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

Abstract

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.

Keywords

• affective prosody
• arousal
• digital health
• emotional processing
• Lewy body dementia
• machine learning