Brain micro-architecture and disinhibition: a latent phenotyping study across 33 impulsive and compulsive behaviours.
Rafa Romero-GarciaRoxanne W HookJeggan TiegoRichard A I BethlehemIan M GoodyerPeter B JonesRaymond J DolanJon E GrantEdward T BullmoreMurat YücelSamuel Robin ChamberlainPublished in: Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (2020)
Impulsive and compulsive symptoms are common, tend to co-occur, and collectively account for a substantive global disease burden. Latent phenotyping offers a promising approach to elucidate common neural mechanisms conferring vulnerability to such symptoms in the general population. We utilised the Neuroscience in Psychiatry Network (NSPN), a cohort of young people (aged 18-29 years) in the United Kingdom, who provided questionnaire data and Magnetic Resonance Imaging scans. Partial Least Squares was used to identify brain regions in which intra-cortical myelination (measured using Magnetisation Transfer, MT) was significantly associated with a disinhibition phenotype, derived from bi-factor modelling of 33 impulsive and compulsive problem behaviours. The neuroimaging sample comprised 126 participants, mean 22.8 (2.7 SD) years old, being 61.1% female. Disinhibition scores were significantly and positively associated with higher MT in the bilateral frontal and parietal lobes. 1279 genes associated with disinhibition-related brain regions were identified, which were significantly enriched for functional biological interactions reflecting receptor signalling pathways. This study indicates common microstructural brain abnormalities contributing to a multitude of related, prevalent, problem behaviours characterised by disinhibition. Such a latent phenotyping approach provides insights into common neurobiological pathways, which may help to improve disease models and treatment approaches. Now that this latent phenotyping model has been validated in a general population sample, it can be extended into patient settings.
Keyphrases
- white matter
- resting state
- magnetic resonance imaging
- high throughput
- functional connectivity
- obsessive compulsive disorder
- computed tomography
- cerebral ischemia
- working memory
- case report
- cross sectional
- climate change
- physical activity
- contrast enhanced
- electronic health record
- depressive symptoms
- risk factors
- combination therapy
- deep learning
- binding protein
- diffusion weighted imaging