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Updated: Oct 5, 2025

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Mapping brain structural differences and neuroreceptor correlates in Parkinson's disease visual hallucinations
Miriam Vignando1, Dominic Ffytche2, Simon J G Lewis3
1Department of Neuroimaging, King's College London, Institute of Psychiatry, Psychology and Neuroscience, De Crespigny Park, London, SE5 8AF, UK. miriam.vignando@kcl.ac.uk.
Parkinson's psychosis visual hallucinations involve wider brain areas than previously thought, including visual cortex and hippocampus. Neurotransmitter loss may correlate with these structural brain changes in Parkinson's disease patients.
Area of Science:
- Neuroimaging
- Neurology
- Psychiatry
Background:
- Parkinson's psychosis (PDP) encompasses symptoms like visual hallucinations (VH) in Parkinson's disease (PD).
- Previous neuroimaging studies on PDP neural correlates yielded inconsistent results due to study design and scale limitations.
Purpose of the Study:
- To identify cortical regions and networks associated with VH in PD using a large-scale mega-analysis of structural imaging data.
- To investigate the relationship between these structural changes and neurotransmitter receptor binding.
Main Methods:
- Empirical Bayes harmonisation was used to pool structural imaging data from multiple research groups.
- Cortical morphometrics and structural covariance analyses were performed.
- Associations with neurotransmitter receptor density maps were examined.
Main Results:
- A broader cortical involvement in VH was identified, including the primary visual cortex, surrounding regions, and the hippocampus, independent of cognitive decline.
- Structural covariance analyses indicated the involvement of attentional control networks in PD-VH.
- Neurotransmitter loss was suggested to be linked to observed cortical changes.
Conclusions:
- VH in Parkinson's disease are associated with widespread cortical structural alterations.
- Attentional networks and neurotransmitter deficits may play a significant role in the pathophysiology of PD-VH.
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