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Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Language dysfunction and related amyloid-β in Alzheimer's disease mediated by brain functional connectivity changes
Jin-Wen Xiao1, Jin Wang2, Jin-Tao Wang3
1Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; Department of Neurology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, No.160 Pujian Road, Shanghai 200127, China.
Reduced functional connectivity in Alzheimer's disease (AD) mediates the link between amyloid-β buildup and language impairment. Specifically, altered connectivity in fronto-temporal regions, particularly the left rpSTS, is associated with speech changes in AD patients.
Area of Science:
- Neuroscience
- Neurology
- Cognitive Science
Background:
- Language dysfunction is an early symptom of Alzheimer's disease (AD).
- The relationship between amyloid-β pathology and language impairment in AD is not fully understood.
- Functional connectivity (FC) within language networks is crucial for maintaining language function.
Purpose of the Study:
- To investigate whether altered functional connectivity (FC) in fronto-temporal language regions mediates the association between amyloid-β burden and language dysfunction in Alzheimer's disease (AD).
- To explore the specific role of fronto-temporal FC in the progression of language deficits associated with amyloid-β accumulation.
Main Methods:
- Recruited 110 participants (44 cognitively unimpaired, 24 mild cognitive impairment, 42 AD patients).
- Assessed language function using acoustic and semantic features from speech recordings (cookie-theft picture description).
- Utilized resting-state functional MRI and 18F-florbetapir PET to measure fronto-temporal FC and amyloid-β burden.
Main Results:
- AD patients exhibited prolonged silence durations and hesitation in speech, correlated with semantic content.
- Average silence duration positively correlated with global amyloid-β burden (r=0.30, p=0.015).
- Reduced fronto-temporal FC was observed in AD patients. Mediation analysis showed reduced FC between left rpSTS and right dIFG mediated the link between amyloid-β burden and speech silence duration (a*b=0.19, p=0.026).
Conclusions:
- Reduced fronto-temporal functional connectivity mediates the relationship between amyloid-β burden and language dysfunction in Alzheimer's disease.
- The left rostroposterior superior temporal sulcus (rpSTS) appears particularly vulnerable to amyloid-β burden, potentially leading to impaired connectivity with other language network regions.
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