式确定偏头痛的潜在亚组,并探讨其特征:方法:共有 555 名偏头痛患者参与研究。评估的症状包括恶心、呕吐、畏光、畏声、畏湿、视觉症状、前庭症状(头晕、眩晕)和听觉症状(耳鸣、听力下降、听觉饱胀)。对偏头痛进行了潜类分析,以确定偏头痛的亚组。此外,还考虑了性别、偏头痛发病年龄、偏头痛每月发作频率和家族史等协变量:分析结果显示了四个潜在类别:前庭症状突出组、恶心症状突出组、出现症状但不突出或不明显组和感觉过敏组。性别、偏头痛发病年龄和偏头痛发作频率等各种协变量在四个组别之间存在显著差异。感觉过敏组表现出多种感觉症状,偏头痛发病年龄较早,女性比例较高。前庭突出组出现头晕或眩晕的概率最高,但没有听觉症状。恶心症状突出组有突出的恶心症状。出现症状但不突出或不占优势组包括每月偏头痛发作次数和慢性偏头痛比例最高的人群:本研究根据症状模式确定了偏头痛的四个亚组。研究结果表明,偏头痛的前庭和听觉症状背后可能存在不同但重叠的机制。考虑偏头痛相关症状的不同模式可为患者的预后和临床决策提供更深入的见解。
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来源期刊
Cephalalgia
Cephalalgia 医学-临床神经学
CiteScore
10.10
自引率
6.10%
发文量
108
审稿时长
4-8 weeks
期刊介绍: Cephalalgia contains original peer reviewed papers on all aspects of headache. The journal provides an international forum for original research papers, review articles and short communications. Published monthly on behalf of the International Headache Society, Cephalalgia''s rapid review averages 5 ½ weeks from author submission to first decision.
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