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Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD.

Publication ,  Journal Article
García-Marín, LM; Campos, AI; Cuéllar-Partida, G; Medland, SE; Kollins, SH; Rentería, ME
Published in: Sci Rep
November 19, 2021

Attention Deficit-Hyperactivity Disorder (ADHD) is a complex psychiatric and neurodevelopmental disorder that develops during childhood and spans into adulthood. ADHD's aetiology is complex, and evidence about its cause and risk factors is limited. We leveraged genetic data from genome-wide association studies (GWAS) and performed latent causal variable analyses using a hypothesis-free approach to infer causal associations between 1387 complex traits and ADHD. We identified 37 inferred potential causal associations with ADHD risk. Our results reveal that genetic variants associated with iron deficiency anemia (ICD10), obesity, type 2 diabetes, synovitis and tenosynovitis (ICD10), polyarthritis (ICD10), neck or shoulder pain, and substance use in adults display partial genetic causality on ADHD risk in children. Genetic variants associated with ADHD have a partial genetic causality increasing the risk for chronic obstructive pulmonary disease and carpal tunnel syndrome. Protective factors for ADHD risk included genetic variants associated with the likelihood of participating in socially supportive and interactive activities. Our results show that genetic liability to multiple complex traits influences a higher risk for ADHD, highlighting the potential role of cardiometabolic phenotypes and physical pain in ADHD's aetiology. These findings have the potential to inform future clinical studies and development of interventions.

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Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

November 19, 2021

Volume

11

Issue

1

Start / End Page

22628

Location

England

Related Subject Headings

  • Substance-Related Disorders
  • Risk
  • Phenotype
  • Obesity
  • Multifactorial Inheritance
  • Humans
  • Genomics
  • Genome-Wide Association Study
  • Genetic Variation
  • Genetic Predisposition to Disease
 

Citation

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García-Marín, L. M., Campos, A. I., Cuéllar-Partida, G., Medland, S. E., Kollins, S. H., & Rentería, M. E. (2021). Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD. Sci Rep, 11(1), 22628. https://doi.org/10.1038/s41598-021-01517-7
García-Marín, Luis M., Adrián I. Campos, Gabriel Cuéllar-Partida, Sarah E. Medland, Scott H. Kollins, and Miguel E. Rentería. “Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD.Sci Rep 11, no. 1 (November 19, 2021): 22628. https://doi.org/10.1038/s41598-021-01517-7.
García-Marín LM, Campos AI, Cuéllar-Partida G, Medland SE, Kollins SH, Rentería ME. Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD. Sci Rep. 2021 Nov 19;11(1):22628.
García-Marín, Luis M., et al. “Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD.Sci Rep, vol. 11, no. 1, Nov. 2021, p. 22628. Pubmed, doi:10.1038/s41598-021-01517-7.
García-Marín LM, Campos AI, Cuéllar-Partida G, Medland SE, Kollins SH, Rentería ME. Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD. Sci Rep. 2021 Nov 19;11(1):22628.

Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

November 19, 2021

Volume

11

Issue

1

Start / End Page

22628

Location

England

Related Subject Headings

  • Substance-Related Disorders
  • Risk
  • Phenotype
  • Obesity
  • Multifactorial Inheritance
  • Humans
  • Genomics
  • Genome-Wide Association Study
  • Genetic Variation
  • Genetic Predisposition to Disease