Andrade Eduardo Inacio Nascimento, Manxhari Christina, Smith Kara M
Department of Neurology, University of Massachusetts Chan Medical School, Worcester, MA, United States.
NeuroNexus Institute, University of Massachusetts Chan Medical School, Worcester, MA, United States.
Front Hum Neurosci. 2023 Apr 11;17:1102024. doi: 10.3389/fnhum.2023.1102024. eCollection 2023.
Cognitive dysfunction and communication impairment are common and disabling symptoms in Parkinson's Disease (PD). Action verb deficits occur in PD, but it remains unclear if these impairments are related to motor system dysfunction and/or cognitive decline. The objective of our study was to evaluate relative contributions of cognitive and motor dysfunction to action verb production in naturalistic speech of patients with PD. We proposed that pausing before action-related language is associated with cognitive dysfunction and may serve as a marker of mild cognitive impairment in PD.
Participants with PD ( = 92) were asked to describe the Cookie Theft picture. Speech files were transcribed, segmented into utterances, and verbs classified as action or non-action (auxiliary). We measured silent pauses before verbs and before utterances containing verbs of different classes. Cognitive assessment included Montreal Cognitive Assessment (MoCA) and neuropsychological tests to categorize PD participants as normal cognition (PD-NC) or mild cognitive impairment (PD-MCI) based on Movement Disorders Society (MDS) Task Force Tier II criteria. Motor symptoms were assessed using MDS-UPDRS. We performed Wilcoxon rank sum tests to identify differences in pausing between PD-NC and PD-MCI. Logistic regression models using PD-MCI as dependent variables were used to evaluate the association between pause variables and cognitive status.
Participants with PD-MCI demonstrated more pausing before and within utterances compared to PD-NC, and the duration of these pauses were correlated with MoCA but not motor severity (MDS-UPDRS). Logistic regression models demonstrated that pauses before action utterances were associated with PD-MCI status, whereas pauses before non-action utterances were not significantly associated with cognitive diagnosis.
We characterized pausing patterns in spontaneous speech in PD-MCI, including analysis of pause location with respect to verb class. We identified associations between cognitive status and pausing before utterances containing action verbs. Evaluation of verb-related pauses may be developed into a potentially powerful speech marker tool to detect early cognitive decline in PD and better understand linguistic dysfunction in PD.
认知功能障碍和沟通障碍是帕金森病(PD)常见且致残的症状。PD患者存在动作动词缺陷,但这些损伤是否与运动系统功能障碍和/或认知衰退相关仍不清楚。我们研究的目的是评估认知和运动功能障碍对PD患者自然言语中动作动词生成的相对影响。我们提出,在与动作相关的语言之前停顿与认知功能障碍有关,可能是PD患者轻度认知障碍的一个标志。
92名PD患者被要求描述“偷饼干”图片。对语音文件进行转录、分割为话语,并将动词分类为动作动词或非动作动词(助动词)。我们测量了动词之前以及包含不同类别动词的话语之前的沉默停顿。认知评估包括蒙特利尔认知评估量表(MoCA)和神经心理学测试,根据运动障碍协会(MDS)特别工作组二级标准将PD参与者分类为认知正常(PD-NC)或轻度认知障碍(PD-MCI)。使用MDS-UPDRS评估运动症状。我们进行了Wilcoxon秩和检验,以确定PD-NC和PD-MCI之间停顿的差异。使用以PD-MCI作为因变量的逻辑回归模型来评估停顿变量与认知状态之间的关联。
与PD-NC相比,PD-MCI患者在话语之前和之中表现出更多停顿,并且这些停顿的持续时间与MoCA相关,但与运动严重程度(MDS-UPDRS)无关。逻辑回归模型表明,动作话语之前的停顿与PD-MCI状态相关,而非动作话语之前的停顿与认知诊断无显著关联。
我们描述了PD-MCI患者自发言语中的停顿模式,包括根据动词类别分析停顿位置。我们确定了认知状态与包含动作动词的话语之前停顿之间的关联。对与动词相关停顿的评估可能会发展成为一种潜在的强大言语标记工具,以检测PD患者早期认知衰退,并更好地理解PD患者的语言功能障碍。