Metabolic connectivity has greater predictive utility for age and cognition than functional connectivity
Hamish A Deery1,2, Emma X Liang1,2, Chris Moran3
1School of Psychological Sciences, Monash University, Melbourne 3800, Australia.
High temporal resolution functional (18F)-fluorodeoxyglucose positron emission tomography (fPET) brain imaging reveals metabolic connectivity changes with aging. This method shows greater predictive utility for age and cognition compared to functional magnetic resonance imaging (fMRI).
Area of Science:
- Neuroscience
- Medical Imaging
- Gerontology
Background:
- Functional (18F)-fluorodeoxyglucose positron emission tomography (fPET) measures brain metabolism in vivo at the post-synaptic neuron.
- Functional magnetic resonance imaging (fMRI) reflects combined metabolic, haemodynamic, and vascular components of neuronal activity.
- The comparative value of fPET versus fMRI for studying brain aging and cognition remains unclear.
Purpose of the Study:
- To compare metabolic (fPET) and functional (fMRI) connectivity in younger and older adults.
- To assess the predictive ability of fPET and fMRI connectivity for age and cognitive performance.
- To investigate age-related alterations in brain metabolic and functional connectivity.
Main Methods:
- Simultaneous fPET/fMRI acquisition in 40 younger and 46 older adults.
- Cross-sectional comparison of whole-brain fPET and fMRI connectomes.
- Analysis of within- and between-network connectivity and graph metrics.
Main Results:
- fPET and fMRI connectomes exhibited moderate topological similarity.
- fPET revealed more age-related connectivity and graph metric differences than fMRI.
- fPET connectivity predicted performance across more cognitive domains than fMRI.
Conclusions:
- Brain aging is associated with metabolic connectivity reconfiguration distinct from haemodynamic changes.
- Metabolic connectivity, measured by fPET, offers greater predictive utility for age and cognition than functional connectivity (fMRI).
- Glucodynamic changes measured by fPET show promise as a biomarker for age-related cognitive decline.
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