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Updated: Mar 29, 2026

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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
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Charting Frontotemporal Dementia: From Genes to Networks.
Massimo Filippi1,2, Federica Agosta1, Pilar M Ferraro1
1Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
Summary
Frontotemporal dementia (FTD) involves brain network changes. Neuroimaging studies reveal how these connectivity disorders impact symptomatic patients and asymptomatic gene carriers, aiding early diagnosis.
Area of Science:
- Neuroscience
- Genetics
- Neurology
Background:
- Frontotemporal dementia (FTD) is a heterogeneous syndrome affecting behavior, language, and motor functions, linked to frontal and temporal lobe degeneration.
- Frontotemporal lobar degeneration (FTLD) describes the proteinopathies underlying clinical FTD.
- Network-based neuroimaging suggests large-scale brain networks are involved in FTD pathogenesis.
Purpose of the Study:
- To review recent research on FTD syndromes as connectivity disorders.
- To examine genotype-specific changes in asymptomatic FTD gene mutation carriers.
- To explore the role of brain network breakdown in FTD diagnosis and prevention.
Main Methods:
- Review of network-based neuroimaging studies (resting state fMRI, diffusion tensor MRI).
- Analysis of symptomatic FTD patients.
- Examination of asymptomatic carriers of FTD-related gene mutations.
Main Results:
- Emerging evidence implicates specific large-scale brain networks in FTD pathogenesis.
- FTD syndromes can be understood as connectivity disorders.
- Genotype-specific changes are observed in asymptomatic carriers.
Conclusions:
- Brain network breakdown is central to FTD.
- Neuroimaging characterization of network changes may aid in early diagnosis.
- Understanding connectivity disorders could help prevent the impact of FTD.
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