Smith Kara M, Demers-Peel Meaghan, Manxhari Christina, Stepp Cara E
Department of Neurology, University of Massachusetts Chan Medical School, Worcester, Massachusetts; NeuroNexus Institute, University of Massachusetts Chan Medical School, Worcester, Massachusetts.
Department of Neurology, University of Massachusetts Chan Medical School, Worcester, Massachusetts.
J Voice. 2023 Jul 25. doi: 10.1016/j.jvoice.2023.06.004.
In people with Parkinson's disease (PwPD), both motor and cognitive deficits influence voice and other aspects of communication. PwPD demonstrate vocal instability, but acoustic declines over the course of speaking are not well characterized and the role of cognition on these declines is unknown. We examined voice acoustics related to speech motor instability by comparing the first and the last utterances within a speech task. Our objective was to determine if mild cognitive impairment (MCI) status was associated with different patterns of acoustic change during these tasks.
Participants with PD (n = 44) were enrolled at University of Massachusetts Chan Medical School and classified by gold-standard criteria as normal cognition (PD-NC) or mild cognitive impairment (PD-MCI). The speech was recorded during the Rainbow Passage and a picture description task (Cookie Theft). We calculated the difference between first and last utterances in f mean and standardized semitones (STSD), cepstral peak prominence-smoothed (CPPS), and low to high ratio (LH). We used t-tests to compare the declines in acoustic parameters between the task types and between participants with PD-NC versus PD-MCI.
Mean f, f variability (STSD) and CPPS declined from the first to the last utterance in both tasks, but there was no significant difference in these declines between the PD-NC and PD-MCI groups. Those with PD-MCI demonstrated lower f variability on the whole in both tasks and lower CPPS in the picture description task, compared to those with PD-NC.
Mean and STSD f as well as CPPS may be sensitive to PD-MCI status in reading and spontaneous speech tasks. Speech motor instability can be observed in these voice acoustic parameters over brief speech tasks, but the degree of decline does not depend on cognitive status. These findings will inform the ongoing development of algorithms to monitor speech and cognitive function in PD.
在帕金森病患者(PwPD)中,运动和认知缺陷都会影响声音及其他交流方面。PwPD表现出声音不稳定,但说话过程中的声学衰退特征尚不明确,认知在这些衰退中的作用也未知。我们通过比较言语任务中的第一句和最后一句来研究与言语运动不稳定相关的声音声学特征。我们的目的是确定轻度认知障碍(MCI)状态是否与这些任务中不同的声学变化模式相关。
马萨诸塞大学医学院招募了帕金森病患者(n = 44),并根据金标准将其分类为正常认知(PD-NC)或轻度认知障碍(PD-MCI)。在彩虹段落和图片描述任务(偷饼干)中记录言语。我们计算了平均基频(f mean)和标准化半音(STSD)、谐波峰值突出度平滑值(CPPS)以及低高比(LH)在第一句和最后一句之间的差异。我们使用t检验比较任务类型之间以及PD-NC与PD-MCI参与者之间声学参数的下降情况。
在两项任务中,平均基频、基频变异性(STSD)和CPPS从第一句到最后一句均下降,但PD-NC组和PD-MCI组在这些下降方面无显著差异。与PD-NC患者相比,PD-MCI患者在两项任务中总体上表现出较低的基频变异性,在图片描述任务中表现出较低的CPPS。
在阅读和自发言语任务中,平均基频、STSD以及CPPS可能对PD-MCI状态敏感。在简短的言语任务中,这些声音声学参数中可观察到言语运动不稳定,但下降程度不取决于认知状态。这些发现将为正在进行的监测帕金森病言语和认知功能的算法开发提供信息。