Vocal expression of emotions discriminates dementia with Lewy bodies from Alzheimer's disease.

IF 4 Q1 CLINICAL NEUROLOGY Alzheimer''s and Dementia: Diagnosis, Assessment and Disease Monitoring Pub Date : 2024-05-08 eCollection Date: 2024-04-01 DOI:10.1002/dad2.12594
Masatomo Kobayashi, Yasunori Yamada, Kaoru Shinkawa, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai
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Abstract

Dementia with Lewy bodies (DLB) and Alzheimer's disease (AD), the two most common neurodegenerative dementias, both exhibit altered emotional processing. However, how vocal emotional expressions alter in and differ between DLB and AD remains uninvestigated. We collected voice data during story reading from 152 older adults comprising DLB, AD, and cognitively unimpaired (CU) groups and compared their emotional prosody in terms of valence and arousal dimensions. Compared with matched AD and CU participants, DLB patients showed reduced overall emotional expressiveness, as well as lower valence (more negative) and lower arousal (calmer), the extent of which was associated with cognitive impairment and insular atrophy. Classification models using vocal features discriminated DLB from AD and CU with an AUC of 0.83 and 0.78, respectively. Our findings may aid in discriminating DLB patients from AD and CU individuals, serving as a surrogate marker for clinical and neuropathological changes in DLB.

Highlights: DLB showed distinctive reduction in vocal expression of emotions.Cognitive impairment was associated with reduced vocal emotional expression in DLB.Insular atrophy was associated with reduced vocal emotional expression in DLB.Emotional expression measures successfully differentiated DLB from AD or controls.

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情绪的声乐表达可区分路易体痴呆和阿尔茨海默病。
路易体痴呆症(DLB)和阿尔茨海默病(AD)是两种最常见的神经退行性痴呆症,它们都表现出情绪处理的改变。然而,DLB 和 AD 的声音情感表达如何改变以及两者之间有何差异仍未得到研究。我们收集了 152 名老年人(包括 DLB、AD 和认知功能未受损组(CU))在阅读故事时的语音数据,并比较了他们在情感和唤醒维度上的情绪前奏。与匹配的 AD 和 CU 参与者相比,DLB 患者的整体情绪表达能力下降,情绪价值(更消极)和唤醒(更平静)也更低,其程度与认知障碍和岛叶萎缩有关。使用声音特征的分类模型可将 DLB 与 AD 和 CU 区分开来,其 AUC 分别为 0.83 和 0.78。我们的研究结果有助于将DLB患者与AD和CU患者区分开来,可作为DLB临床和神经病理学变化的替代标记物:认知障碍与DLB患者声音情感表达的减少有关,岛叶萎缩与DLB患者声音情感表达的减少有关,情感表达测量可成功区分DLB与AD或对照组。
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来源期刊
CiteScore
7.80
自引率
7.50%
发文量
101
审稿时长
8 weeks
期刊介绍: Alzheimer''s & Dementia: Diagnosis, Assessment & Disease Monitoring (DADM) is an open access, peer-reviewed, journal from the Alzheimer''s Association® that will publish new research that reports the discovery, development and validation of instruments, technologies, algorithms, and innovative processes. Papers will cover a range of topics interested in the early and accurate detection of individuals with memory complaints and/or among asymptomatic individuals at elevated risk for various forms of memory disorders. The expectation for published papers will be to translate fundamental knowledge about the neurobiology of the disease into practical reports that describe both the conceptual and methodological aspects of the submitted scientific inquiry. Published topics will explore the development of biomarkers, surrogate markers, and conceptual/methodological challenges. Publication priority will be given to papers that 1) describe putative surrogate markers that accurately track disease progression, 2) biomarkers that fulfill international regulatory requirements, 3) reports from large, well-characterized population-based cohorts that comprise the heterogeneity and diversity of asymptomatic individuals and 4) algorithmic development that considers multi-marker arrays (e.g., integrated-omics, genetics, biofluids, imaging, etc.) and advanced computational analytics and technologies.
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