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Mendelian randomization analysis using GWAS and eQTL data to investigate the relationship between chronotype and neuropsychiatric disorders and their molecular basis

Shane Crinion, Cathy A. Wyse, Gary Donohoe, Lorna M. Lopez, Derek W. Morris*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Chronotype is a proxy sleep measure that has been associated with neuropsychiatric disorders. By investigating how chronotype influences risk for neuropsychiatric disorders and vice versa, we may identify modifiable risk factors for each phenotype. Here we used Mendelian randomization (MR), to explore causal effects by (1) studying the causal relationships between neuropsychiatric disorders and chronotype and (2) characterizing the genetic components of these phenotypes. Firstly, we investigated if a causal role exists between five neuropsychiatric disorders and chronotype using the largest genome-wide association studies (GWAS) available. Secondly, we integrated data from expression quantitative trait loci (eQTLs) to investigate the role of gene expression alterations on these phenotypes. Evening chronotype was causal for increased risk of schizophrenia and autism spectrum disorder and schizophrenia was causal for a tendency toward evening chronotype. We identified 12 eQTLs where gene expression changes in brain or blood were causal for one of the phenotypes, including two eQTLs for SNX19 in hippocampus and hypothalamus that were causal for schizophrenia. These findings provide important evidence for the complex, bidirectional relationship that exists between a sleep-based phenotype and neuropsychiatric disorders, and use gene expression data to identify causal roles for genes at associated loci.

Original languageEnglish
Article numbere32980
JournalAmerican Journal of Medical Genetics Part B: Neuropsychiatric Genetics
Volume195
Issue number7
Early online date29 Mar 2024
DOIs
Publication statusPublished - 1 Oct 2024

Keywords / Materials (for Non-textual outputs)

  • Humans
  • Mendelian Randomization Analysis/methods
  • Genome-Wide Association Study
  • Quantitative Trait Loci/genetics
  • Schizophrenia/genetics
  • Genetic Predisposition to Disease
  • Sleep/genetics
  • Phenotype
  • Polymorphism, Single Nucleotide/genetics
  • Autism Spectrum Disorder/genetics
  • Circadian Rhythm/genetics
  • Mental Disorders/genetics
  • Risk Factors
  • Chronotype

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