Separable neural mechanisms for the pleiotropic association of copy number variants with neuropsychiatric traits.
Jonathan R ReinwaldAlexander SartoriusWolfgang Weber-FahrMarkus SackRobert BeckerMichael DidriksenTine B StensbølAdam J SchwarzAndreas Meyer-LindenbergNatalia GassPublished in: Translational psychiatry (2020)
22q11.2, 15q13.3, and 1q21.1 microdeletions attract considerable interest by conferring high risk for a range of neuropsychiatric disorders, including schizophrenia and autism. A fundamental open question is whether divergent or convergent neural mechanisms mediate this genetic pleiotropic association with the same behavioral phenotypes. We use a combination of rodent microdeletion models with high-field neuroimaging to perform a comparative whole-brain characterization of functional and structural mechanisms linked to high-risk states. Resting-state functional and structural magnetic resonance imaging data were acquired on mice carrying heterozygous microdeletions in 22q11.2 (N = 12), 15q13.3 (N = 11), and 1q21.1 (N = 11) loci. We performed network-based statistic, graph, and morphometric analyses. The three microdeletions did not share significant systems-level features. Instead, morphometric analyses revealed microcephaly in 1q21.1 and macrocephaly in 15q13.3 deletions, whereas cerebellar volume was specifically reduced in 22q11.2 deletion. In function, 22q11.2 deletion mice showed widespread cortical hypoconnectivity, accompanied by opposing hyperconnectivity in dopaminergic pathways, which was confirmed by graph analysis. 1q21.1 exhibited distinct changes in posterior midbrain morphology and function, especially in periaqueductal gray, whereas 15q13.3 demonstrated alterations in auditory/striatal system. The combination of cortical hypoconnectivity and dopaminergic hyperconnectivity and reduced cerebellum in 22q11.2 deletion mirrors key neurodevelopmental features of schizophrenia, whereas changes in midbrain and auditory/striatal morphology and topology in 1q21.1 and 15q13.3 rather indicate focal processes possibly linked to the emergence of abnormal salience perception and hallucinations. In addition to insights into pathophysiological processes in these microdeletions, our results establish the general point that microdeletions might increase risk for overlapping neuropsychiatric phenotypes through separable neural mechanisms.
Keyphrases
- subarachnoid hemorrhage
- functional connectivity
- resting state
- copy number
- cerebral ischemia
- genome wide
- mitochondrial dna
- magnetic resonance imaging
- bipolar disorder
- dna methylation
- high fat diet induced
- zika virus
- computed tomography
- convolutional neural network
- machine learning
- early onset
- electronic health record
- gene expression
- hearing loss
- contrast enhanced
- deep learning
- congenital heart disease