A Cross Sectional and Longitudinal Assessment of Neuropsychiatric Symptoms and Brain Functional Connectivity in Patients With Mild Cognitive Impairment, Cerebrovascular Disease and Parkinson Disease.
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| Title: | A Cross Sectional and Longitudinal Assessment of Neuropsychiatric Symptoms and Brain Functional Connectivity in Patients With Mild Cognitive Impairment, Cerebrovascular Disease and Parkinson Disease. |
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| Authors: | 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. |
| Source: | International Journal of Geriatric Psychiatry. Apr2025, Vol. 40 Issue 4, p1-14. 14p. |
| Subjects: | Hippocampus physiology, Statistical models, Functional connectivity, Mild cognitive impairment, Research funding, Mental illness, Executive function, Central nervous system stimulants, Questionnaires, Default mode network, Parkinson's disease, Behavior, Appetite, Anxiety, Agitation (Psychology), Temporal lobe, Aggression (Psychology), Large-scale brain networks, Cerebrovascular disease, Cerebellum, Regression analysis, Apathy |
| 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. [ABSTRACT FROM AUTHOR] |
| Copyright of International Journal of Geriatric Psychiatry is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Psychology and Behavioral Sciences Collection |
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| Header | DbId: pbh DbLabel: Psychology and Behavioral Sciences Collection An: 184680115 AccessLevel: 6 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A Cross Sectional and Longitudinal Assessment of Neuropsychiatric Symptoms and Brain Functional Connectivity in Patients With Mild Cognitive Impairment, Cerebrovascular Disease and Parkinson Disease. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Rashidi‐Ranjbar%2C+Neda%22">Rashidi‐Ranjbar, Neda</searchLink><br /><searchLink fieldCode="AR" term="%22Churchill%2C+Nathan+W%2E%22">Churchill, Nathan W.</searchLink><br /><searchLink fieldCode="AR" term="%22Black%2C+Sandra+E%2E%22">Black, Sandra E.</searchLink><br /><searchLink fieldCode="AR" term="%22Kumar%2C+Sanjeev%22">Kumar, Sanjeev</searchLink><br /><searchLink fieldCode="AR" term="%22Tartaglia%2C+Maria+C%2E%22">Tartaglia, Maria C.</searchLink><br /><searchLink fieldCode="AR" term="%22Freedman%2C+Morris%22">Freedman, Morris</searchLink><br /><searchLink fieldCode="AR" term="%22Lang%2C+Anthony%22">Lang, Anthony</searchLink><br /><searchLink fieldCode="AR" term="%22Ramirez%2C+Joel%22">Ramirez, Joel</searchLink><br /><searchLink fieldCode="AR" term="%22Saposnik%2C+Gustavo%22">Saposnik, Gustavo</searchLink><br /><searchLink fieldCode="AR" term="%22McLaughlin%2C+Paula+M%2E%22">McLaughlin, Paula M.</searchLink><br /><searchLink fieldCode="AR" term="%22Symons%2C+Sean%22">Symons, Sean</searchLink><br /><searchLink fieldCode="AR" term="%22Pollock%2C+Bruce+G%2E%22">Pollock, Bruce G.</searchLink><br /><searchLink fieldCode="AR" term="%22Rajji%2C+Tarek+K%2E%22">Rajji, Tarek K.</searchLink><br /><searchLink fieldCode="AR" term="%22Borrie%2C+Michael%22">Borrie, Michael</searchLink><br /><searchLink fieldCode="AR" term="%22Masellis%2C+Mario%22">Masellis, Mario</searchLink><br /><searchLink fieldCode="AR" term="%22Pasternak%2C+Stephen+H%2E%22">Pasternak, Stephen H.</searchLink><br /><searchLink fieldCode="AR" term="%22Frank%2C+Andrew%22">Frank, Andrew</searchLink><br /><searchLink fieldCode="AR" term="%22Seitz%2C+Dallas%22">Seitz, Dallas</searchLink><br /><searchLink fieldCode="AR" term="%22Ismail%2C+Zahinoor%22">Ismail, Zahinoor</searchLink><br /><searchLink fieldCode="AR" term="%22Tang‐Wai%2C+David+F%2E%22">Tang‐Wai, David F.</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Geriatric+Psychiatry%22">International Journal of Geriatric Psychiatry</searchLink>. Apr2025, Vol. 40 Issue 4, p1-14. 14p. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22Hippocampus+physiology%22">Hippocampus physiology</searchLink><br /><searchLink fieldCode="DE" term="%22Statistical+models%22">Statistical models</searchLink><br /><searchLink fieldCode="DE" term="%22Functional+connectivity%22">Functional connectivity</searchLink><br /><searchLink fieldCode="DE" term="%22Mild+cognitive+impairment%22">Mild cognitive impairment</searchLink><br /><searchLink fieldCode="DE" term="%22Research+funding%22">Research funding</searchLink><br /><searchLink fieldCode="DE" term="%22Mental+illness%22">Mental illness</searchLink><br /><searchLink fieldCode="DE" term="%22Executive+function%22">Executive function</searchLink><br /><searchLink fieldCode="DE" term="%22Central+nervous+system+stimulants%22">Central nervous system stimulants</searchLink><br /><searchLink fieldCode="DE" term="%22Questionnaires%22">Questionnaires</searchLink><br /><searchLink fieldCode="DE" term="%22Default+mode+network%22">Default mode network</searchLink><br /><searchLink fieldCode="DE" term="%22Parkinson's+disease%22">Parkinson's disease</searchLink><br /><searchLink fieldCode="DE" term="%22Behavior%22">Behavior</searchLink><br /><searchLink fieldCode="DE" term="%22Appetite%22">Appetite</searchLink><br /><searchLink fieldCode="DE" term="%22Anxiety%22">Anxiety</searchLink><br /><searchLink fieldCode="DE" term="%22Agitation+%28Psychology%29%22">Agitation (Psychology)</searchLink><br /><searchLink fieldCode="DE" term="%22Temporal+lobe%22">Temporal lobe</searchLink><br /><searchLink fieldCode="DE" term="%22Aggression+%28Psychology%29%22">Aggression (Psychology)</searchLink><br /><searchLink fieldCode="DE" term="%22Large-scale+brain+networks%22">Large-scale brain networks</searchLink><br /><searchLink fieldCode="DE" term="%22Cerebrovascular+disease%22">Cerebrovascular disease</searchLink><br /><searchLink fieldCode="DE" term="%22Cerebellum%22">Cerebellum</searchLink><br /><searchLink fieldCode="DE" term="%22Regression+analysis%22">Regression analysis</searchLink><br /><searchLink fieldCode="DE" term="%22Apathy%22">Apathy</searchLink> – Name: Abstract Label: Abstract Group: Ab Data: 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. [ABSTRACT FROM AUTHOR] – Name: AbstractSuppliedCopyright Label: Group: Ab Data: <i>Copyright of International Journal of Geriatric Psychiatry is the property of Wiley-Blackwell and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.) |
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| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1002/gps.70075 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 1 Subjects: – SubjectFull: Hippocampus physiology Type: general – SubjectFull: Statistical models Type: general – SubjectFull: Functional connectivity Type: general – SubjectFull: Mild cognitive impairment Type: general – SubjectFull: Research funding Type: general – SubjectFull: Mental illness Type: general – SubjectFull: Executive function Type: general – SubjectFull: Central nervous system stimulants Type: general – SubjectFull: Questionnaires Type: general – SubjectFull: Default mode network Type: general – SubjectFull: Parkinson's disease Type: general – SubjectFull: Behavior Type: general – SubjectFull: Appetite Type: general – SubjectFull: Anxiety Type: general – SubjectFull: Agitation (Psychology) Type: general – SubjectFull: Temporal lobe Type: general – SubjectFull: Aggression (Psychology) Type: general – SubjectFull: Large-scale brain networks Type: general – SubjectFull: Cerebrovascular disease Type: general – SubjectFull: Cerebellum Type: general – SubjectFull: Regression analysis Type: general – SubjectFull: Apathy Type: general Titles: – TitleFull: A Cross Sectional and Longitudinal Assessment of Neuropsychiatric Symptoms and Brain Functional Connectivity in Patients With Mild Cognitive Impairment, Cerebrovascular Disease and Parkinson Disease. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Rashidi‐Ranjbar, Neda – PersonEntity: Name: NameFull: Churchill, Nathan W. – PersonEntity: Name: NameFull: Black, Sandra E. – PersonEntity: Name: NameFull: Kumar, Sanjeev – PersonEntity: Name: NameFull: Tartaglia, Maria C. – PersonEntity: Name: NameFull: Freedman, Morris – PersonEntity: Name: NameFull: Lang, Anthony – PersonEntity: Name: NameFull: Ramirez, Joel – PersonEntity: Name: NameFull: Saposnik, Gustavo – PersonEntity: Name: NameFull: McLaughlin, Paula M. – PersonEntity: Name: NameFull: Symons, Sean – PersonEntity: Name: NameFull: Pollock, Bruce G. – PersonEntity: Name: NameFull: Rajji, Tarek K. – PersonEntity: Name: NameFull: Borrie, Michael – PersonEntity: Name: NameFull: Masellis, Mario – PersonEntity: Name: NameFull: Pasternak, Stephen H. – PersonEntity: Name: NameFull: Frank, Andrew – PersonEntity: Name: NameFull: Seitz, Dallas – PersonEntity: Name: NameFull: Ismail, Zahinoor – PersonEntity: Name: NameFull: Tang‐Wai, David F. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: Apr2025 Type: published Y: 2025 Identifiers: – Type: issn-print Value: 08856230 Numbering: – Type: volume Value: 40 – Type: issue Value: 4 Titles: – TitleFull: International Journal of Geriatric Psychiatry Type: main |
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