Identification of Genetic Loci Shared Between Attention-Deficit/Hyperactivity Disorder, Intelligence, and Educational Attainment.

Kevin S O'Connell, Alexey Shadrin, Olav B Smeland, Shahram Bahrami, Oleksandr Frei, Francesco Bettella, Florian Krull, Chun C Fan, Ragna B Askeland, Gun Peggy S Knudsen, Anne Halmøy, Nils Eiel Steen, Torill Ueland, G Bragi Walters, Katrín Davíðsdóttir, Gyða S Haraldsdóttir, Ólafur Ó Guðmundsson, Hreinn Stefánsson, Ted Reichborn-Kjennerud, Jan HaavikAnders M Dale, Kári Stefánsson, Srdjan Djurovic, Ole A Andreassen

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that is consistently associated with lower levels of educational attainment. A recent large genome-wide association study identified common gene variants associated with ADHD, but most of the genetic architecture remains unknown. Methods: We analyzed independent genome-wide association study summary statistics for ADHD (19,099 cases and 34,194 controls), educational attainment (N = 842,499), and general intelligence (N = 269,867) using a conditional/conjunctional false discovery rate (FDR) statistical framework that increases power of discovery by conditioning the FDR on overlapping associations. The genetic variants identified were characterized in terms of function, expression, and biological processes. Results: We identified 58 linkage disequilibrium-independent ADHD-associated loci (conditional FDR < 0.01), of which 30 were shared between ADHD and educational attainment or general intelligence (conjunctional FDR < 0.01) and 46 were novel risk loci for ADHD. Conclusions: These results expand on previous genetic and epidemiological studies and support the hypothesis of a shared genetic basis between these phenotypes. Although the clinical utility of the identified loci remains to be determined, they can be used as resources to guide future studies aiming to disentangle the complex etiologies of ADHD, educational attainment, and general intelligence. Keywords: ADHD; Cognition; Genetic overlap; Mental health; Pleiotropy; Psychiatric disorder.
Original languageEnglish
Pages (from-to)1052-1062
JournalBiological Psychiatry
Volume87
Issue number12
DOIs
Publication statusPublished - 29 Nov 2019

Other keywords

  • ADHD
  • Attention Deficit Disorder with Hyperactivity
  • Cognition
  • Gen
  • Genetic Loci
  • Genetic overlap
  • Intelligence
  • Mental health
  • Pleiotropy
  • Psychiatric disorder

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