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Dyslexia, ADHD and Educational Attainment using Polygenic Score: A Meta-analysis
University of Skövde, School of Bioscience.
2023 (English)Independent thesis Basic level (degree of Bachelor), 15 credits / 22,5 HE creditsStudent thesis
Abstract [en]

Developmental Dyslexia (DD), Attention Deficit Hyperactivity Disorder (ADHD), and Educational Attainment (EA) are highly prevalent conditions that have a significant impacton individuals' academic and social functioning. These conditions have a complex genetic basis and are often comorbid. To assess the polygenic architecture of these traits, psychiatric genetics researchers utilize a sophisticated tool known as polygenic scores (PGS). By combining numerous genes of individually modest effects, PGS summarizes an individual's genetic risk as a single score. In this study, we aimed to examine the association between PGS for ADHD and EA with typical DD traits. Using a meta-analytic approach, we analyzed data from earlier studies and found that PGS-ADHD accounts for 1.2% of the variance in DD, with a pooled effect size of r = -0.11 (95% CI = [-0.171, -0.050]). Similarly, PGS-EA accounted for 3.2% of the variance in DD, with a pooled effect size of r = 0.18 (95% CI = [0.070, 0.288]). Although these effect sizes are relatively small, it is important to note that PGS are not typically strong predictors on their own, but rather capture a small portion of the genetic variation that contributes to a trait or outcome. My findings suggest that PGS for ADHD and EA are associated with DD, indicating that DD has a complex genetic basis. However, these findings also raise questions about the impact of PGS on psychiatric research moving forward. To address these questions, I provide recommendations for future researchdirections.

Place, publisher, year, edition, pages
2023. , p. 38
Keywords [en]
developmental dyslexia, attention deficit hyperactivity disorder, educational attainment, polygenic score, meta-analysis
National Category
Neurosciences
Identifiers
URN: urn:nbn:se:his:diva-22731OAI: oai:DiVA.org:his-22731DiVA, id: diva2:1769920
External cooperation
Karolinska institutet
Subject / course
Cognitive Neuroscience
Educational program
Cognitive Neuroscience - Neuropsychology and Consciousness Studies
Supervisors
Examiners
Available from: 2023-06-19 Created: 2023-06-19 Last updated: 2023-06-19Bibliographically approved

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