Hostname: page-component-78c5997874-mlc7c Total loading time: 0 Render date: 2024-11-10T05:36:01.425Z Has data issue: false hasContentIssue false

Insights into attention-deficit/hyperactivity disorder from recent genetic studies

Published online by Cambridge University Press:  05 April 2021

Isabell Brikell
Affiliation:
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden National Centre for Register-based Research, Department of Economics and Business Economics, Aarhus University, Aarhus, Denmark
Christie Burton
Affiliation:
Neurosciences and Mental Health, Hospital for Sick Children, Toronto, Canada
Nina Roth Mota
Affiliation:
Department of Human Genetics, Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
Joanna Martin*
Affiliation:
MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK
*
Author for correspondence: Joanna Martin, E-mail: martinjm1@cardiff.ac.uk

Abstract

Attention-deficit/hyperactivity disorder (ADHD) is a common and highly heritable neurodevelopmental disorder (NDD). In this narrative review, we summarize recent advances in quantitative and molecular genetic research from the past 5–10 years. Combined with large-scale international collaboration, these advances have resulted in fast-paced progress in understanding the etiology of ADHD and how genetic risk factors map on to clinical heterogeneity. Studies are converging on a number of key insights. First, ADHD is a highly polygenic NDD with a complex genetic architecture encompassing risk variants across the spectrum of allelic frequencies, which are implicated in neurobiological processes. Second, genetic studies strongly suggest that ADHD diagnosis shares a large proportion of genetic risks with continuously distributed traits of ADHD in the population, with shared genetic risks also seen across development and sex. Third, ADHD genetic risks are shared with those implicated in many other neurodevelopmental, psychiatric and somatic phenotypes. As sample sizes and the diversity of genetic studies continue to increase through international collaborative efforts, we anticipate further success with gene discovery, characterization of how the ADHD phenotype relates to other human traits and growing potential to use genomic risk factors for understanding clinical trajectories and for precision medicine approaches.

Type
Invited Review
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Akmatov, M. K., Ermakova, T., & Bätzing, J. (2019). Psychiatric and nonpsychiatric comorbidities among children with ADHD: An exploratory analysis of nationwide claims data in Germany. Journal of Attention Disorders, 25(6), 874884. https://doi.org/10.1177/1087054719865779.CrossRefGoogle ScholarPubMed
Andersson, A., Tuvblad, C., Chen, Q., Du Rietz, E., Cortese, S., Kuja-Halkola, R., … Larsson, H. (2020). Research review: The strength of the genetic overlap between ADHD and other psychiatric symptoms – a systematic review and meta-analysis. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 61(11), 11731183. https://doi.org/10.1111/jcpp.13233.CrossRefGoogle ScholarPubMed
Anttila, V., Bulik-Sullivan, B., Finucane, H., Walters, R., Bras, J., Duncan, L., … IGAP consortium, IHGC consortium, ILAE Consortium on Complex Epilepsies, … on behalf of the Brainstorm consortium. (2017). Analysis of Shared Heritability in Common Disorders of the Brain (p. 048991). https://doi.org/10.1101/048991.CrossRefGoogle Scholar
APA. (2013). Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Pub.Google Scholar
Asherson, P., & Agnew-Blais, J. (2019). Annual research review: Does late-onset attention-deficit/hyperactivity disorder exist? Journal of Child Psychology and Psychiatry, and Allied Disciplines, 60(4), 333352.CrossRefGoogle ScholarPubMed
Bergen, S. E., Gardner, C. O., & Kendler, K. S. (2007). Age-related changes in heritability of behavioral phenotypes over adolescence and young adulthood: A meta-analysis. Twin Research and Human Genetics, 10(3), 423433.CrossRefGoogle Scholar
Bertelsen, E. N., Larsen, J. T., Petersen, L., Christensen, J., & Dalsgaard, S. (2016). Childhood epilepsy, febrile seizures, and subsequent risk of ADHD. Pediatrics, 138(2), e20154654. https://doi.org/10.1542/peds.2015-4654.CrossRefGoogle ScholarPubMed
Biederman, J., Faraone, S. V., Keenan, K., Benjamin, J., Krifcher, B., Moore, C., … Steingard, R. (1992). Further evidence for family-genetic risk factors in attention deficit hyperactivity disorder. Patterns of comorbidity in probands and relatives psychiatrically and pediatrically referred samples. Archives of General Psychiatry, 49(9), 728738.CrossRefGoogle ScholarPubMed
Bralten, J., Greven, C. U., Franke, B., Mennes, M., Zwiers, M. P., Rommelse, N. N. J., … Buitelaar, J. K. (2016). Voxel-based morphometry analysis reveals frontal brain differences in participants with ADHD and their unaffected siblings. Journal of Psychiatry & Neuroscience: JPN, 41(4), 272279.CrossRefGoogle ScholarPubMed
Breen, G., Li, Q., Roth, B. L., O'Donnell, P., Didriksen, M., Dolmetsch, R., … Edenberg, H. J. (2016). Translating genome-wide association findings into new therapeutics for psychiatry. Nature Neuroscience, 19(11), 13921396.CrossRefGoogle ScholarPubMed
Brikell, I., Ghirardi, L., D'Onofrio, B. M., Dunn, D. W., Almqvist, C., Dalsgaard, S., … Larsson, H. (2018). Familial liability to epilepsy and attention-deficit/hyperactivity disorder: A nationwide cohort study. Biological Psychiatry, 83(2), 173180.CrossRefGoogle ScholarPubMed
Brikell, I., Kuja-Halkola, R., & Larsson, H. (2015). Heritability of attention-deficit hyperactivity disorder in adults. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 168(6), 406413.CrossRefGoogle ScholarPubMed
Brikell, I., Larsson, H., Lu, Y., Pettersson, E., Chen, Q., Kuja-Halkola, R., … Martin, J. (2020). The contribution of common genetic risk variants for ADHD to a general factor of childhood psychopathology. Molecular Psychiatry, 25(8), 18091821. https://doi.org/10.1038/s41380-018-0109-2.CrossRefGoogle ScholarPubMed
Burt, S. A. (2009). Rethinking environmental contributions to child and adolescent psychopathology: A meta-analysis of shared environmental influences. Psychological Bulletin, 135(4), 608637.CrossRefGoogle ScholarPubMed
Burton, C. L., Wright, L., Shan, J., Xiao, B., Dupuis, A., Goodale, T., … Crosbie, J. (2019). SWAN Scale for ADHD trait-based genetic research: A validity and polygenic risk study. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 60(9), 988997.Google ScholarPubMed
Capusan, A. J., Bendtsen, P., Marteinsdottir, I., Kuja-Halkola, R., & Larsson, H. (2015). Genetic and environmental contributions to the association between attention deficit hyperactivity disorder and alcohol dependence in adulthood: A large population-based twin study. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 168(6), 414422.CrossRefGoogle Scholar
Capusan, A. J., Yao, S., Kuja-Halkola, R., Bulik, C. M., Thornton, L. M., Bendtsen, P., … Larsson, H. (2017). Genetic and environmental aspects in the association between attention-deficit hyperactivity disorder symptoms and binge-eating behavior in adults: A twin study. Psychological Medicine, 47(16), 28662878.CrossRefGoogle ScholarPubMed
Caye, A., Swanson, J., Thapar, A., Sibley, M., Arseneault, L., Hechtman, L., … Rohde, L. A. (2016). Life span studies of ADHD-conceptual challenges and predictors of persistence and outcome. Current Psychiatry Reports, 18(12), 111.CrossRefGoogle ScholarPubMed
Chang, Z., Ghirardi, L., Quinn, P. D., Asherson, P., D'Onofrio, B. M., & Larsson, H. (2019). Risks and benefits of attention-deficit/hyperactivity disorder medication on behavioral and neuropsychiatric outcomes: A qualitative review of pharmacoepidemiology studies using linked prescription databases. Biological Psychiatry, 86(5), 335343.CrossRefGoogle ScholarPubMed
Chang, Z., Lichtenstein, P., Asherson, P. J., & Larsson, H. (2013). Developmental twin study of attention problems: High heritabilities throughout development. JAMA Psychiatry, 70(3), 311318.CrossRefGoogle ScholarPubMed
Chang, S., Yang, L., Wang, Y., & Faraone, S. V. (2020). Shared polygenic risk for ADHD, executive dysfunction and other psychiatric disorders. Translational Psychiatry, 10(1), 182.CrossRefGoogle ScholarPubMed
Chen, Q., Brikell, I., Lichtenstein, P., Serlachius, E., Kuja-Halkola, R., Sandin, S., & Larsson, H. (2017). Familial aggregation of attention-deficit/hyperactivity disorder. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 58(3), 231239.CrossRefGoogle ScholarPubMed
Chen, Q., Hartman, C. A., Haavik, J., Harro, J., Klungsøyr, K., Hegvik, T.-A., … Larsson, H. (2018). Common psychiatric and metabolic comorbidity of adult attention-deficit/hyperactivity disorder: A population-based cross-sectional study. PLoS One, 13(9), e0204516.CrossRefGoogle ScholarPubMed
Chen, Q., Hartman, C. A., Kuja-Halkola, R., Faraone, S. V., Almqvist, C., & Larsson, H. (2019). Attention-deficit/hyperactivity disorder and clinically diagnosed obesity in adolescence and young adulthood: A register-based study in Sweden. Psychological Medicine, 49(11), 18411849.CrossRefGoogle Scholar
Chen, T.-J., Ji, C.-Y., Wang, S.-S., Lichtenstein, P., Larsson, H., & Chang, Z. (2016). Genetic and environmental influences on the relationship between ADHD symptoms and internalizing problems: A Chinese twin study. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 171(7), 931937.CrossRefGoogle ScholarPubMed
Cole, J., Ball, H. A., Martin, N. C., Scourfield, J., & Mcguffin, P. (2009). Genetic overlap between measures of hyperactivity/inattention and mood in children and adolescents. Journal of the American Academy of Child and Adolescent Psychiatry, 48(11), 10941101.CrossRefGoogle ScholarPubMed
Cortese, S., Sun, S., Zhang, J., Sharma, E., Chang, Z., Kuja-Halkola, R., … Faraone, S. V. (2018). Association between attention deficit hyperactivity disorder and asthma: A systematic review and meta-analysis and a Swedish population-based study. The Lancet. Psychiatry, 5(9), 717726.CrossRefGoogle Scholar
Crosbie, J., Arnold, P., Paterson, A., Swanson, J., Dupuis, A., Li, X., … Schachar, R. J. (2013). Response inhibition and ADHD traits: Correlates and heritability in a community sample. Journal of Abnormal Child Psychology, 41(3), 497507.CrossRefGoogle Scholar
Cross-Disorder Group of the PGC (2019). Genomic relationships, novel loci, and pleiotropic mechanisms across eight psychiatric disorders. Cell, 179(7), 14691482.e11.CrossRefGoogle Scholar
Dalsgaard, S., Østergaard, S. D., Leckman, J. F., Mortensen, P. B., & Pedersen, M. G. (2015). Mortality in children, adolescents, and adults with attention deficit hyperactivity disorder: A nationwide cohort study. The Lancet, 385(9983), 21902196.CrossRefGoogle ScholarPubMed
Daucourt, M. C., Erbeli, F., Little, C. W., Haughbrook, R., & Hart, S. A. (2020). A meta-analytical review of the genetic and environmental correlations between reading and attention-deficit hyperactivity disorder symptoms and reading and math. Scientific Studies of Reading, 24(1), 2356.CrossRefGoogle ScholarPubMed
Davey Smith, G., & Hemani, G. (2014). Mendelian randomization: Genetic anchors for causal inference in epidemiological studies. Human Molecular Genetics, 23(R1), R89R98.CrossRefGoogle ScholarPubMed
Demontis, D., Walters, R. K., Martin, J., Mattheisen, M., Als, T. D., Agerbo, E., … Neale, B. M. (2019). Discovery of the first genome-wide significant risk loci for attention deficit/hyperactivity disorder. Nature Genetics, 51(1), 6375.CrossRefGoogle ScholarPubMed
Demontis, D., Walters, R. K., Rajagopal, V. M., Waldman, I. D., Grove, J., Als, T. D., … Børglum, A. D. (2021). Risk variants and polygenic architecture of disruptive behavior disorders in the context of attention-deficit/hyperactivity disorder. Nature Communications, 12(1), 576.CrossRefGoogle ScholarPubMed
Derks, E. M., Dolan, C. V., & Boomsma, D. I. (2004). Effects of censoring on parameter estimates and power in genetic modeling. Twin Research, 7(6), 659669.CrossRefGoogle ScholarPubMed
Derks, E. M., Vink, J. M., Willemsen, G., van den Brink, W., & Boomsma, D. I. (2014). Genetic and environmental influences on the relationship between adult ADHD symptoms and self-reported problem drinking in 6024 Dutch twins. Psychological Medicine, 44(12), 26732683.CrossRefGoogle ScholarPubMed
Dick, D. M., Viken, R. J., Kaprio, J., Pulkkinen, L., & Rose, R. J. (2005). Understanding the covariation among childhood externalizing symptoms: Genetic and environmental influences on conduct disorder, attention deficit hyperactivity disorder, and oppositional defiant disorder symptoms. Journal of Abnormal Child Psychology, 33(2), 219229.CrossRefGoogle ScholarPubMed
Du Rietz, E., Coleman, J., Glanville, K., Choi, S. W., O'Reilly, P. F., & Kuntsi, J. (2018). Association of polygenic risk for attention-deficit/hyperactivity disorder with co-occurring traits and disorders. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging, 3(7), 635643.CrossRefGoogle ScholarPubMed
Du Rietz, E., Pettersson, E., Brikell, I., Ghirardi, L., Chen, Q., Hartman, C., … Kuja-Halkola, R. (2020). ADHD is more closely linked to neurodevelopmental than externalizing and internalizing disorders: A genetically informed multivariate Swedish population study. medRxiv, 2020.02.26.20028175.Google Scholar
Ebejer, J. L., Medland, S. E., van der Werf, J., Wright, M. J., Henders, A. K., Gillespie, N. A., … Duffy, D. L. (2015). Contrast effects and sex influence maternal and self-report dimensional measures of attention-deficit hyperactivity disorder. Behavior Genetics, 45(1), 3550.CrossRefGoogle ScholarPubMed
Edwards, A. C., & Kendler, K. S. (2012). Twin study of the relationship between adolescent attention-deficit/hyperactivity disorder and adult alcohol dependence. Journal of Studies on Alcohol and Drugs, 73(2), 185194.CrossRefGoogle ScholarPubMed
Ehringer, M. A., Rhee, S. H., Young, S., Corley, R., & Hewitt, J. K. (2006). Genetic and environmental contributions to common psychopathologies of childhood and adolescence: A study of twins and their siblings. Journal of Abnormal Child Psychology, 34(1), 117.CrossRefGoogle ScholarPubMed
Faraone, S. V., Asherson, P., Banaschewski, T., Biederman, J., Buitelaar, J. K., Ramos-Quiroga, J. A., … Franke, B. (2015). Attention-deficit/hyperactivity disorder. Nature Reviews. Disease Primers, 1, 15020.CrossRefGoogle ScholarPubMed
Faraone, S. V., Banaschewski, T., Coghill, D., Zheng, Y., Biederman, J., Bellgrove, M. A., … Wang, Y. (2021). The world federation of ADHD international consensus statement: 208 evidence-based conclusions about the disorder. Neuroscience and Biobehavioral Reviews. Advance online publication https://doi.org/10.1016/j.neubiorev.2021.01.022.CrossRefGoogle ScholarPubMed
Faraone, S. V., Biederman, J., & Mick, E. (2006a). The age-dependent decline of attention deficit hyperactivity disorder: A meta-analysis of follow-up studies. Psychological Medicine, 36(2), 159165.CrossRefGoogle Scholar
Faraone, S. V., Biederman, J., Mick, E., Williamson, S., Wilens, T., Spencer, T., … Zallen, B. (2000a). Family study of girls with attention deficit hyperactivity disorder. The American Journal of Psychiatry, 157(7), 10771083.CrossRefGoogle Scholar
Faraone, S. V., Biederman, J., & Monuteaux, M. C. (2000b). Toward guidelines for pedigree selection in genetic studies of attention deficit hyperactivity disorder. Genetic Epidemiology, 18(1), 116.3.0.CO;2-X>CrossRefGoogle Scholar
Faraone, S. V., Biederman, J., Spencer, T. J., & Aleardi, M. (2006b). Comparing the efficacy of medications for ADHD using meta-analysis. MedGenMed: Medscape General Medicine, 8(4), 4.Google Scholar
Faraone, S. V., & Buitelaar, J. (2010). Comparing the efficacy of stimulants for ADHD in children and adolescents using meta-analysis. European Child & Adolescent Psychiatry, 19(4), 353364.CrossRefGoogle ScholarPubMed
Faraone, S. V., Doyle, A. E., Mick, E., & Biederman, J. (2001). Meta-analysis of the association between the 7-repeat allele of the dopamine D(4) receptor gene and attention deficit hyperactivity disorder. The American Journal of Psychiatry, 158(7), 10521057.CrossRefGoogle ScholarPubMed
Faraone, S. V., Ghirardi, L., Kuja-Halkola, R., Lichtenstein, P., & Larsson, H. (2017). The familial co-aggregation of attention-deficit/hyperactivity disorder and intellectual disability: A register-based family study. Journal of the American Academy of Child and Adolescent Psychiatry, 56(2), 167174.e1.CrossRefGoogle ScholarPubMed
Faraone, S. V., & Larsson, H. (2018). Genetics of attention deficit hyperactivity disorder. Molecular Psychiatry, 24(4), 562575.CrossRefGoogle ScholarPubMed
Franke, B., Michelini, G., Asherson, P., Banaschewski, T., Bilbow, A., Buitelaar, J. K., … Reif, A. (2018). Live fast, die young? A review on the developmental trajectories of ADHD across the lifespan. European Neuropsychopharmacology: The Journal of the European College of Neuropsychopharmacology, 28(10), 10591088.CrossRefGoogle Scholar
Freitag, C. M., Rohde, L. A., Lempp, T., & Romanos, M. (2010). Phenotypic and measurement influences on heritability estimates in childhood ADHD. European Child & Adolescent Psychiatry, 19(3), 311323.CrossRefGoogle ScholarPubMed
Giacobini, M., Medin, E., Ahnemark, E., Russo, L. J., & Carlqvist, P. (2018). Prevalence, patient characteristics, and pharmacological treatment of children, adolescents, and adults diagnosed with ADHD in Sweden. Journal of Attention Disorders, 22(1), 313.CrossRefGoogle ScholarPubMed
Gialluisi, A., Andlauer, T. F. M., Mirza-Schreiber, N., Moll, K., Becker, J., Hoffmann, P., … Schulte-Körne, G. (2019). Genome-wide association scan identifies new variants associated with a cognitive predictor of dyslexia. Translational Psychiatry, 9(1), 115.CrossRefGoogle ScholarPubMed
Gialluisi, A., Andlauer, T. F. M., Mirza-Schreiber, N., Moll, K., Becker, J., Hoffmann, P., … Schulte-Körne, G. (2020). Genome-wide association study reveals new insights into the heritability and genetic correlates of developmental dyslexia. Molecular Psychiatry. Advance online publication. https://doi.org/10.1038/s41380-020-00898-xGoogle ScholarPubMed
Ginsberg, Y., Quintero, J., Anand, E., Casillas, M., & Upadhyaya, H. P. (2014). Underdiagnosis of attention-deficit/hyperactivity disorder in adult patients: A review of the literature. The Primary Care Companion to CNS Disorders, 16(3), PCC.13r01600. https://doi.org/10.4088/PCC.13r01600.Google ScholarPubMed
Golmirzaei, J., Mahboobi, H., Yazdanparast, M., Mushtaq, G., Kamal, M. A., & Hamzei, E. (2016). Psychopharmacology of attention-deficit hyperactivity disorder: Effects and side effects. Current Pharmaceutical Design, 22(5), 590594.CrossRefGoogle ScholarPubMed
Greven, C. U., Bralten, J., Mennes, M., O'Dwyer, L., van Hulzen, K. J. E., Rommelse, N., … Buitelaar, J. K. (2015). Developmentally stable whole-brain volume reductions and developmentally sensitive caudate and putamen volume alterations in those with attention-deficit/hyperactivity disorder and their unaffected siblings. JAMA Psychiatry, 72(5), 490499.CrossRefGoogle ScholarPubMed
Greven, C. U., Harlaar, N., Dale, P. S., & Plomin, R. (2011). Genetic overlap between ADHD symptoms and reading is largely driven by inattentiveness rather than hyperactivity-impulsivity. Journal of the Canadian Academy of Child and Adolescent Psychiatry = Journal de l'Academie Canadienne de Psychiatrie de L'enfant et de L'adolescent, 20(1), 614.Google ScholarPubMed
Greven, C. U., Kovas, Y., Willcutt, E. G., Petrill, S. A., & Plomin, R. (2014). Evidence for shared genetic risk between ADHD symptoms and reduced mathematics ability: A twin study. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 55(1), 3948.CrossRefGoogle ScholarPubMed
Groen-Blokhuis, M. M., Middeldorp, C. M., Kan, K.-J., Abdellaoui, A., van Beijsterveldt, C. E. M., Ehli, E. A., … Boomsma, D. I. (2014). Attention-deficit/hyperactivity disorder polygenic risk scores predict attention problems in a population-based sample of children. Journal of the American Academy of Child and Adolescent Psychiatry, 53(10), 11231129.e6.CrossRefGoogle Scholar
Gudmundsson, O. O., Walters, G. B., Ingason, A., Johansson, S., Zayats, T., Athanasiu, L., … Stefansson, K. (2019). Attention-deficit hyperactivity disorder shares copy number variant risk with schizophrenia and autism spectrum disorder. Translational Psychiatry, 9(1), 258.CrossRefGoogle ScholarPubMed
Guyatt, A. L., Stergiakouli, E., Martin, J., Walters, J., O'Donovan, M., Owen, M., … Gaunt, T. R. (2018). Association of copy number variation across the genome with neuropsychiatric traits in the general population. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 177(5), 489502.CrossRefGoogle ScholarPubMed
Hamshere, M. L., Langley, K., Martin, J., Agha, S. S., Stergiakouli, E., Anney, R. J. L., … Thapar, A. (2013). High loading of polygenic risk for ADHD in children with comorbid aggression. The American Journal of Psychiatry, 170(8), 909916.CrossRefGoogle ScholarPubMed
Harich, B., van der Voet, M., Klein, M., Čížek, P., Fenckova, M., Schenck, A., … Franke, B. (2020). From rare copy number variants to biological processes in ADHD. The American Journal of Psychiatry, 177(9), 855866. https://doi.org/10.1176/appi.ajp.2020.19090923.CrossRefGoogle ScholarPubMed
Hawi, Z., Cummins, T. D. R., Tong, J., Johnson, B., Lau, R., Samarrai, W., & Bellgrove, M. A. (2015). The molecular genetic architecture of attention deficit hyperactivity disorder. Molecular Psychiatry, 20(3), 289297.CrossRefGoogle ScholarPubMed
Hay, D. A., Bennett, K. S., Levy, F., Sergeant, J., & Swanson, J. (2007). A twin study of attention-deficit/hyperactivity disorder dimensions rated by the strengths and weaknesses of ADHD-symptoms and normal-behavior (SWAN) scale. Biological Psychiatry, 61(5), 700705.CrossRefGoogle ScholarPubMed
Hegvik, T.-A., Instanes, J. T., Haavik, J., Klungsøyr, K., & Engeland, A. (2018). Associations between attention-deficit/hyperactivity disorder and autoimmune diseases are modified by sex: A population-based cross-sectional study. European Child & Adolescent Psychiatry, 27(5), 663675.CrossRefGoogle ScholarPubMed
Hegvik, T.-A., Waløen, K., Pandey, S. K., Faraone, S. V., Haavik, J., & Zayats, T. (2019). Druggable genome in attention deficit/hyperactivity disorder and its co-morbid conditions. New avenues for treatment. Molecular Psychiatry. Advance online publication. https://doi.org/10.1038/s41380-019-0540-zGoogle ScholarPubMed
Holmberg, K., Lundholm, C., Anckarsäter, H., Larsson, H., & Almqvist, C. (2015). Impact of asthma medication and familial factors on the association between childhood asthma and attention-deficit/hyperactivity disorder: A combined twin- and register-based study: Epidemiology of allergic disease. Clinical and Experimental Allergy: Journal of the British Society for Allergy and Clinical Immunology, 45(5), 964973.CrossRefGoogle ScholarPubMed
Hultman, C. M., Torrång, A., Tuvblad, C., Cnattingius, S., Larsson, J.-O., & Lichtenstein, P. (2007). Birth weight and attention-deficit/hyperactivity symptoms in childhood and early adolescence: A prospective Swedish twin study. Journal of the American Academy of Child and Adolescent Psychiatry, 46(3), 370377.CrossRefGoogle ScholarPubMed
Hur, Y.-M. (2015). Genetic and environmental etiology of the relationship between childhood hyperactivity/inattention and conduct problems in a south Korean twin sample. Twin Research and Human Genetics, 18(3), 290297.CrossRefGoogle Scholar
Instanes, J. T., Klungsøyr, K., Halmøy, A., Fasmer, O. B., & Haavik, J. (2018). Adult ADHD and comorbid somatic disease: A systematic literature review. Journal of Attention Disorders, 22(3), 203228.CrossRefGoogle ScholarPubMed
Jensen, P. S., Arnold, L. E., Swanson, J. M., Vitiello, B., Abikoff, H. B., Greenhill, L. L., … Hur, K. (2007). 3-year follow-up of the NIMH MTA study. Journal of the American Academy of Child and Adolescent Psychiatry, 46(8), 9891002.CrossRefGoogle ScholarPubMed
Kan, K.-J., Dolan, C. V., Nivard, M. G., Middeldorp, C. M., van Beijsterveldt, C. E. M., Willemsen, G., & Boomsma, D. I. (2013). Genetic and environmental stability in attention problems across the lifespan: Evidence from the Netherlands twin register. Journal of the American Academy of Child and Adolescent Psychiatry, 52(1), 1225.CrossRefGoogle ScholarPubMed
Kan, K.-J., van Beijsterveldt, C. E. M., Bartels, M., & Boomsma, D. I. (2014). Assessing genetic influences on behavior: Informant and context dependency as illustrated by the analysis of attention problems. Behavior Genetics, 44(4), 326336.CrossRefGoogle ScholarPubMed
Klein, M., Walters, R. K., Demontis, D., Stein, J. L., Hibar, D. P., Adams, H. H., … Franke, B. (2019). Genetic markers of ADHD-related variations in intracranial volume. The American Journal of Psychiatry, 176(3), 228238.CrossRefGoogle ScholarPubMed
Kuntsi, J., Pinto, R., Price, T. S., van der Meere, J. J., Frazier-Wood, A. C., & Asherson, P. (2014). The separation of ADHD inattention and hyperactivity-impulsivity symptoms: Pathways from genetic effects to cognitive impairments and symptoms. Journal of Abnormal Child Psychology, 42(1), 127136.CrossRefGoogle ScholarPubMed
Kuntsi, J., Rijsdijk, F., Ronald, A., Asherson, P., & Plomin, R. (2005). Genetic influences on the stability of attention-deficit/hyperactivity disorder symptoms from early to middle childhood. Biological Psychiatry, 57(6), 647654.CrossRefGoogle ScholarPubMed
Kuntsi, J., Wood, A. C., Rijsdijk, F., Johnson, K. A., Andreou, P., Albrecht, B., … Asherson, P. (2010). Separation of cognitive impairments in attention-deficit/hyperactivity disorder into 2 familial factors. Archives of General Psychiatry, 67(11), 11591167.CrossRefGoogle ScholarPubMed
Lahey, B. B., Van Hulle, C. A., Singh, A. L., Waldman, I. D., & Rathouz, P. J. (2011). Higher-order genetic and environmental structure of prevalent forms of child and adolescent psychopathology. Archives of General Psychiatry, 68(2), 181189.CrossRefGoogle ScholarPubMed
Lange, K. W., Reichl, S., Lange, K. M., Tucha, L., & Tucha, O. (2010). The history of attention deficit hyperactivity disorder. Attention Deficit and Hyperactivity Disorders, 2(4), 241255.CrossRefGoogle ScholarPubMed
Langley, K., Heron, J., Smith, G. D., & Thapar, A. (2012). Maternal and paternal smoking during pregnancy and risk of ADHD symptoms in offspring: Testing for intrauterine effects. American Journal of Epidemiology, 176(3), 261268.CrossRefGoogle ScholarPubMed
Larsson, H., Anckarsater, H., Råstam, M., Chang, Z., & Lichtenstein, P. (2012). Childhood attention-deficit hyperactivity disorder as an extreme of a continuous trait: A quantitative genetic study of 8500 twin pairs. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 53(1), 7380.CrossRefGoogle ScholarPubMed
Larsson, H., Lichtenstein, P., & Larsson, J.-O. (2006). Genetic contributions to the development of ADHD subtypes from childhood to adolescence. Journal of the American Academy of Child and Adolescent Psychiatry, 45(8), 973981.CrossRefGoogle Scholar
Larsson, H., Rydén, E., Boman, M., Långström, N., Lichtenstein, P., & Landén, M. (2013). Risk of bipolar disorder and schizophrenia in relatives of people with attention-deficit hyperactivity disorder. The British Journal of Psychiatry: The Journal of Mental Science, 203(2), 103106.CrossRefGoogle ScholarPubMed
Larsson, H., Sariaslan, A., Långström, N., D'Onofrio, B., & Lichtenstein, P. (2014). Family income in early childhood and subsequent attention deficit/hyperactivity disorder: A quasi-experimental study. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 55(5), 428435.CrossRefGoogle ScholarPubMed
Leppert, B., Riglin, L., Dardani, C., Thapar, A., Staley, J. R., Tilling, K., … Stergiakouli, E. (2019). ADHD genetic liability and physical health outcomes – A two-sample Mendelian randomization study. bioRxiv. https://doi.org/10.1101/630467.Google Scholar
Levy, F., Hay, D. A., McStephen, M., Wood, C., & Waldman, I. (1997). Attention-deficit hyperactivity disorder: A category or a continuum? Genetic analysis of a large-scale twin study. Journal of the American Academy of Child and Adolescent Psychiatry, 36(6), 737744.CrossRefGoogle ScholarPubMed
Li, D., Sham, P. C., Owen, M. J., & He, L. (2006). Meta-analysis shows significant association between dopamine system genes and attention deficit hyperactivity disorder (ADHD). Human Molecular Genetics, 15(14), 22762284.CrossRefGoogle Scholar
Lichtenstein, P., Carlström, E., Råstam, M., Gillberg, C., & Anckarsäter, H. (2010). The genetics of autism spectrum disorders and related neuropsychiatric disorders in childhood. The American Journal of Psychiatry, 167(11), 13571363.CrossRefGoogle ScholarPubMed
Lionel, A. C., Crosbie, J., Barbosa, N., Goodale, T., Thiruvahindrapuram, B., Rickaby, J., … Scherer, S. W. (2011). Rare copy number variation discovery and cross-disorder comparisons identify risk genes for ADHD. Science Translational Medicine, 3(95), 95ra75.CrossRefGoogle ScholarPubMed
Liu, C.-Y., Li, Y., Viding, E., Asherson, P., & Pingault, J.-B. (2019). The developmental course of inattention symptoms predicts academic achievement due to shared genetic aetiology: A longitudinal twin study. European Child & Adolescent Psychiatry, 28(3), 367375.CrossRefGoogle ScholarPubMed
Martin, J., Hamshere, M. L., Stergiakouli, E., O'Donovan, M. C., & Thapar, A. (2014). Genetic risk for attention-deficit/hyperactivity disorder contributes to neurodevelopmental traits in the general population. Biological Psychiatry, 76(8), 664671.CrossRefGoogle ScholarPubMed
Martin, J., Hosking, G., Wadon, M., Agha, S. S., Langley, K., Rees, E., … Thapar, A. (2020). A brief report: De novo copy number variants in children with attention deficit hyperactivity disorder. Translational Psychiatry, 10(1), 135.CrossRefGoogle ScholarPubMed
Martin, J., Tammimies, K., Karlsson, R., Lu, Y., Larsson, H., Lichtenstein, P., & Magnusson, P. K. E. (2019). Copy number variation and neuropsychiatric problems in females and males in the general population. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 180(6), 341350.CrossRefGoogle ScholarPubMed
Martin, J., Taylor, M. J., & Lichtenstein, P. (2018a). Assessing the evidence for shared genetic risks across psychiatric disorders and traits. Psychological Medicine, 48(11), 17591774.CrossRefGoogle Scholar
Martin, J., Walters, R. K., Demontis, D., Mattheisen, M., Lee, S. H., Robinson, E., … Neale, B. M. (2018b). A genetic investigation of sex bias in the prevalence of attention-deficit/hyperactivity disorder. Biological Psychiatry, 83(12), 10441053.CrossRefGoogle Scholar
Martinez-Badía, J., & Martinez-Raga, J. (2015). Who says this is a modern disorder? The early history of attention deficit hyperactivity disorder. World Journal of Psychiatry, 5(4), 379386.CrossRefGoogle ScholarPubMed
Mathews, C. A., & Grados, M. A. (2011). Familiality of Tourette syndrome, obsessive-compulsive disorder, and attention-deficit/hyperactivity disorder: Heritability analysis in a large sib-pair sample. Journal of the American Academy of Child and Adolescent Psychiatry, 50(1), 4654.CrossRefGoogle Scholar
McLoughlin, G., Palmer, J. A., Rijsdijk, F., & Makeig, S. (2014). Genetic overlap between evoked frontocentral theta-band phase variability, reaction time variability, and attention-deficit/hyperactivity disorder symptoms in a twin study. Biological Psychiatry, 75(3), 238247.CrossRefGoogle Scholar
Merwood, A., Greven, C. U., Price, T. S., Rijsdijk, F., Kuntsi, J., McLoughlin, G., … Asherson, P. J. (2013). Different heritabilities but shared etiological influences for parent, teacher and self-ratings of ADHD symptoms: An adolescent twin study. Psychological Medicine, 43(9), 19731984.CrossRefGoogle ScholarPubMed
Michelini, G., Cheung, C. H. M., Kitsune, V., Brandeis, D., Banaschewski, T., McLoughlin, G., … Kuntsi, J. (2021). The etiological structure of cognitive-neurophysiological impairments in ADHD in adolescence and young adulthood. Journal of Attention Disorders, 25(1), 91104.CrossRefGoogle ScholarPubMed
Michelini, G., Eley, T. C., Gregory, A. M., & McAdams, T. A. (2015). Aetiological overlap between anxiety and attention deficit hyperactivity symptom dimensions in adolescence. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 56(4), 423431.CrossRefGoogle ScholarPubMed
Michielsen, M., Semeijn, E., Comijs, H. C., van de Ven, P., Beekman, A. T. F., Deeg, D. J. H., & Kooij, J. J. S. (2012). Prevalence of attention-deficit hyperactivity disorder in older adults in The Netherlands. The British Journal of Psychiatry: The Journal of Mental Science, 201(4), 298305.CrossRefGoogle ScholarPubMed
Mick, E., Neale, B., Middleton, F. A., McGough, J. J., & Faraone, S. V. (2008). Genome-wide association study of response to methylphenidate in 187 children with attention-deficit/hyperactivity disorder. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 147B(8), 14121418.CrossRefGoogle ScholarPubMed
Middeldorp, C. M., Hammerschlag, A. R., Ouwens, K. G., Groen-Blokhuis, M. M., Pourcain, B. S., Greven, C. U., … Boomsma, D. I. (2016). A genome-wide association meta-analysis of attention-deficit/hyperactivity disorder symptoms in population-based pediatric cohorts. Journal of the American Academy of Child and Adolescent Psychiatry, 55(10), 896905.e6.CrossRefGoogle ScholarPubMed
Miranda, P., Cox, C. D., Alexander, M., Danev, S., & Lakey, J. R. T. (2020). In quest of pathognomonic/endophenotypic markers of attention deficit hyperactivity disorder (ADHD): Potential of EEG-based frequency analysis and ERPs to better detect, prevent and manage ADHD. Medical Devices, 13, 115137.CrossRefGoogle ScholarPubMed
Mogensen, N., Larsson, H., Lundholm, C., & Almqvist, C. (2011). Association between childhood asthma and ADHD symptoms in adolescence – a prospective population-based twin study. Allergy, 66(9), 12241230.CrossRefGoogle ScholarPubMed
Moriyama, T. S., Polanczyk, G. V., Terzi, F. S., Faria, K. M., & Rohde, L. A. (2013). Psychopharmacology and psychotherapy for the treatment of adults with ADHD – a systematic review of available meta-analyses. CNS Spectrums, 18(6), 296306.CrossRefGoogle ScholarPubMed
Mota, N. R., Poelmans, G., Klein, M., Torrico, B., Fernàndez-Castillo, N., Cormand, B., … Arias Vásquez, A. (2020). Cross-disorder genetic analyses implicate dopaminergic signaling as a biological link between attention-deficit/hyperactivity disorder and obesity measures. Neuropsychopharmacology, 45(7), 11881195.CrossRefGoogle ScholarPubMed
MTA Cooperative Group. (1999). A 14-month randomized clinical trial of treatment strategies for attention-deficit/hyperactivity disorder. Archives of General Psychiatry, 56, 10731086. https://doi.org/10.1001/archpsyc.56.12.1073.CrossRefGoogle Scholar
Neale, B. M., Lasky-Su, J., Anney, R., Franke, B., Zhou, K., Maller, J. B., … Faraone, S. V. (2008). Genome-wide association scan of attention deficit hyperactivity disorder. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 147B(8), 13371344.CrossRefGoogle ScholarPubMed
Neale, B. M., Medland, S. E., Ripke, S., Asherson, P., Franke, B., Lesch, K.-P., … Psychiatric GWAS Consortium: ADHD Subgroup. (2010). Meta-analysis of genome-wide association studies of attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 49(9), 884897.CrossRefGoogle ScholarPubMed
Nielsen, P. R., Benros, M. E., & Dalsgaard, S. (2017). Associations between autoimmune diseases and attention-deficit/hyperactivity disorder: A nationwide study. Journal of the American Academy of Child and Adolescent Psychiatry, 56(3), 234240.e1.CrossRefGoogle ScholarPubMed
Niemi, M. E. K., Martin, H. C., Rice, D. L., Gallone, G., Gordon, S., Kelemen, M., … Barrett, J. C. (2018). Common genetic variants contribute to risk of rare severe neurodevelopmental disorders. Nature, 562(7726), 268271.CrossRefGoogle ScholarPubMed
Nigg, J. T., Gustafsson, H. C., Karalunas, S. L., Ryabinin, P., McWeeney, S. K., Faraone, S. V., … Wilmot, B. (2018). Working memory and vigilance as multivariate endophenotypes related to common genetic risk for attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 57(3), 175182.CrossRefGoogle ScholarPubMed
Nigg, J. T., Karalunas, S. L., Gustafsson, H. C., Bhatt, P., Ryabinin, P., Mooney, M. A., … Wilmot, B. (2020). Evaluating chronic emotional dysregulation and irritability in relation to ADHD and depression genetic risk in children with ADHD. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 61(2), 205214.CrossRefGoogle ScholarPubMed
Nikolaidis, A., & Gray, J. R. (2010). ADHD and the DRD4 exon III 7-repeat polymorphism: An international meta-analysis. Social Cognitive and Affective Neuroscience, 5(2-3), 188193.CrossRefGoogle ScholarPubMed
Nikolas, M. A., & Burt, S. A. (2010). Genetic and environmental influences on ADHD symptom dimensions of inattention and hyperactivity: A meta-analysis. Journal of Abnormal Psychology, 119(1), 117.CrossRefGoogle ScholarPubMed
Pagerols, M., Richarte, V., Sánchez-Mora, C., Rovira, P., Soler Artigas, M., Garcia-Martínez, I., … Ribasés, M. (2018). Integrative genomic analysis of methylphenidate response in attention-deficit/hyperactivity disorder. Scientific Reports, 8(1), 1881.CrossRefGoogle ScholarPubMed
Peng, C.-Z., Grant, J. D., Heath, A. C., Reiersen, A. M., Mulligan, R. C., & Anokhin, A. P. (2016). Familial influences on the full range of variability in attention and activity levels during adolescence: A longitudinal twin study. Development and Psychopathology, 28(2), 517526.CrossRefGoogle ScholarPubMed
Peterson, R. E., Kuchenbaecker, K., Walters, R. K., Chen, C. Y., Popejoy, A. B., Periyasamy, S., … Duncan, L. E. (2019). Genome-wide association studies in ancestrally diverse populations: Opportunities, methods, pitfalls, and recommendations. Cell, 179(3), 589603.CrossRefGoogle Scholar
Pettersson, E., Anckarsäter, H., Gillberg, C., & Lichtenstein, P. (2013). Different neurodevelopmental symptoms have a common genetic etiology. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 54(12), 13561365.CrossRefGoogle ScholarPubMed
Pettersson, E., Larsson, H., & Lichtenstein, P. (2015). Common psychiatric disorders share the same genetic origin: A multivariate sibling study of the Swedish population. Molecular Psychiatry, 21(5), 717721.CrossRefGoogle ScholarPubMed
Pingault, J.-B., Viding, E., Galéra, C., Greven, C. U., Zheng, Y., Plomin, R., & Rijsdijk, F. (2015). Genetic and environmental influences on the developmental course of attention-deficit/hyperactivity disorder symptoms from childhood to adolescence. JAMA Psychiatry, 72(7), 651658.CrossRefGoogle ScholarPubMed
Pinto, R., Monzani, B., Leckman, J. F., Rück, C., Serlachius, E., Lichtenstein, P., & Mataix-Cols, D. (2016). Understanding the covariation of tics, attention-deficit/hyperactivity, and obsessive-compulsive symptoms: A population-based adult twin study. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 171(7), 938947.CrossRefGoogle ScholarPubMed
Polanczyk, G. V., de Lima, M. S., Horta, B. L., Biederman, J., & Rohde, L. A. (2007). The worldwide prevalence of ADHD: A systematic review and metaregression analysis. The American Journal of Psychiatry, 164(6), 942948.CrossRefGoogle ScholarPubMed
Polanczyk, G. V., Willcutt, E. G., Salum, G. A., Kieling, C., & Rohde, L. A. (2014). ADHD prevalence estimates across three decades: An updated systematic review and meta-regression analysis. International Journal of Epidemiology, 43(2), 434442.CrossRefGoogle ScholarPubMed
Polderman, T. J. C., Benyamin, B., de Leeuw, C. A., Sullivan, P. F., van Bochoven, A., Visscher, P. M., & Posthuma, D. (2015). Meta-analysis of the heritability of human traits based on fifty years of twin studies. Nature Genetics, 47(7), 702709.CrossRefGoogle ScholarPubMed
Polderman, T. J. C., Derks, E. M., Hudziak, J. J., Verhulst, F. C., Posthuma, D., & Boomsma, D. I. (2007). Across the continuum of attention skills: A twin study of the SWAN ADHD rating scale. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 48(11), 10801087.CrossRefGoogle ScholarPubMed
Posner, J., Polanczyk, G. V., & Sonuga-Barke, E. (2020). Attention-deficit hyperactivity disorder. The Lancet, 395(10222), 450462.CrossRefGoogle ScholarPubMed
Purves, K. L., Coleman, J. R. I., Meier, S. M., Rayner, C., Davis, K. A. S., Cheesman, R., … Eley, T. C. (2020). A major role for common genetic variation in anxiety disorders. Molecular Psychiatry, 25(12), 32923303. https://doi.org/10.1038/s41380-019-0559-1.CrossRefGoogle Scholar
Rajagopal, V. M., Ganna, A., Coleman, J. R. I., Allegrini, A. G., Voloudakis, G., Grove, J., … Demontis. (2020). Genome-wide association study of school grades identifies a genetic overlap between language ability, psychopathology and creativity. bioRxiv (p. 2020.05.09.075226). https://doi.org/10.1101/2020.05.09.075226.Google Scholar
Rietveld, M. J. H., Hudziak, J. J., Bartels, M., van Beijsterveldt, C. E. M., & Boomsma, D. I. (2004). Heritability of attention problems in children: Longitudinal results from a study of twins, age 3 to 12. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 45(3), 577588.CrossRefGoogle ScholarPubMed
Riglin, L., Eyre, O., Cooper, M., Collishaw, S., Martin, J., Langley, K., … Thapar, A. (2017). Investigating the genetic underpinnings of early-life irritability. Translational Psychiatry, 7(9), e1241.CrossRefGoogle ScholarPubMed
Riglin, L., Leppert, B., Dardani, C., Thapar, A. K., Rice, F., O'Donovan, M. C., … Thapar, A. (2020a). ADHD and depression: Investigating a causal explanation. Psychological Medicine, 18.Google Scholar
Riglin, L., Leppert, B., Langley, K., Thapar, A. K., O'Donovan, M. C., Davey Smith, G., … Thapar, A. (2020b). Investigating attention-deficit hyperactivity disorder and autism spectrum disorder traits in the general population: What happens in adult life? Journal of Child Psychology and Psychiatry, and Allied Disciplines. Advance online publication. https://doi.org/10.1111/jcpp.13297Google Scholar
Riglin, L., Thapar, A. K., Leppert, B., Martin, J., Richards, A., Anney, R., … Thapar, A. (2020c). Using genetics to examine a general liability to childhood psychopathology. Behavior Genetics, 50(4), 213220. https://doi.org/10.1007/s10519-019-09985-4.CrossRefGoogle Scholar
Ronald, A., de Bode, N., & Polderman, T. J. C. (2021). Systematic review: How the attention-deficit/hyperactivity disorder polygenic risk score adds to our understanding of ADHD and associated traits. Journal of the American Academy of Child and Adolescent Psychiatry. Advance online publication. https://doi.org/10.1016/j.jaac.2021.01.019.CrossRefGoogle ScholarPubMed
Rovira, P., Demontis, D., Sánchez-Mora, C., Zayats, T., Klein, M., Mota, N. R., … Ribasés, M. (2020). Shared genetic background between children and adults with attention deficit/hyperactivity disorder. Neuropsychopharmacology, 45(10), 16171626. https://doi.org/10.1038/s41386-020-0664-5.CrossRefGoogle ScholarPubMed
Rydell, M., Taylor, M. J., & Larsson, H. (2017). Genetic and environmental contributions to the association between ADHD and affective problems in early childhood - A Swedish population-based twin study. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 174(5), 538546.CrossRefGoogle Scholar
Salem, H., Vivas, D., Cao, F., Kazimi, I. F., Teixeira, A. L., & Zeni, C. P. (2018). ADHD is associated with migraine: A systematic review and meta-analysis. European Child & Adolescent Psychiatry, 27(3), 267277.CrossRefGoogle ScholarPubMed
Satterstrom, K. F., Walters, R. K., Singh, T., Wigdor, E. M., Lescai, F., Demontis, D., … Daly, M. J. (2019). Autism spectrum disorder and attention deficit hyperactivity disorder have a similar burden of rare protein-truncating variants. Nature Neuroscience, 22(12), 19611965.CrossRefGoogle ScholarPubMed
Scerif, G., & Baker, K. (2015). Annual research review: Rare genotypes and childhood psychopathology –Uncovering diverse developmental mechanisms of ADHD risk. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 56(3), 251273.CrossRefGoogle ScholarPubMed
Serdarevic, F., Tiemeier, H., Jansen, P. R., Alemany, S., Xerxa, Y., Neumann, A., … Ghassabian, A. (2020). Polygenic risk scores for developmental disorders, neuromotor functioning during infancy, and autistic traits in childhood. Biological Psychiatry, 87(2), 132138.CrossRefGoogle ScholarPubMed
Simon, V., Czobor, P., Bálint, S., Mészáros, A., & Bitter, I. (2009). Prevalence and correlates of adult attention-deficit hyperactivity disorder: Meta-analysis. The British Journal of Psychiatry: The Journal of Mental Science, 194(3), 204211.CrossRefGoogle ScholarPubMed
Skoglund, C., Chen, Q., D'Onofrio, B. M., Lichtenstein, P., & Larsson, H. (2014). Familial confounding of the association between maternal smoking during pregnancy and ADHD in offspring. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 55(1), 6168.CrossRefGoogle ScholarPubMed
Skoglund, C., Chen, Q., Franck, J., Lichtenstein, P., & Larsson, H. (2015). Attention-deficit/hyperactivity disorder and risk for substance use disorders in relatives. Biological Psychiatry, 77(10), 880886.CrossRefGoogle ScholarPubMed
Song, J., Bergen, S. E., Kuja-Halkola, R., Larsson, H., Landén, M., & Lichtenstein, P. (2015). Bipolar disorder and its relation to major psychiatric disorders: A family-based study in the Swedish population. Bipolar Disorders, 17(2), 184193.CrossRefGoogle ScholarPubMed
Stergiakouli, E., Hamshere, M., Holmans, P., Langley, K., Zaharieva, I., deCODE Genetics, Psychiatric GWAS Consortium, Hawi, Z., … Thapar, A. (2012). Investigating the contribution of common genetic variants to the risk and pathogenesis of ADHD. The American Journal of Psychiatry, 169(2), 186194.CrossRefGoogle Scholar
Stevens, S. E., Sonuga-Barke, E. J. S., Kreppner, J. M., Beckett, C., Castle, J., Colvert, E., … Rutter, M. (2008). Inattention/overactivity following early severe institutional deprivation: Presentation and associations in early adolescence. Journal of Abnormal Child Psychology, 36(3), 385398.CrossRefGoogle ScholarPubMed
Sullivan, P. F. (2017). How good were candidate gene guesses in schizophrenia genetics? [Review of How Good Were Candidate Gene Guesses in Schizophrenia Genetics?]. Biological Psychiatry, 82(10), 696697.CrossRefGoogle Scholar
Sun, S., Kuja-Halkola, R., Faraone, S. V., D'Onofrio, B. M., Dalsgaard, S., Chang, Z., … Larsson, H. (2019). Association of psychiatric comorbidity with the risk of premature death among children and adults with attention-deficit/hyperactivity disorder. JAMA Psychiatry, 76(11), 11411149. https://doi.org/10.1001/jamapsychiatry.2019.1944.CrossRefGoogle ScholarPubMed
Taurines, R., Schmitt, J., Renner, T., Conner, A. C., Warnke, A., & Romanos, M. (2010). Developmental comorbidity in attention-deficit/hyperactivity disorder. Attention Deficit and Hyperactivity Disorders, 2(4), 267289.CrossRefGoogle ScholarPubMed
Taylor, M. J., Lichtenstein, P., Larsson, H., Anckarsäter, H., Greven, C. U., & Ronald, A. (2016). Is there a female protective effect against attention-deficit/hyperactivity disorder? Evidence from two representative twin samples. Journal of the American Academy of Child and Adolescent Psychiatry, 55(6), 504512.e2.CrossRefGoogle Scholar
Taylor, M. J., Martin, J., Lu, Y., Brikell, I., Lundström, S., Larsson, H., & Lichtenstein, P. (2019). Association of genetic risk factors for psychiatric disorders and traits of these disorders in a Swedish population twin sample. JAMA Psychiatry, 76(3), 280289.CrossRefGoogle Scholar
Thapar, A., & Cooper, M. (2016). Attention deficit hyperactivity disorder. The Lancet, 387(10024), 12401250.CrossRefGoogle ScholarPubMed
Thapar, A., Langley, K., Owen, M. J., & O'Donovan, M. C. (2007). Advances in genetic findings on attention deficit hyperactivity disorder. Psychological Medicine, 37(12), 16811692.CrossRefGoogle ScholarPubMed
Thapar, A., Rice, F., Hay, D., Boivin, J., Langley, K., van den Bree, M., … Harold, G. (2009). Prenatal smoking might not cause attention-deficit/hyperactivity disorder: Evidence from a novel design. Biological Psychiatry, 66(8), 722727.CrossRefGoogle Scholar
Tistarelli, N., Fagnani, C., Troianiello, M., Stazi, M. A., & Adriani, W. (2020). The nature and nurture of ADHD and its comorbidities: A narrative review on twin studies. Neuroscience and Biobehavioral Reviews, 109, 6377.CrossRefGoogle ScholarPubMed
Treur, J. L., Demontis, D., Smith, G. D., Sallis, H., Richardson, T. G., Wiers, R. W., … Munafò, M. R. (2021). Investigating causality between liability to ADHD and substance use, and liability to substance use and ADHD risk, using Mendelian randomization. Addiction Biology, 26(1), e12849.https://doi.org/10.1111/adb.12849.CrossRefGoogle ScholarPubMed
Trost, B., Engchuan, W., Nguyen, C. M., Thiruvahindrapuram, B., Dolzhenko, E., Backstrom, I., … Yuen, R. K. C. (2020). Genome-wide detection of tandem DNA repeats that are expanded in autism. Nature, 586(7827), 8086.CrossRefGoogle ScholarPubMed
Tuvblad, C., Zheng, M., Raine, A., & Baker, L. A. (2009). A common genetic factor explains the covariation among ADHD ODD and CD symptoms in 9–10 year old boys and girls. Journal of Abnormal Child Psychology, 37(2), 153167.CrossRefGoogle ScholarPubMed
Tye, C., McLoughlin, G., Kuntsi, J., & Asherson, P. (2011). Electrophysiological markers of genetic risk for attention deficit hyperactivity disorder. Expert Reviews in Molecular Medicine, 13, e9.CrossRefGoogle ScholarPubMed
Tye, C., Rijsdijk, F., Greven, C. U., Kuntsi, J., Asherson, P., & McLoughlin, G. (2012). Shared genetic influences on ADHD symptoms and very low-frequency EEG activity: A twin study. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 53(6), 706715.CrossRefGoogle ScholarPubMed
Tye, C., Rijsdijk, F., & McLoughlin, G. (2014). Genetic overlap between ADHD symptoms and EEG theta power. Brain and Cognition, 87, 168172.CrossRefGoogle ScholarPubMed
Vainieri, I., Martin, J., Rommel, A.-S., Asherson, P., Banaschewski, T., Buitelaar, J., … Kuntsi, J. (2021). Polygenic association between attention-deficit/hyperactivity disorder liability and cognitive impairments. Psychological Medicine, 19. Advance online publication. https://doi.org/10.1017/S0033291720005218.CrossRefGoogle ScholarPubMed
Verhoef, E., Demontis, D., Burgess, S., Shapland, C. Y., Dale, P. S., Okbay, A., … St Pourcain, B. (2019). Disentangling polygenic associations between attention-deficit/hyperactivity disorder, educational attainment, literacy and language. Translational Psychiatry, 9(1), 112.CrossRefGoogle ScholarPubMed
Vuijk, P. J., Martin, J., Braaten, E. B., Genovese, G., Capawana, M. R., O'Keefe, S. M., … Doyle, A. E. (2020). Translating discoveries in attention-deficit/hyperactivity disorder genomics to an outpatient child and adolescent psychiatric cohort. Journal of the American Academy of Child and Adolescent Psychiatry, 59(8), 964977. https://doi.org/10.1016/j.jaac.2019.08.004.CrossRefGoogle Scholar
Wadsworth, S. J., DeFries, J. C., Willcutt, E. G., Pennington, B. F., & Olson, R. K. (2015). The Colorado longitudinal twin study of reading difficulties and ADHD: Etiologies of comorbidity and stability. Twin Research and Human Genetics, 18(6), 755761.CrossRefGoogle ScholarPubMed
Waldman, I. D., Poore, H. E., Luningham, J. M., & Yang, J. (2020). Testing structural models of psychopathology at the genomic level. World Psychiatry, 19(3), 350359.CrossRefGoogle ScholarPubMed
Walters, R. K., Polimanti, R., Johnson, E. C., McClintick, J. N., Adams, M. J., Adkins, A. E., … Agrawal, A. (2018). Transancestral GWAS of alcohol dependence reveals common genetic underpinnings with psychiatric disorders. Nature Neuroscience, 21(12), 16561669.CrossRefGoogle ScholarPubMed
WHO. (2018). ICD-11 international classification of diseases for mortality and morbidity statistics (11th revision). World Health Organization.Google Scholar
Willcutt, E. G. (2012). The prevalence of DSM-IV attention-deficit/hyperactivity disorder: A meta-analytic review. Neurotherapeutics: The Journal of the American Society for Experimental NeuroTherapeutics, 9(3), 490499.CrossRefGoogle ScholarPubMed
Williams, N. M., Franke, B., Mick, E., Anney, R. J. L., Freitag, C. M., Gill, M., … Faraone, S. V. (2012). Genome-wide analysis of copy number variants in attention deficit hyperactivity disorder: The role of rare variants and duplications at 15q13.3. The American Journal of Psychiatry, 169(2), 195204.CrossRefGoogle ScholarPubMed
Williams, N. M., Zaharieva, I., Martin, A., Langley, K., Mantripragada, K., Fossdal, R., … Thapar, A. (2010). Rare chromosomal deletions and duplications in attention-deficit hyperactivity disorder: A genome-wide analysis. The Lancet, 376(9750), 14011408.CrossRefGoogle ScholarPubMed
Wimberley, T., Agerbo, E., Horsdal, H. T., Ottosen, C., Brikell, I., Als, T. D., … Dalsgaard, S. (2020). Genetic liability to ADHD and substance use disorders in individuals with ADHD. Addiction, 115(7), 13681377.CrossRefGoogle ScholarPubMed
Wolfe, D., Dudek, S., Ritchie, M. D., & Pendergrass, S. A. (2013). Visualizing genomic information across chromosomes with PhenoGram. BioData Mining, 6(1), 18.CrossRefGoogle ScholarPubMed
Wood, A. C., Rijsdijk, F., Asherson, P., & Kuntsi, J. (2009). Hyperactive-impulsive symptom scores and oppositional behaviours reflect alternate manifestations of a single liability. Behavior Genetics, 39(5), 447460.CrossRefGoogle ScholarPubMed
Yang, L., Neale, B. M., Liu, L., Lee, S. H., Wray, N. R., Ji, N., … Wang, Y., & Psychiatric GWAS Consortium: ADHD Subgroup. (2013). Polygenic transmission and complex neuro developmental network for attention deficit hyperactivity disorder: Genome-wide association study of both common and rare variants. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, 162B(5), 419430.CrossRefGoogle ScholarPubMed
Yao, S., Kuja-Halkola, R., Martin, J., Lu, Y., Lichtenstein, P., Norring, C., … Larsson, H. (2019). Associations between attention-deficit/hyperactivity disorder and various eating disorders: A Swedish nationwide population study using multiple genetically informative approaches. Biological Psychiatry, 86(8), 577586.CrossRefGoogle ScholarPubMed
Zheng, Y., Pingault, J.-B., Unger, J. B., & Rijsdijk, F. (2020). Genetic and environmental influences on attention-deficit/hyperactivity disorder symptoms in Chinese adolescents: A longitudinal twin study. European Child & Adolescent Psychiatry, 29(2), 205216.CrossRefGoogle ScholarPubMed
Zhong, Y., Yang, B., Su, Y., Qian, Y., Cao, Q., Chang, S., … Yang, L. (2020). The association with quantitative response to attention-deficit/hyperactivity disorder medication of the previously identified neurodevelopmental network genes. Journal of Child and Adolescent Psychopharmacology, 30(6), 348354.CrossRefGoogle ScholarPubMed