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Published on: October 13, 2016
Changes in functional and structural brain connectome along the Alzheimer's disease continuum
Massimo Filippi1,2, Silvia Basaia3, Elisa Canu3
1Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy. filippi.massimo@hsr.it.
Alzheimer's disease (AD) and mild cognitive impairment (MCI) show early structural brain network changes, particularly in converters to AD. The brain's connectional architecture influences AD progression.
Area of Science:
- Neuroscience
- Medical Imaging
- Network Science
Background:
- Alzheimer's disease (AD) and amnestic mild cognitive impairment (aMCI) involve progressive neurodegeneration.
- Understanding brain network alterations is crucial for early diagnosis and tracking disease progression.
- The relationship between healthy brain connectivity and atrophy patterns in AD is not fully understood.
Purpose of the Study:
- To investigate structural and functional brain network architecture in AD and aMCI patients, stratified by conversion to AD.
- To assess how healthy brain network connectivity relates to brain atrophy topography along the AD continuum.
Main Methods:
- Utilized graph analysis and connectomics to assess structural and functional brain network properties.
- Studied 94 AD patients, 47 aMCI patients (25 converters), and 53 healthy controls.
- Assessed healthy topological features based on connectivity to the maximal atrophy epicenter.
Main Results:
- Brain network graph properties were severely altered in AD patients.
- Structural brain networks were altered in early converters (c-aMCI) compared to controls, particularly in temporal and parietal regions.
- Structural connectivity alterations differentiated c-aMCI from non-converters (nc-aMCI).
- The left hippocampus was the disease epicenter in AD and c-aMCI.
- Regions with strongest healthy functional connectivity to the epicenter showed the most atrophy.
Conclusions:
- Progressive degeneration in AD is linked to early breakdown of anatomical brain connections.
- The topography of brain connectional architecture may modulate the spread of AD.
- Structural network analysis can distinguish between MCI converters and non-converters.
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