High Loading of Polygenic Risk for ADHD in Children With Comorbid Aggression

Stephen V. Faraone, Benjamin M. Neale, Håkon Håkonarson, Peter Holmans, Nigel Williams, Michael J. Owen, Michael O‘Donovan, Stephan Ripke, Sarah E. Medland, Herbert Roeyers, Anita Thapar, Jan K. Buitelaar, Andreas Reif, Richard Anney, Tobias Banaschewski, Marian L. Hamshere, Christine M. Freitag, Klaus‐Peter Lesch, Joseph Biederman, Alejandro Arias Vásquez, Barbara Franke, Philip Asherson, Jonna Kuntsi, Marcel Romanos, Edmund Sonuga‐Barke, Alysa E. Doyle, Robert D. Oades, Hans‐Christoph Steinhausen, Joanna Martin, K. Langley, James J. McGough, Andreas Warnke, Lindsey Kent, Jobst Meyer, Aribert Rothenberger, Evangelia Stergiakouli, Nanda Lambregts-Rommelse, Tobias Renner, Jasmin Romanos, Haukur Pálmason, Andrew Merwood, Sharifah Shameem Agha
2013-07-04

SCID:  54.1/zzp7b662
OBJECTIVE Although attention deficit hyperactivity disorder (ADHD) is highly heritable, genome-wide association studies (GWAS) have not yet identified any common genetic variants that contribute to risk. There is evidence that aggression or conduct disorder in children with ADHD indexes higher genetic loading and clinical severity. The authors examine whether common genetic variants considered en masse as polygenic scores for ADHD are especially enriched in children with comorbid conduct disorder. METHOD Polygenic scores derived from an ADHD GWAS meta-analysis were calculated in an independent ADHD sample (452 case subjects, 5,081 comparison subjects). Multivariate logistic regression analyses were employed to compare polygenic scores in the ADHD and comparison groups and test for higher scores in ADHD case subjects with comorbid conduct disorder relative to comparison subjects and relative to those without comorbid conduct disorder. Association with symptom scores was tested using linear regression. RESULTS Polygenic risk for ADHD, derived from the meta-analysis, was higher in the independent ADHD group than in the comparison group. Polygenic score was significantly higher in ADHD case subjects with conduct disorder relative to ADHD case subjects without conduct disorder. ADHD polygenic score showed significant association with comorbid conduct disorder symptoms. This relationship was explained by the aggression items. CONCLUSIONS Common genetic variation is relevant to ADHD, especially in individuals with comorbid aggression. The findings suggest that the previously published ADHD GWAS meta-analysis contains weak but true associations with common variants, support for which falls below genome-wide significance levels. The findings also highlight the fact that aggression in ADHD indexes genetic as well as clinical severity.
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2013-07-04
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Authors
Stephen V. Faraone
Benjamin M. Neale
Håkon Håkonarson
Peter Holmans
Nigel Williams
Michael J. Owen
Michael O‘Donovan
Stephan Ripke
Sarah E. Medland
Herbert Roeyers
Anita Thapar
Jan K. Buitelaar
Andreas Reif
Richard Anney
Tobias Banaschewski
Marian L. Hamshere
Christine M. Freitag
Klaus‐Peter Lesch
Joseph Biederman
Alejandro Arias Vásquez
Barbara Franke
Philip Asherson
Jonna Kuntsi
Marcel Romanos
Edmund Sonuga‐Barke
Alysa E. Doyle
Robert D. Oades
Hans‐Christoph Steinhausen
Joanna Martin
K. Langley
James J. McGough
Andreas Warnke
Lindsey Kent
Jobst Meyer
Aribert Rothenberger
Evangelia Stergiakouli
Nanda Lambregts-Rommelse
Tobias Renner
Jasmin Romanos
Haukur Pálmason
Andrew Merwood
Sharifah Shameem Agha
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