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情绪的声音表达可区分路易体痴呆与阿尔茨海默病。

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

作者信息

Kobayashi Masatomo, Yamada Yasunori, Shinkawa Kaoru, Nemoto Miyuki, Ota Miho, Nemoto Kiyotaka, Arai Tetsuaki

机构信息

Digital Health IBM Research Chuo Tokyo Japan.

Department of Psychiatry Division of Clinical Medicine Institute of Medicine University of Tsukuba Tsukuba Ibaraki Japan.

出版信息

Alzheimers Dement (Amst). 2024 May 8;16(2):e12594. doi: 10.1002/dad2.12594. eCollection 2024 Apr-Jun.

Abstract

UNLABELLED

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.

摘要

未标注

路易体痴呆(DLB)和阿尔茨海默病(AD)是两种最常见的神经退行性痴呆,二者均表现出情绪加工的改变。然而,DLB和AD中声音情绪表达如何变化以及二者之间有何差异仍未得到研究。我们收集了152名老年人在朗读故事时的语音数据,这些老年人分为DLB组、AD组和认知未受损(CU)组,并从效价和唤醒维度比较了他们的情绪韵律。与匹配的AD参与者和CU参与者相比,DLB患者的整体情绪表达减少,效价更低(更消极),唤醒程度更低(更平静),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分别以0.83和0.78的曲线下面积(AUC)区分DLB与AD和CU。我们的研究结果可能有助于区分DLB患者与AD患者和CU个体,作为DLB临床和神经病理变化的替代标志物。

重点

DLB在声音情绪表达上有明显减少。认知障碍与DLB中声音情绪表达减少有关。岛叶萎缩与DLB中声音情绪表达减少有关。情绪表达测量成功区分了DLB与AD或对照组。

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