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Enigma-CNV: Unraveling the Effects on Brain Structure of Rare Copy Number Variants Involved in Autism and Other Neurodevelopmental Diseases
Objectives: Our aim is to identify the effect of CNVs on brain MRI measures.
Methods: Structural T1-MRI data from ENIGMA-CNV and the UK biobank were analyzed (FreeSurfer) and CNVs called (PennCNV). Subcortical volumes, cortical area and thickness were normalized correcting for age, age squared, gender, scanner and intracranial volume (ICV). Dose response (deletion = 1, non-carrier = 2, duplication = 3) was analyzed in a linear model on the normalized brain values.
Results: We found a positive dose-response effect of copy number on intracranial volume (β=1.52, P=1.4E-26) and total surface area (β=0.81, P = 1.5E-08) with the highest effect on the frontal lobe and a small, significant negative dose response on caudate and hippocampus (β=-0.44, P=0.0026; β -0.5, P=0.00064) (deletion=30, non-carriers=24,575, duplications=19). In addition, in the largest analysis to date on 15q11.2 (119 deletions, 154 duplications, 37,871 non-carriers), we showed a positive dose response for cortical surface area (β=0.19, P=2.9E-3) and a negative dose response for average cortical thickness (β=-0.25, P=1.3E-4).
Conclusions: The mechanism behind the head circumference change in 1q21.1 distal CNV carriers seems to be an increase in cortical surface area which may indicate an effect on early development of the (dorsal) telencephalon. Together with other results both from ENIGMA-CNV and others, this indicates that each recurrent CNV has its own specific brain structural signature independent of its phenotypic outcome. These results underline the value of large-scale collaboration such as ENIGMA-CNV for studies of rare genetic variants implicated in autism and brain pathology.
All contributors to ENIGMA-CNV working group can be found at: http://enigma.ini.usc.edu/ongoing/enigma-cnv/enigma-cnv-co-authors/.