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轻度认知障碍、脑血管疾病和帕金森病患者神经精神症状与脑功能连接的横断面和纵向评估

A Cross Sectional and Longitudinal Assessment of Neuropsychiatric Symptoms and Brain Functional Connectivity in Patients With Mild Cognitive Impairment, Cerebrovascular Disease and Parkinson Disease.

作者信息

Rashidi-Ranjbar Neda, Churchill Nathan W, Black Sandra E, Kumar Sanjeev, Tartaglia Maria C, Freedman Morris, Lang Anthony, Ramirez Joel, Saposnik Gustavo, McLaughlin Paula M, Symons Sean, Pollock Bruce G, Rajji Tarek K, Borrie Michael, Masellis Mario, Pasternak Stephen H, Frank Andrew, Seitz Dallas, Ismail Zahinoor, Tang-Wai David F, Scott Christopher J M, Dowlatshahi Dar, Hassan Ayman, Munoz David G, Fornazzari Luis, Fischer Corinne E, Schweizer Tom A

机构信息

Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada.

Division of Neurology, Department of Medicine, Sunnybrook HSC, University of Toronto, Toronto, Canada.

出版信息

Int J Geriatr Psychiatry. 2025 Apr;40(4):e70075. doi: 10.1002/gps.70075.

Abstract

INTRODUCTION

Mild Behavioral Impairment (MBI) is characterized by later-life emergent and persistent neuropsychiatric symptoms (NPS) in older adults without dementia, serving as a potential precursor to various forms of dementia. This study explores the association between NPS and functional connectivity (FC) of the default mode network (DMN), executive control network (ECN), and salience network (SN) across three cohorts: mild cognitive impairment due to AD (MCI), cerebrovascular disease (CVD), and Parkinson's disease (PD). Additionally, the effect of CNS medication on NPS-FC associations was explored.

METHODS

Participants were recruited from the Ontario Neurodegenerative Disease Research Initiative (ONDRI). NPS were evaluated using the Neuropsychiatric Inventory Questionnaire (NPI-Q). We used dual regression to generate subject-specific whole-brain FC maps of the DMN, ECN, and SN. Using permutation testing we examined the association between NPS scores and FC maps at baseline (n = 349) and over a 2-year period (n = 225), controlling for age, sex, and years of education. A post-hoc linear model was used to assess the effect of CNS medication on each significant NPI-FC association within each group.

RESULTS

In the MCI group (n = 73), baseline disturbed nighttime behavior was positively correlated with functional connectivity (FC) between the anterior sensorimotor network. Longitudinally (n = 46), appetite changes were positively associated with FC between the anterior SN and fusiform gyrus. Disinhibition and apathy correlated with FC between the posterior SN and DMN. In the CVD group (n = 144), baseline anxiety was negatively associated with FC within the DMN and between the right ECN and DMN in the left hippocampus. Longitudinally (n = 99), agitation/aggression changes were negatively associated with FC between the right ECN and left anterior cerebellum. Irritability, the most common symptom in both MCI and CVD, did not have identifiable neural correlates, possibly due to its complexity or analysis limitations. In the PD group (n = 132), baseline disturbed nighttime behavior was positively associated with FC between the right ECN and DMN in the precuneus and left ECN and fusiform gyrus. Longitudinally (n = 80), changes in nighttime behavior correlated with FC between the left ECN and DMN in the precuneus. CNS medications had no effect on NPI-FC associations in the MCI group. In the CVD group, the absence of CNS medications was linked to decreased right ECN FC. In the PD group, Parkinson's medications changed the direction of the NPI night-time score-FC correlation at both baseline and the 2-year assessment, with higher scores associated with reduced left ECN FC in medicated individuals.

CONCLUSIONS

In conclusion, our study highlights the critical role of the DMN, ECN, and SN in processing neuropsychiatric symptoms (NPS) across MCI, CVD, and PD populations. We found significant associations between NPS and functional connectivity (FC) within and between these networks. MCI and PD showed positive associations with FC, particularly for disturbed nighttime behavior, while CVD exhibited negative associations, notably with anxiety and agitation. Although irritability was common in both MCI and CVD groups, its neural correlates remain unclear, emphasizing the need for further investigation. These findings support existing literature and pave the way for targeted therapeutic approaches, such as brain stimulation, to alleviate NPS. Additionally, the complex role of CNS medications in modulating NPS and FC warrants further investigation.

摘要

引言

轻度行为障碍(MBI)的特征是在无痴呆的老年人中出现并持续存在的神经精神症状(NPS),是各种形式痴呆的潜在前驱症状。本研究探讨了三个队列(阿尔茨海默病所致轻度认知障碍(MCI)、脑血管疾病(CVD)和帕金森病(PD))中NPS与默认模式网络(DMN)、执行控制网络(ECN)和突显网络(SN)的功能连接(FC)之间的关联。此外,还探讨了中枢神经系统药物对NPS-FC关联的影响。

方法

参与者从安大略省神经退行性疾病研究倡议(ONDRI)招募。使用神经精神科问卷(NPI-Q)评估NPS。我们使用双回归生成DMN、ECN和SN的个体全脑FC图谱。使用置换检验,我们在基线(n = 349)和2年期间(n = 225)检查了NPS评分与FC图谱之间的关联,并控制了年龄、性别和受教育年限。使用事后线性模型评估中枢神经系统药物对每组中每个显著的NPI-FC关联的影响。

结果

在MCI组(n = 73)中,基线时夜间行为紊乱与前感觉运动网络之间的功能连接(FC)呈正相关。纵向来看(n = 46),食欲变化与前SN和梭状回之间的FC呈正相关。脱抑制和淡漠与后SN和DMN之间的FC相关。在CVD组(n = 144)中,基线时焦虑与DMN内以及左侧海马体中右侧ECN和DMN之间的FC呈负相关。纵向来看(n = 99),激越/攻击行为的变化与右侧ECN和左侧前小脑之间的FC呈负相关。易激惹是MCI和CVD中最常见的症状,由于其复杂性或分析局限性,未发现可识别的神经关联。在PD组(n = 132)中,基线时夜间行为紊乱与楔前叶中右侧ECN和DMN之间以及左侧ECN和梭状回之间的FC呈正相关。纵向来看(n = 80),夜间行为的变化与楔前叶中左侧ECN和DMN之间的FC相关。中枢神经系统药物对MCI组中的NPI-FC关联没有影响。在CVD组中,未使用中枢神经系统药物与右侧ECN FC降低有关。在PD组中,帕金森病药物在基线和2年评估时改变了NPI夜间评分-FC相关性的方向,在用药个体中,较高的评分与左侧ECN FC降低相关。

结论

总之,我们的研究强调了DMN、ECN和SN在处理MCI、CVD和PD人群的神经精神症状(NPS)中的关键作用。我们发现NPS与这些网络内部和之间的功能连接(FC)之间存在显著关联。MCI和PD与FC呈正相关,特别是对于夜间行为紊乱,而CVD则呈负相关,特别是与焦虑和激越相关。尽管易激惹在MCI和CVD组中都很常见,但其神经关联仍不清楚,强调需要进一步研究。这些发现支持现有文献,并为缓解NPS的靶向治疗方法(如脑刺激)铺平了道路。此外,中枢神经系统药物在调节NPS和FC方面的复杂作用值得进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b980/12006058/558752ae5177/GPS-40-e70075-g003.jpg

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