Structural brain imaging studies offer clues about the effects of the shared genetic etiology among neuropsychiatric disorders.
Nevena V RadonjićJonathan L HessPaula RoviraOle AndreassenJan K BuitelaarChristopher R K ChingBarbara FrankeMartine HoogmanNeda JahanshadCarrie McDonaldLianne SchmaalSanjay M SisodiyaDan J SteinOdile A van den HeuvelTheo G M van ErpDaan van RooijDick J VeltmanPaul ThompsonStephen V FaraonePublished in: Molecular psychiatry (2021)
Genomewide association studies have found significant genetic correlations among many neuropsychiatric disorders. In contrast, we know much less about the degree to which structural brain alterations are similar among disorders and, if so, the degree to which such similarities have a genetic etiology. From the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) consortium, we acquired standardized mean differences (SMDs) in regional brain volume and cortical thickness between cases and controls. We had data on 41 brain regions for: attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD), bipolar disorder (BD), epilepsy, major depressive disorder (MDD), obsessive compulsive disorder (OCD), and schizophrenia (SCZ). These data had been derived from 24,360 patients and 37,425 controls. The SMDs were significantly correlated between SCZ and BD, OCD, MDD, and ASD. MDD was positively correlated with BD and OCD. BD was positively correlated with OCD and negatively correlated with ADHD. These pairwise correlations among disorders were correlated with the corresponding pairwise correlations among disorders derived from genomewide association studies (r = 0.494). Our results show substantial similarities in sMRI phenotypes among neuropsychiatric disorders and suggest that these similarities are accounted for, in part, by corresponding similarities in common genetic variant architectures.
Keyphrases
- attention deficit hyperactivity disorder
- major depressive disorder
- autism spectrum disorder
- bipolar disorder
- obsessive compulsive disorder
- white matter
- intellectual disability
- resting state
- systematic review
- working memory
- genome wide
- deep brain stimulation
- case control
- end stage renal disease
- gene expression
- high resolution
- copy number
- electronic health record
- big data
- functional connectivity
- chronic kidney disease
- deep learning
- computed tomography
- randomized controlled trial
- dna methylation
- machine learning
- blood brain barrier
- peritoneal dialysis