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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Microstructural brain assessment in late-life depression and apathy using diffusion MRI multi-compartments models and
Renaud Hédouin1, Jean-Charles Roy1,2,3, Thomas Desmidt4,5,6
1Univ Rennes, INRIA, CNRS, INSERM, IRISA UMR 6074, Empenn ERL U 1228, 35000, Rennes, France.
Late-life depression (LLD) and apathy show altered white matter microstructure. Novel diffusion MRI models reveal striato-premotor tract changes, linking apathy to cognitive decline and dementia risk.
Area of Science:
- Neuroimaging
- Geriatric Psychiatry
- Cognitive Neuroscience
Background:
- Late-life depression (LLD) is common, disabling, and increases dementia risk.
- Apathy is associated with cognitive decline, but its underlying mechanisms in LLD are unclear.
- Diffusion Tensor Imaging (DTI) has limitations in accurately assessing white matter microstructure.
Purpose of the Study:
- To investigate novel diffusion model biomarkers for LLD and apathy using a multi-compartment model.
- To explore the relationship between apathy and white matter microstructure in specific fiber bundles.
- To identify new biomarkers for LLD and apathy, potentially revealing apathy's role in cognitive decline.
Main Methods:
- A tract-based approach interpolating microstructural metrics along fiber bundles.
- Inclusion of 56 individuals (35 LLD, 21 healthy controls).
- Multivariate statistical analysis combined with principal component analysis for data reduction.
Main Results:
- Identified statistical changes in diffusion MRI metrics in 5 different tracts.
- Demonstrated classically reported white matter modifications in LLD.
- Reported new findings on the biological basis of apathy in LLD, implicating striato-premotor tracts.
Conclusions:
- Novel diffusion models provide enhanced biomarkers for LLD and apathy.
- Striato-premotor tracts may play a role in LLD and apathy.
- White matter alterations in specific tracts are linked to both motivation and cognition, suggesting apathy as a potential prodromal phase of neurodegenerative disorders.
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