Copy-number variants and polygenic risk for intelligence confer risk for autism spectrum disorder irrespective of their effects on cognitive ability
Zoe Schmilovich, Vincent-Raphaël BourqueiD, Elise A. DouardiD, Guillaume HuguetiD, Cécile PoulainiD, Jay P. RossiD, Paria AlipouriD, Charles-Etienne CastonguayiD, Nadine Younis, Martineau Jean‐LouisiD, Zohra SaciiD, Zdenka PausováiD, Tomáš PausiD, Günter SchumanniD, David John PorteousiD, Gail DaviesiD, Paul H. RedmondiD, Sarah E. HarrisiD, Ian J. DearyiD, Heather Clare WhalleyiD, Caroline HaywardiD, Patrick A. DioniD, Sébastien JacquemontiD, Guy Armand RouleauiD
Abstract
Rare copy number variants (CNVs) and polygenic risk for intelligence (PRS-IQ) both confer risk for autism spectrum disorder (ASD) but have opposing effects on cognitive ability. The field has struggled to disentangle the effects of these two classes of genomic variants on cognitive ability from their effects on ASD risk, in part because previous studies did not include controls with cognitive measures. We aim to investigate the impact of these genomic variants on ASD risk while adjusting for their known effects on cognitive ability. In a cohort of 8,426 subjects with ASD and 169,804 controls with cognitive assessments, we found that rare coding CNVs and PRS-IQ increased ASD risk, even after adjusting for their effects on cognitive ability. Bottom decile PRS-IQ and CNVs both decreased cognitive ability but had opposing effects on ASD risk. Models combining both classes of variants showed that the effects of rare CNVs and PRS-IQ on ASD risk and cognitive ability were largely additive, further suggesting that risk for ASD is conferred independently from its effects on cognitive ability. Despite imparting mostly additive effects on ASD risk, rare CNVs and PRS-IQ showed opposing effects on core and associated features and developmental history among subjects with ASD. Our findings suggest that cognitive ability itself may not be the factor driving the underlying risk for ASD conferred by these two classes of genomic variants. In other words, ASD risk and cognitive ability may be two distinct manifestations of CNVs and PRS-IQ. This study also highlights the challenge of understanding how genetic risk for ASD maps onto its dimensional traits.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 6
- FWCI
- 1.46
- Field percentile
- top 21%
- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Effects-sizes of deletions and duplications on autism risk across the genome
Elise A. Douard, Abderrahim Zeribi, … Sébastien Jacquemont·American Journal of PsychiatryPeer-reviewed·Sep 11, 2020
- Evaluating the Joint Effects of Recurrent Copy Number Variants and Polygenic Scores on the Risk of Psychiatric Disorders in the iPSYCH2015 Case-Cohort Sample
Morteza Vaez, Simone Montalbano, … Andrés Ingason·medRxiv·Sep 23, 2024
- Large mosaic copy number variations confer autism risk
Maxwell A. Sherman, Rachel E. Rodin, … Po‐Ru Loh·Nature NeurosciencePeer-reviewed·Jan 11, 2021
- Polygenic transmission disequilibrium confirms that common and rare variation act additively to create risk for autism spectrum disorders
iPSYCH-Broad Autism Group, Daniel J. Weiner, … Elise Robinson·Nature GeneticsPeer-reviewed·May 15, 2017
- Exome-wide rare variant genetic load is associated with cognition, intellectual disability and psychiatric disorders in population-based cohorts
Mohammad Mehdi Ahangari, Spencer M. Moore, … Tobias Wolfram·medRxiv·Oct 15, 2026
- The Contributions of Rare Inherited and Polygenic Risk to ASD in Multiplex Families
Matilde Cirnigliaro, Timothy S. Chang, … Daniel H. Geschwind·Proceedings of the National Academy of SciencesPeer-reviewed·Jul 28, 2023