Genomic deletion and duplication effects on cognitive ability lie at the opposing ends of the cortical sensorimotor-association hierarchy
Kuldeep KumariD, Sayeh KazemiD, Jane Yang, Florian BénitièreiD, Mame Seynabou DiopiD, Benjamin ClarkiD, Guillaume HuguetiD, Worrawat EngchuaniD, Jakub KopáliD, Thomas RenneiD, Omar ShantaiD, Bhooma ThiruvahindrapuramiD, Jeffrey R. MacDonaldiD, Josephine MolloniD, Laura M. SchultziD, Emma E. M. KnowlesiD, David PorteousiD, Gail DaviesiD, Paul Redmond, Sarah E. HarrisiD, Simon R. CoxiD, Günter SchumanniD, Zdenka PausováiD, Celia M.T. GreenwoodiD, Tomáš PausiD, , Sébastien JacquemontiD
Abstract
Cognitive deficits are common across many neurodevelopmental and psychiatric conditions, including those studied in the current set of PGC-CNV papers. How changes in regional gene expression across the cerebral cortex influence cognitive ability remains unknown. Population variation in gene dosage, which significantly impacts gene expression, represents a unique paradigm to address this question. We developed a cerebral-cortex gene-set burden analysis (CC-GSBA) to associate a trait with genomic deletions and duplications that disrupt genes with similar expression profiles across 180 cortical regions. We performed CC-GSBA across 180 cortical regions to test associations with cognitive ability in 258,292 individuals from general population cohorts. Most cortical gene sets were associated with a decrease in cognitive ability when deleted or duplicated, and this approach revealed opposing cortical patterns for the effect sizes of deletions and duplications. These cortical patterns of effect sizes followed the cortical hierarchy previously characterized at the molecular, cellular, and functional levels. We show that genes with preferential expression in sensorimotor regions demonstrated the largest effect on cognition when deleted. At the opposing end of the cortical hierarchy, genes with preferential expression in multimodal association regions affected cognition the most when duplicated. This cortical pattern of gene dosage response could not be explained by particular cell types, developmental epochs, or genetic constraints, highlighting the fact that the macroscopic network organization of the cerebral cortex is key to understanding the effects of gene dosage on cognitive traits.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- Organism
- Assay
- 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 of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes
Guillaume Huguet, Thomas Renne, … Sébastien Jacquemont·Cell GenomicsPeer-reviewed·Dec 1, 2024
- Genome wide analysis of gene dosage in 24,092 individuals shows that 10,000 genes modulate cognitive ability
Guillaume Huguet, Catherine Schramm, … Sébastien Jacquemont·bioRxiv·Apr 3, 2020
- General and specific patterns of cortical gene expression as substrates of complex cognitive functioning
Joanna E. Moodie, Sarah E. Harris, … Simon R. Cox·Human Brain MappingPeer-reviewed·Mar 1, 2024
- Distinct regionalization patterns of cortical morphology are associated with cognitive performance across different domains
Clare E. Palmer, Weiqi Zhao, … Terry L. Jernigan·bioRxiv·Feb 13, 2020
- Cortical remodelling in childhood is associated with genes enriched for neurodevelopmental disorders
Gareth Ball, Jakob Seidlitz, … Marc L. Seal·NeuroImagePeer-reviewed·Apr 7, 2020
- Larger cerebral cortex is genetically correlated with greater frontal area and dorsal thickness
Carolina Makowski, Hao Wang, … Chi‐Hua Chen·Proceedings of the National Academy of SciencesPeer-reviewed·Mar 9, 2023