1932

Abstract

Attention-deficit/hyperactivity disorder (ADHD) represents a powerful entry point for developmental approaches to psychopathology due to its substantial role in early emergence of major life problems. One key issue concerns the role of early environmental risks in etiology and maintenance in the context of genetic liability. Here, psychosocial aspects of development need more attention. A second key issue is that phenotypic heterogeneity requires better resolution if actionable causal mechanisms are to be effectively identified. Here, the interplay of cognition and emotion in the context of a temperament lens is one helpful way forward. A third key issue is the poorly understood yet somewhat striking bifurcation of developmental course in adolescence, when a subgroup seems to have largely benign outcomes, while a larger group continues on a problematic path. A final integrative question concerns the most effective conceptualization of the disorder in relation to broader dysregulation. Key scientific priorities are noted.

Loading

Article metrics loading...

/content/journals/10.1146/annurev-devpsych-060320-093413
2020-12-15
2024-04-25
Loading full text...

Full text loading...

/deliver/fulltext/devpsych/2/1/annurev-devpsych-060320-093413.html?itemId=/content/journals/10.1146/annurev-devpsych-060320-093413&mimeType=html&fmt=ahah

Literature Cited

  1. Achenbach TM. 2020. Bottom-up and top-down paradigms for psychopathology: a half-century odyssey. Annu. Rev. Clin. Psychol. 16:1–24 https://doi.org/10.1146/annurev-clinpsy-071119-115831
    [Crossref] [Google Scholar]
  2. Achenbach TM, Edelbrock CS. 1978. The classification of child psychopathology: a review and analysis of empirical efforts. Psychol. Bull. 85:61275–301 https://doi.org/10.1037/0033-2909.85.6.1275
    [Crossref] [Google Scholar]
  3. Agnew-Blais JC, Polanczyk GV, Danese A, Wertz J, Moffitt TE, Arseneault L 2016. Evaluation of the persistence, remission, and emergence of attention-deficit/hyperactivity disorder in young adulthood. JAMA Psychiatry 73:7713–20 https://doi.org/10.1001/jamapsychiatry.2016.0465
    [Crossref] [Google Scholar]
  4. Albajara Sáenz A, Villemonteix T, Massat I 2019. Structural and functional neuroimaging in attention-deficit/hyperactivity disorder. Dev. Med. Child Neurol. 61:4399–405 https://doi.org/10.1111/dmcn.14050
    [Crossref] [Google Scholar]
  5. Alessandri G, Eisenberg N, Vecchione M, Caprara GV, Milioni M 2016. Ego-resiliency development from late adolescence to emerging adulthood: a ten-year longitudinal study. J. Adolesc. 50:91–102 https://doi.org/10.1016/j.adolescence.2016.05.004
    [Crossref] [Google Scholar]
  6. Alperin BR, Smith CJ, Gustafsson HC, Figuracion MT, Karalunas SL 2019. The relationship between alpha asymmetry and ADHD depends on negative affect level and parenting practices. J. Psychiatr. Res. 116:138–46 https://doi.org/10.1016/j.jpsychires.2019.06.016
    [Crossref] [Google Scholar]
  7. APA (Am. Psychiatr. Assoc.) 2013. Diagnostic and Statistical Manual of Mental Disorders Arlington, VA: Am. Psychiatr. Publ. , 5th. ed. [DSM-5]
  8. Auerbach JG, Atzaba-Poria N, Berger A, Landau R 2004. Emerging developmental pathways to ADHD: possible path markers in early infancy. Neural Plast 11:1–229–43 https://doi.org/10.1155/np.2004.29
    [Crossref] [Google Scholar]
  9. Banaschewski T, Jennen‐Steinmetz C, Brandeis D, Buitelaar JK, Kuntsi J et al. 2012. Neuropsychological correlates of emotional lability in children with ADHD. J. Child Psychol. Psychiatry 53:111139–48
    [Google Scholar]
  10. Barner JC, Khoza S, Oladapo A 2011. ADHD medication use, adherence, persistence and cost among Texas Medicaid children. Curr. Med. Res. Opin. 27:Suppl. 213–22 https://doi.org/10.1185/03007995.2011.603303
    [Crossref] [Google Scholar]
  11. Biederman J, Faraone SV, Spencer T, Wilens T, Norman D et al. 1993. Patterns of psychiatric comorbidity, cognition, and psychosocial functioning in adults with attention deficit hyperactivity disorder. Am. J. Psychiatry 150:121792–98 https://doi.org/10.1176/ajp.150.12.1792
    [Crossref] [Google Scholar]
  12. Bjorkenstam E, Bjorkenstam C, Jablonska B, Kosidou K 2018. Cumulative exposure to childhood adversity, and treated attention deficit/hyperactivity disorder: a cohort study of 543 650 adolescents and young adults in Sweden. Psychol. Med. 48:3498–507 https://doi.org/10.1017/s0033291717001933
    [Crossref] [Google Scholar]
  13. Block JH, Block J. 1980. The role of ego-control and ego-resiliency in the organization of behavior. Minnesota Symposia on Child Psychology, Vol. 13 W Collins 39–101 New York: Psychol. Press
    [Google Scholar]
  14. Bloom DE, Cafiero ET, Jané-Llopis E, Abrahams-Gessel S, Bloom LR et al. 2011. The global economic burden of noncommunicable diseases Rep., World Econ. Forum Geneva: http://www3.weforum.org/docs/WEF_Harvard_HE_GlobalEconomicBurdenNonCommunicableDiseases_2011.pdf
  15. Calear AL, Christensen H, Freeman A, Fenton K, Busby Grant J et al. 2016. A systematic review of psychosocial suicide prevention interventions for youth. Eur. Child Adolesc. Psychiatry 25:5467–82 https://doi.org/10.1007/s00787-015-0783-4
    [Crossref] [Google Scholar]
  16. Casey BJ, Heller AS, Gee DG, Cohen AO 2019. Development of the emotional brain. Neurosci. Lett. 693:29–34 https://doi.org/10.1016/j.neulet.2017.11.055
    [Crossref] [Google Scholar]
  17. Caye A, Rocha TB, Anselmi L, Murray J, Menezes AM et al. 2016. Attention-deficit/hyperactivity disorder trajectories from childhood to young adulthood: evidence from a birth cohort supporting a late-onset syndrome. JAMA Psychiatry 73:7705–12 https://doi.org/10.1001/jamapsychiatry.2016.0383
    [Crossref] [Google Scholar]
  18. Clark CAC, James TD, Espy KA 2016. IV. A new look at the implications of the socio-familial context for young children's executive control: clarifying the mechanisms of individual differences. Monogr. Soc. Res. Child Dev. 81:469–95 https://doi.org/10.1111/mono.12271
    [Crossref] [Google Scholar]
  19. Cooper M, Hammerton G, Collishaw S, Langley K, Thapar A et al. 2018. Investigating late-onset ADHD: a population cohort investigation. J. Child Psychol. Psychiatry 59:101105–13 https://doi.org/10.1111/jcpp.12911
    [Crossref] [Google Scholar]
  20. Cortese S, Coghill D. 2018. Twenty years of research on attention-deficit/hyperactivity disorder (ADHD): looking back, looking forward. Evid.-Based Ment. Health 21:4173–76 https://doi.org/10.1136/ebmental-2018-300050
    [Crossref] [Google Scholar]
  21. Dahl RE, Allen NB, Wilbrecht L, Suleiman AB 2018. Importance of investing in adolescence from a developmental science perspective. Nature 554:7693441–50 https://doi.org/10.1038/nature25770
    [Crossref] [Google Scholar]
  22. Daley D, Van Der Oord S, Ferrin M, Cortese S, Danckaerts M et al. 2018. Practitioner review: current best practice in the use of parent training and other behavioural interventions in the treatment of children and adolescents with attention deficit hyperactivity disorder. J. Child Psychol. Psychiatry 59:9932–47 https://doi.org/10.1111/jcpp.12825
    [Crossref] [Google Scholar]
  23. Demontis D, Walters RK, Martin J, Mattheisen M, Als TD et al. 2019. Discovery of the first genome-wide significant risk loci for attention deficit/hyperactivity disorder. Nat. Genet. 51:163–75 https://doi.org/10.1038/s41588-018-0269-7
    [Crossref] [Google Scholar]
  24. D'Onofrio BM, Class QA, Rickert ME, Larsson H, Långström N, Lichtenstein P 2013. Preterm birth and mortality and morbidity: a population-based quasi-experimental study. JAMA Psychiatry 70:111231–40 https://doi.org/10.1001/jamapsychiatry.2013.2107
    [Crossref] [Google Scholar]
  25. Dunn GA, Nigg JT, Sullivan EL 2019. Neuroinflammation as a risk factor for attention deficit hyperactivity disorder. Pharmacol. Biochem. Behav. 182:22–34 https://doi.org/10.1016/j.pbb.2019.05.005
    [Crossref] [Google Scholar]
  26. Dvorsky MR, Langberg JM. 2016. A review of factors that promote resilience in youth with ADHD and ADHD symptoms. Clin. Child Fam. Psychol. Rev. 19:4368–91 https://doi.org/10.1007/s10567-016-0216-z
    [Crossref] [Google Scholar]
  27. Einziger T, Levi L, Zilberman-Hayun Y, Auerbach JG, Atzaba-Poria N et al. 2018. Predicting ADHD symptoms in adolescence from early childhood temperament traits. J. Abnorm. Child Psychol. 46:2265–76 https://doi.org/10.1007/s10802-017-0287-4
    [Crossref] [Google Scholar]
  28. Eisenberg N, Valiente C, Fabes RA, Smith CL, Reiser M et al. 2003. The relations of effortful control and ego control to children's resiliency and social functioning. Dev. Psychol. 39:4761–76 https://doi.org/10.1037/0012-1649.39.4.761
    [Crossref] [Google Scholar]
  29. Erskine HE, Ferrari AJ, Nelson P, Polanczyk GV, Flaxman AD et al. 2013. Epidemiological modelling of attention-deficit/hyperactivity disorder and conduct disorder for the Global Burden of Disease Study 2010. J. Child Psychol. Psychiatry 54:121263–74 https://doi.org/10.1111/jcpp.12144
    [Crossref] [Google Scholar]
  30. Erskine HE, Norman RE, Ferrari AJ, Chan GC, Copeland WE et al. 2016. Long-term outcomes of attention-deficit/hyperactivity disorder and conduct disorder: a systematic review and meta-analysis. J. Am. Acad. Child Adolesc. Psychiatry 55:10841–50 https://doi.org/10.1016/j.jaac.2016.06.016
    [Crossref] [Google Scholar]
  31. Fair DA, Bathula D, Nikolas MA, Nigg JT 2012. Distinct neuropsychological subgroups in typically developing youth inform heterogeneity in children with ADHD. PNAS 109:176769–74 https://doi.org/10.1073/pnas.1115365109
    [Crossref] [Google Scholar]
  32. Faraone SV, Biederman J. 2016. Can attention-deficit/hyperactivity disorder onset occur in adulthood. ? JAMA Psychiatry 73:7655–56 https://doi.org/10.1001/jamapsychiatry.2016.0400
    [Crossref] [Google Scholar]
  33. Faraone SV, 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. J. Am. Acad. Child Adolesc. Psychiatry 56:2167–74 https://doi.org/10.1016/j.jaac.2016.11.011
    [Crossref] [Google Scholar]
  34. Faraone SV, Larsson H. 2019. Genetics of attention deficit hyperactivity disorder. Mol. Psychiatry 24:4562–75 https://doi.org/10.1038/s41380-018-0070-0
    [Crossref] [Google Scholar]
  35. Fayyad J, Sampson NA, Hwang I, Adamowski T, Aguilar-Gaxiola S et al. 2017. The descriptive epidemiology of DSM-IV Adult ADHD in the World Health Organization World Mental Health Surveys. ADHD Atten. Deficit Hyperact. Disord. 9:147–65 https://doi.org/10.1007/s12402-016-0208-3
    [Crossref] [Google Scholar]
  36. Forte A, Orri M, Galera C, Pompili M, Turecki G et al. 2020. Developmental trajectories of childhood symptoms of hyperactivity/inattention and suicidal behavior during adolescence. Eur. Child Adolesc. Psychiatry 29:2145–51 https://doi.org/10.1007/s00787-019-01338-0
    [Crossref] [Google Scholar]
  37. Frick PJ, Nigg JT. 2012. Current issues in the diagnosis of attention deficit hyperactivity disorder, oppositional defiant disorder, and conduct disorder. Annu. Rev. Clin. Psychol. 8:77–107 https://doi.org/10.1146/annurev-clinpsy-032511-143150
    [Crossref] [Google Scholar]
  38. Gaertner BM, Spinrad TL, Eisenberg N 2008. Focused attention in toddlers: measurement, stability, and relations to negative emotion and parenting. Infant Child Dev 17:4339–63 https://doi.org/10.1002/icd.580
    [Crossref] [Google Scholar]
  39. Gagne JR, Goldsmith HH. 2011. A longitudinal analysis of anger and inhibitory control in twins from 12 to 36 months of age. Dev. Sci. 14:1112–24 https://doi.org/10.1111/j.1467-7687.2010.00969.x
    [Crossref] [Google Scholar]
  40. Ghirardi L, Brikell I, Kuja-Halkola R, Freitag CM, Franke B et al. 2018. The familial co-aggregation of ASD and ADHD: a register-based cohort study. Mol. Psychiatry 23:2257–62 https://doi.org/10.1038/mp.2017.17
    [Crossref] [Google Scholar]
  41. Goldsmith HH, Lemery KS, Essex MJ 2004. Temperament as a liability factor for childhood behavioral disorders: the concept of liability. Behavior Genetics Principles: Perspectives in Development, Personality, and Psychopathology LF DiLalla 19–39 Washington, DC: Am. Psychol. Assoc.
    [Google Scholar]
  42. Goldsmith HH, Lemery-Chalfant K, Schmidt NL, Arneson CL, Schmidt CK 2007. Longitudinal analyses of affect, temperament, and childhood psychopathology. Twin Res. Hum. Genet. 10:1118–26 https://doi.org/10.1375/twin.10.1.118
    [Crossref] [Google Scholar]
  43. Goodlad JK, Marcus DK, Fulton JJ 2013. Lead and attention-deficit/hyperactivity disorder (ADHD) symptoms: a meta-analysis. Clin. Psychol. Rev. 33:3417–25 https://doi.org/10.1016/j.cpr.2013.01.009
    [Crossref] [Google Scholar]
  44. Gray KM, Squeglia LM. 2018. Research review: What have we learned about adolescent substance use. ? J. Child Psychol. Psychiatry 59:6618–27 https://doi.org/10.1111/jcpp.12783
    [Crossref] [Google Scholar]
  45. Groenman AP, Janssen TWP, Oosterlaan J 2017. Childhood psychiatric disorders as risk factor for subsequent substance abuse: a meta-analysis. J. Am. Acad. Child Adolesc. Psychiatry 56:7556–69 https://doi.org/10.1016/j.jaac.2017.05.004
    [Crossref] [Google Scholar]
  46. Gustafsson HC, Holton KF, Anderson AN, Nousen EK, Sullivan CA et al. 2019. Increased maternal prenatal adiposity, inflammation, and lower omega-3 fatty acid levels influence child negative affect. Front. Neurosci. 13:1035 https://doi.org/10.3389/fnins.2019.01035
    [Crossref] [Google Scholar]
  47. Gustafsson HC, Sullivan EL, Battison E, Holton KF, Graham A et al. 2020. Evaluation of maternal inflammation as a marker of future offspring ADHD symptoms: a prospective investigation. Brain Behav. Immun. 89:35056 https://doi.org/10.1016/j.bbi.2020.07.019
    [Crossref] [Google Scholar]
  48. Hall LS, Pain O, O'Brien HE, Anney R, Walters JTR et al. 2020. Cis-effects on gene expression in the human prenatal brain associated with genetic risk for neuropsychiatric disorders. Mol. Psychiatry https://doi.org/10.1038/s41380-020-0743-3
    [Crossref] [Google Scholar]
  49. Halperin JM, Schulz KP. 2006. Revisiting the role of the prefrontal cortex in the pathophysiology of attention-deficit/hyperactivity disorder. Psychol. Bull. 132:4560–81 https://doi.org/10.1037/0033-2909.132.4.560
    [Crossref] [Google Scholar]
  50. Harold GT, Leve LD, Barrett D, Elam K, Neiderhiser JM et al. 2013. Biological and rearing mother influences on child ADHD symptoms: revisiting the developmental interface between nature and nurture. J. Child Psychol. Psychiatry 54:101038–46 https://doi.org/10.1111/jcpp.12100
    [Crossref] [Google Scholar]
  51. Hart EL, Lahey BB, Loeber R, Applegate B, Frick PJ 1995. Developmental change in attention-deficit hyperactivity disorder in boys: a four-year longitudinal study. J. Abnorm. Child Psychol. 23:6729–49 https://doi.org/10.1007/bf01447474
    [Crossref] [Google Scholar]
  52. Hechtman L. 1999. Predictors of long-term outcome in children with attention-deficit/hyperactivity disorder. Pediatr. Clin. North Am. 46:51039–52 https://doi.org/10.1016/s0031-3955(05)70171-1
    [Crossref] [Google Scholar]
  53. Hinshaw SP. 2018. Attention deficit hyperactivity disorder (ADHD): controversy, developmental mechanisms, and multiple levels of analysis. Annu. Rev. Clin. Psychol. 14:291–316 https://doi.org/10.1146/annurev-clinpsy-050817-084917
    [Crossref] [Google Scholar]
  54. Hinshaw SP, Arnold LE. 2015. Attention-deficit hyperactivity disorder, multimodal treatment, and longitudinal outcome: evidence, paradox, and challenge. Wiley Interdiscip. Rev. Cogn. Sci. 6:139–52 https://doi.org/10.1002/wcs.1324
    [Crossref] [Google Scholar]
  55. Jonas K, Kochanska G. 2018. An imbalance of approach and effortful control predicts externalizing problems: support for extending the dual-systems model into early childhood. J. Abnorm. Child Psychol. 46:81573–83 https://doi.org/10.1007/s10802-018-0400-3
    [Crossref] [Google Scholar]
  56. Karalunas SL, Fair D, Musser ED, Aykes K, Iyer SP, Nigg JT 2014. Subtyping attention-deficit/hyperactivity disorder using temperament dimensions: toward biologically based nosologic criteria. JAMA Psychiatry 71:91015–24 https://doi.org/10.1001/jamapsychiatry.2014.763
    [Crossref] [Google Scholar]
  57. Karalunas SL, Gustafsson HC, Dieckmann NF, Tipsord J, Mitchell SH, Nigg JT 2017. Heterogeneity in development of aspects of working memory predicts longitudinal attention deficit hyperactivity disorder symptom change. J. Abnorm. Psychol. 126:6774–92 https://doi.org/10.1037/abn0000292
    [Crossref] [Google Scholar]
  58. Karalunas SL, Gustafsson HC, Fair D, Musser ED, Nigg JT 2019. Do we need an irritable subtype of ADHD? Replication and extension of a promising temperament profile approach to ADHD subtyping. Psychol. Assess. 31:2236–47 https://doi.org/10.1037/pas0000664
    [Crossref] [Google Scholar]
  59. Karalunas SL, Huang-Pollock CL. 2013. Integrating impairments in reaction time and executive function using a diffusion model framework. J. Abnorm. Child Psychol. 41:5837–50 https://doi.org/10.1007/s10802-013-9715-2
    [Crossref] [Google Scholar]
  60. Karalunas SL, Nigg JT. 2020. Heterogeneity and subtyping in attention-deficit/hyperactivity disorder—considerations for emerging research using person-centered computational approaches. Biol. Psychiatry 88:1103–10 https://doi.org/10.1016/j.biopsych.2019.11.002
    [Crossref] [Google Scholar]
  61. Kessler RC, Adler L, Barkley R, Biederman J, Conners CK et al. 2006. The prevalence and correlates of adult ADHD in the United States: results from the National Comorbidity Survey Replication. Am. J. Psychiatry 163:4716–23 https://doi.org/10.1176/ajp.2006.163.4.716
    [Crossref] [Google Scholar]
  62. Kessler RC, Adler LA, Berglund P, Green JG, McLaughlin KA et al. 2014. The effects of temporally secondary co-morbid mental disorders on the associations of DSM-IV ADHD with adverse outcomes in the US National Comorbidity Survey Replication Adolescent Supplement (NCS-A). Psychol. Med. 44:81779–92 https://doi.org/10.1017/s0033291713002419
    [Crossref] [Google Scholar]
  63. Kiiski H, Bennett M, Rueda-Delgado LM, Farina FR, Knight R et al. 2020. EEG spectral power, but not theta/beta ratio, is a neuromarker for adult ADHD. Eur. J. Neurosci. 51:102095–109 https://doi.org/10.1111/ejn.14645
    [Crossref] [Google Scholar]
  64. Kim S, Kochanska G. 2012. Child temperament moderates effects of parent-child mutuality on self-regulation: a relationship-based path for emotionally negative infants. Child Dev 83:41275–89 https://doi.org/10.1111/j.1467-8624.2012.01778.x
    [Crossref] [Google Scholar]
  65. Kim S, Kochanska G. 2019. Evidence for childhood origins of conscientiousness: testing a developmental path from toddler age to adolescence. Dev. Psychol. 55:1196–206 https://doi.org/10.1037/dev0000608
    [Crossref] [Google Scholar]
  66. Klein M, Walters RK, Demontis D, Stein JL, Hibar DP et al. 2019. Genetic markers of ADHD-related variations in intracranial volume. Am. J. Psychiatry 176:3228–38 https://doi.org/10.1176/appi.ajp.2018.18020149
    [Crossref] [Google Scholar]
  67. Langberg JM, Epstein JN, Altaye M, Molina BS, Arnold LE, Vitiello B 2008. The transition to middle school is associated with changes in the developmental trajectory of ADHD symptomatology in young adolescents with ADHD. J. Clin. Child Adolesc. Psychol. 37:3651–63 https://doi.org/10.1080/15374410802148095
    [Crossref] [Google Scholar]
  68. 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. J. Child Psychol. Psychiatry 55:5428–35 https://doi.org/10.1111/jcpp.12140
    [Crossref] [Google Scholar]
  69. Lee SS, Humphreys KL, Flory K, Liu R, Glass K 2011. Prospective association of childhood attention-deficit/hyperactivity disorder (ADHD) and substance use and abuse/dependence: a meta-analytic review. Clin. Psychol. Rev. 31:3328–41 https://doi.org/10.1016/j.cpr.2011.01.006
    [Crossref] [Google Scholar]
  70. Leibenluft E, Cohen P, Gorrindo T, Brook JS, Pine DS 2006. Chronic versus episodic irritability in youth: a community-based, longitudinal study of clinical and diagnostic associations. J. Child Adolesc. Psychopharmacol. 16:4456–66 https://doi.org/10.1089/cap.2006.16.456
    [Crossref] [Google Scholar]
  71. Lenartowicz A, Delorme A, Walshaw PD, Cho AL, Bilder RM et al. 2014. Electroencephalography correlates of spatial working memory deficits in attention-deficit/hyperactivity disorder: vigilance, encoding, and maintenance. J. Neurosci. 34:41171–82 https://doi.org/10.1523/JNEUROSCI.1765-13.2014
    [Crossref] [Google Scholar]
  72. Leppert B, Havdahl A, Riglin L, Jones HJ, Zheng J et al. 2019. Association of maternal neurodevelopmental risk alleles with early-life exposures. JAMA Psychiatry 76:8834–42 https://doi.org/10.1001/jamapsychiatry.2019.0774
    [Crossref] [Google Scholar]
  73. Luo Y, Weibman D, Halperin JM, Li X 2019. A review of heterogeneity in attention deficit/hyperactivity disorder (ADHD). Front. Hum. Neurosci. 13:42 https://doi.org/10.3389/fnhum.2019.00042
    [Crossref] [Google Scholar]
  74. Luthar SS, Eisenberg N. 2017. Resilient adaptation among at-risk children: harnessing science toward maximizing salutary environments. Child Dev 88:2337–49 https://doi.org/10.1111/cdev.12737
    [Crossref] [Google Scholar]
  75. Manzari N, Matvienko-Sikar K, Baldoni F, O'Keeffe GW, Khashan AS 2019. Prenatal maternal stress and risk of neurodevelopmental disorders in the offspring: a systematic review and meta-analysis. Soc. Psychiatry Psychiatr. Epidemiol. 54:111299–309 https://doi.org/10.1007/s00127-019-01745-3
    [Crossref] [Google Scholar]
  76. Martel MM. 2016. Dispositional trait types of ADHD in young children. J. Attention Disord. 20:143–52 https://doi.org/10.1177/1087054712466915
    [Crossref] [Google Scholar]
  77. Martel MM, Goth-Owens T, Martinez-Torteya C, Nigg JT 2010. A person-centered personality approach to heterogeneity in attention-deficit/hyperactivity disorder (ADHD). J. Abnorm. Psychol. 119:1186–96 https://doi.org/10.1037/a0017511
    [Crossref] [Google Scholar]
  78. Martel MM, Nigg JT. 2006. Child ADHD and personality/temperament traits of reactive and effortful control, resiliency, and emotionality. J. Child Psychol. Psychiatry 47:111175–83 https://doi.org/10.1111/j.1469-7610.2006.01629.x
    [Crossref] [Google Scholar]
  79. Martel MM, Nigg JT, von Eye A 2009. How do trait dimensions map onto ADHD symptom domains. ? J. Abnorm. Child Psychol. 37:3337–48 https://doi.org/10.1007/s10802-008-9255-3
    [Crossref] [Google Scholar]
  80. Metin B, Roeyers H, Wiersema JR, van der Meere J, Sonuga-Barke E 2012. A meta-analytic study of event rate effects on go/no-go performance in attention-deficit/hyperactivity disorder. Biol. Psychiatry 72:990–96 https://doi.org/10.1016/j.biopsych.2012.08.023
    [Crossref] [Google Scholar]
  81. Miller M, Musser ED, Young GS, Olson B, Steiner RD, Nigg JT 2019. Sibling recurrence risk and cross-aggregation of attention-deficit/hyperactivity disorder and autism spectrum disorder. JAMA Pediatr 173:2147–52 https://doi.org/10.1001/jamapediatrics.2018.4076
    [Crossref] [Google Scholar]
  82. Miller NV, Degnan KA, Hane AA, Fox NA, Chronis-Tuscano A 2019a. Infant temperament reactivity and early maternal caregiving: independent and interactive links to later childhood attention-deficit/hyperactivity disorder symptoms. J. Child Psychol. Psychiatry 60:143–53 https://doi.org/10.1111/jcpp.12934
    [Crossref] [Google Scholar]
  83. Miller NV, Hane AA, Degnan KA, Fox NA, Chronis-Tuscano A 2019b. Investigation of a developmental pathway from infant anger reactivity to childhood inhibitory control and ADHD symptoms: interactive effects of early maternal caregiving. J. Child Psychol. Psychiatry 60:7762–72 https://doi.org/10.1111/jcpp.13047
    [Crossref] [Google Scholar]
  84. Modesto-Lowe V, Danforth JS, Brooks D 2008. ADHD: Does parenting style matter. ? Clin. Pediatr. 47:9865–72 https://doi.org/10.1177/0009922808319963
    [Crossref] [Google Scholar]
  85. Moffitt TE, Houts R, Asherson P, Belsky DW, Corcoran DL et al. 2015. Is adult ADHD a childhood-onset neurodevelopmental disorder? Evidence from a four-decade longitudinal cohort study. Am. J. Psychiatry 172:10967–77 https://doi.org/10.1176/appi.ajp.2015.14101266
    [Crossref] [Google Scholar]
  86. Momany AM, Kamradt JM, Nikolas MA 2018. A meta-analysis of the association between birth weight and attention deficit hyperactivity disorder. J. Abnorm. Child Psychol. 46:71409–26 https://doi.org/10.1007/s10802-017-0371-9
    [Crossref] [Google Scholar]
  87. Monk C, Lugo-Candelas C, Trumpff C 2019. Prenatal developmental origins of future psychopathology: mechanisms and pathways. Annu. Rev. Clin. Psychol. 15:317–44 https://doi.org/10.1146/annurev-clinpsy-050718-095539
    [Crossref] [Google Scholar]
  88. Montiglio PO, Ferrari C, Réale D 2013. Social niche specialization under constraints: personality, social interactions and environmental heterogeneity. Philos. Trans. R. Soc. B 368:161820120343 https://doi.org/10.1098/rstb.2012.0343
    [Crossref] [Google Scholar]
  89. Mooney MA, Bhatt P, Hermosillo RJM, Ryabinin P, Nikolas M et al. 2020. Smaller total brain volume but not subcortical structure volume related to common genetic risk for ADHD. Psychol. Med. https://doi.org/10.1017/s0033291719004148
    [Crossref] [Google Scholar]
  90. Morawska A, Dittman CK, Rusby JC 2019. Promoting self-regulation in young children: the role of parenting interventions. Clin. Child Fam. Psychol. Rev. 22:143–51 https://doi.org/10.1007/s10567-019-00281-5
    [Crossref] [Google Scholar]
  91. Morris S, Sheen J, Ling M, Foley D, Sciberras E 2020. Interventions for adolescents with ADHD to improve peer social functioning: a systematic review and meta-analysis. J. Atten. Disord. https://doi.org/10.1177/1087054720906514
    [Crossref] [Google Scholar]
  92. Murray AL, Robinson T, Tripp G 2017. Neurocognitive and symptom trajectories of ADHD from childhood to early adolescence. J. Dev. Behav. Pediatr. 38:746575 https://doi.org/10.1097/DBP.0000000000000476
    [Crossref] [Google Scholar]
  93. Musser ED, Hawkey E, Kachan-Liu SS, Lees P, Roullet JB et al. 2014. Shared familial transmission of autism spectrum and attention-deficit/hyperactivity disorders. J. Child Psychol. Psychiatry 55:7819–27 https://doi.org/10.1111/jcpp.12201
    [Crossref] [Google Scholar]
  94. Musser ED, Willoughby MT, Wright S, Sullivan EL, Stadler DD et al. 2017. Maternal prepregnancy body mass index and offspring attention-deficit/hyperactivity disorder: a quasi-experimental sibling-comparison, population-based design. J. Child Psychol. Psychiatry 58:3240–47 https://doi.org/10.1111/jcpp.12662
    [Crossref] [Google Scholar]
  95. Myhre O, Låg M, Villanger GD, Oftedal B, Øvrevik J et al. 2018. Early life exposure to air pollution particulate matter (PM) as risk factor for attention deficit/hyperactivity disorder (ADHD): need for novel strategies for mechanisms and causalities. Toxicol. Appl. Pharmacol. 354:196–214 https://doi.org/10.1016/j.taap.2018.03.015
    [Crossref] [Google Scholar]
  96. Nigg JT. 2017. Annual research review: on the relations among self-regulation, self-control, executive functioning, effortful control, cognitive control, impulsivity, risk-taking, and inhibition for developmental psychopathology. J. Child Psychol. Psychiatry 58:4361–83 https://doi.org/10.1111/jcpp.12675
    [Crossref] [Google Scholar]
  97. Nigg JT. 2019. Lead and attention deficit hyperactivity disorder. Encyclopedia of Environmental Health J Nriagu 33–38 London: Elsevier. , 2nd ed..
    [Google Scholar]
  98. Nigg JT, Elmore AL, Natarajan N, Friderici KH, Nikolas MA 2016. Variation in an iron metabolism gene moderates the association between blood lead levels and attention-deficit/hyperactivity disorder in children. Psychol. Sci. 27:2257–69 https://doi.org/10.1177/0956797615618365
    [Crossref] [Google Scholar]
  99. Nigg JT, Goldsmith HH, Sachek J 2004. Temperament and attention deficit hyperactivity disorder: the development of a multiple pathway model. J. Clin. Child Adolesc. Psychol. 33:142–53 https://doi.org/10.1207/s15374424jccp3301_5
    [Crossref] [Google Scholar]
  100. Nigg JT, John OP, Blaskey LG, Huang-Pollock CL, Willcutt EG et al. 2002. Big five dimensions and ADHD symptoms: links between personality traits and clinical symptoms. J. Personal. Soc. Psychol. 83:2451–69 https://doi.org/10.1037/0022-3514.83.2.451
    [Crossref] [Google Scholar]
  101. Nigg JT, Karalunas SL, Feczko E, Fair DA 2020a. Toward a revised nosology for attention-deficit/hyperactivity disorder heterogeneity. Biol. Psychiatry Cogn. Neurosci. Neuroimaging 5:8726–37 https://doi.org/10.1016/j.bpsc.2020.02.005
    [Crossref] [Google Scholar]
  102. Nigg JT, Karalunas SL, Gustafsson HC, Bhatt P, Ryabinin P et al. 2020b. Evaluating chronic emotional dysregulation and irritability in relation to ADHD and depression genetic risk in children with ADHD. J. Child Psychol. Psychiatry 61:2205–14 https://doi.org/10.1111/jcpp.13132
    [Crossref] [Google Scholar]
  103. Nigg JT, Willcutt EG, Doyle AE, Sonuga-Barke EJ 2005. Causal heterogeneity in attention-deficit/hyperactivity disorder: Do we need neuropsychologically impaired subtypes. ? Biol. Psychiatry 57:111224–30 https://doi.org/10.1016/j.biopsych.2004.08.025
    [Crossref] [Google Scholar]
  104. Nozadi SS, Spinrad TL, Johnson SP, Eisenberg N 2018. Relations of emotion-related temperamental characteristics to attentional biases and social functioning. Emotion 18:4481–92 https://doi.org/10.1037/emo0000360
    [Crossref] [Google Scholar]
  105. Pievsky MA, McGrath RE. 2018. The neurocognitive profile of attention-deficit/hyperactivity disorder: a review of meta-analyses. Arch. Clin. Neuropsychol. 33:2143–57 https://doi.org/10.1093/arclin/acx055
    [Crossref] [Google Scholar]
  106. Planalp EM, Goldsmith HH. 2019. Observed profiles of infant temperament: stability, heritability, and associations with parenting. Child Dev 91:e563–80 https://doi.org/10.1111/cdev.13277
    [Crossref] [Google Scholar]
  107. Polanczyk G, de Lima MS, Horta BL, Biederman J, Rohde LA 2007. The worldwide prevalence of ADHD: a systematic review and metaregression analysis. Am. J. Psychiatry 164:6942–48 https://doi.org/10.1176/ajp.2007.164.6.942
    [Crossref] [Google Scholar]
  108. Rabinovitz BB, O'Neill S, Rajendran K, Halperin JM 2016. Temperament, executive control, and attention-deficit/hyperactivity disorder across early development. J. Abnorm. Psychol. 125:2196–206 https://doi.org/10.1037/abn0000093
    [Crossref] [Google Scholar]
  109. Ramakrishnan U, Gonzalez-Casanova I, Schnaas L, DiGirolamo A, Quezada AD et al. 2016. Prenatal supplementation with DHA improves attention at 5 y of age: a randomized controlled trial. Am. J. Clin. Nutr. 104:41075–82 https://doi.org/10.3945/ajcn.114.101071
    [Crossref] [Google Scholar]
  110. Riglin L, Leppert B, Dardani C, Thapar AK, Rice F et al. 2020. ADHD and depression: investigating a causal explanation. Psychol. Med. https://doi.org/10.1017/S0033291720000665
    [Crossref] [Google Scholar]
  111. Rivollier F, Krebs M-O, Kebir O 2019. Perinatal exposure to environmental endocrine disruptors in the emergence of neurodevelopmental psychiatric diseases: a systematic review. Int. J. Environ. Res. Public Health 16:81318 https://doi.org/10.3390/ijerph16081318
    [Crossref] [Google Scholar]
  112. Roberts BA, Martel MM, Nigg JT 2017. Are there executive dysfunction subtypes within ADHD. ? J. Atten. Disord. 21:4284–93 https://doi.org/10.1177/1087054713510349
    [Crossref] [Google Scholar]
  113. Rothbart MK. 2011. Becoming Who We Are: Temperament and Personality in Development New York: Guilford Press
  114. Rothbart MK, Sheese BE, Rueda MR, Posner MI 2011. Developing mechanisms of self-regulation in early life. Emot. Rev. 3:2207–13 https://doi.org/10.1177/1754073910387943
    [Crossref] [Google Scholar]
  115. Roy A, Hechtman L, Arnold LE, Sibley MH, Molina BS et al. 2016. Childhood factors affecting persistence and desistence of attention-deficit/hyperactivity disorder symptoms in adulthood: results from the MTA. J. Am. Acad. Child Adolesc. Psychiatry 55:11937–44 https://doi.org/10.1016/j.jaac.2016.05.027
    [Crossref] [Google Scholar]
  116. Rubia K. 2018. Cognitive neuroscience of attention deficit hyperactivity disorder (ADHD) and its clinical translation. Front. Hum. Neurosci. 12:100 https://doi.org/10.3389/fnhum.2018.00100
    [Crossref] [Google Scholar]
  117. Satterstrom FK, Walters RK, Singh T, Wigdor EM, Lescai F et al. 2019. Autism spectrum disorder and attention deficit hyperactivity disorder have a similar burden of rare protein-truncating variants. Nat. Neurosci. 22:121961–65 https://doi.org/10.1038/s41593-019-0527-8
    [Crossref] [Google Scholar]
  118. Scott BG, Lemery-Chalfant K, Clifford S, Tein JY, Stoll R, Goldsmith HH 2016. A twin factor mixture modeling approach to childhood temperament: differential heritability. Child Dev 87:61940–55 https://doi.org/10.1111/cdev.12561
    [Crossref] [Google Scholar]
  119. Serati M, Barkin JL, Orsenigo G, Altamura AC, Buoli M 2017. Research review: the role of obstetric and neonatal complications in childhood attention deficit and hyperactivity disorder—a systematic review. J. Child Psychol. Psychiatry 58:121290–300 https://doi.org/10.1111/jcpp.12779
    [Crossref] [Google Scholar]
  120. Shaw P, Eckstrand K, Sharp W, Blumenthal J, Lerch JP et al. 2007. Attention-deficit/hyperactivity disorder is characterized by a delay in cortical maturation. PNAS 104:4919649–54 https://doi.org/10.1073/pnas.0707741104
    [Crossref] [Google Scholar]
  121. Shaw P, Stringaris A, Nigg J, Leibenluft E 2014. Emotion dysregulation in attention deficit hyperactivity disorder. Am. J. Psychiatry 171:3276–93 https://doi.org/10.1176/appi.ajp.2013.13070966
    [Crossref] [Google Scholar]
  122. Sibley MH, Graziano PA, Ortiz M, Rodriguez L, Coxe S 2019. Academic impairment among high school students with ADHD: the role of motivation and goal-directed executive functions. J. Sch. Psychol. 77:67–76 https://doi.org/10.1016/j.jsp.2019.10.005
    [Crossref] [Google Scholar]
  123. Sibley MH, Mitchell JT, Becker SP 2016. Method of adult diagnosis influences estimated persistence of childhood ADHD: a systematic review of longitudinal studies. Lancet Psychiatry 3:121157–65 https://doi.org/10.1016/s2215-0366(16)30190-0
    [Crossref] [Google Scholar]
  124. Sibley MH, Ortiz M, Graziano P, Dick A, Estrada E 2020. Metacognitive and motivation deficits, exposure to trauma, and high parental demands characterize adolescents with late-onset ADHD. Eur. Child Adolesc. Psychiatry 29:4537–48 https://doi.org/10.1007/s00787-019-01382-w
    [Crossref] [Google Scholar]
  125. Sibley MH, Pelham WE Jr., Molina BSG, Gnagy EM, Waschbusch DA et al. 2012. Diagnosing ADHD in adolescence. J. Consult. Clin. Psychol. 80:1139–50 https://doi.org/10.1037/a0026577
    [Crossref] [Google Scholar]
  126. Sibley MH, Rohde LA, Swanson JM, Hechtman LT, Molina BSG et al. 2018. Late-onset ADHD reconsidered with comprehensive repeated assessments between ages 10 and 25. Am. J. Psychiatry 175:2140–49 https://doi.org/10.1176/appi.ajp.2017.17030298
    [Crossref] [Google Scholar]
  127. Sibley MH, Yeguez CE. 2018. Managing ADHD at the post-secondary transition: a qualitative study of parent and young adult perspectives. Sch. Ment. Health 10:4352–71 https://doi.org/10.1007/s12310-018-9273-4
    [Crossref] [Google Scholar]
  128. Sjöwall D, Roth L, Lindqvist S, Thorell LB 2013. Multiple deficits in ADHD: executive dysfunction, delay aversion, reaction time variability, and emotional deficits. J. Child Psychol. Psychiatry 54:6619–27 https://doi.org/10.1111/jcpp.12006
    [Crossref] [Google Scholar]
  129. Smith TE, Martel MM. 2019. Trait-based profiles of ADHD in adolescents and young adults. J. Clin. Child Adolesc. Psychol. 48:3440–54 https://doi.org/10.1080/15374416.2018.1491004
    [Crossref] [Google Scholar]
  130. Sonuga-Barke E, Bitsakou P, Thompson M 2010. Beyond the dual pathway model: evidence for the dissociation of timing, inhibitory, and delay-related impairments in attention-deficit/hyperactivity disorder. J. Am. Acad. Child Adolesc. Psychiatry 49:4345–55 https://doi.org/10.1016/j.jaac.2009.12.018
    [Crossref] [Google Scholar]
  131. Sonuga-Barke EJ. 2005. Causal models of attention-deficit/hyperactivity disorder: from common simple deficits to multiple developmental pathways. Biol. Psychiatry 57:111231–38 https://doi.org/10.1016/j.biopsych.2004.09.008
    [Crossref] [Google Scholar]
  132. Stringaris A. 2011. Irritability in children and adolescents: a challenge for DSM-5. Eur. Child Adolesc. Psychiatry 20:261–66 https://doi.org/10.1007/s00787-010-0150-4
    [Crossref] [Google Scholar]
  133. Sullivan EL, Holton KF, Nousen EK, Barling AN, Sullivan CA et al. 2015. Early identification of ADHD risk via infant temperament and emotion regulation: a pilot study. J. Child Psychol. Psychiatry 56:9949–57 https://doi.org/10.1111/jcpp.12426
    [Crossref] [Google Scholar]
  134. Sun S, Kuja-Halkola R, Faraone SV, D'Onofrio BM, Dalsgaard S et al. 2019. Association of psychiatric comorbidity with the risk of premature death among children and adults with attention-deficit/hyperactivity disorder. JAMA Psychiatry 76:111141–49 https://doi.org/10.1001/jamapsychiatry.2019.1944
    [Crossref] [Google Scholar]
  135. Swanson JD, Wadhwa PM. 2008. Developmental origins of child mental health disorders. J. Child Psychol. Psychiatry 49:101009–19 https://doi.org/10.1111/j.1469-7610.2008.02014.x
    [Crossref] [Google Scholar]
  136. Swanson JM, Arnold LE, Molina BSG, Sibley MH, Hechtman LT et al. 2017. Young adult outcomes in the follow-up of the multimodal treatment study of attention-deficit/hyperactivity disorder: symptom persistence, source discrepancy, and height suppression. J. Child Psychol. Psychiatry 58:6663–78 https://doi.org/10.1111/jcpp.12684
    [Crossref] [Google Scholar]
  137. Swanson JM, Kinsbourne M, Nigg J, Lanphear B, Stefanatos GA et al. 2007. Etiologic subtypes of attention-deficit/hyperactivity disorder: brain imaging, molecular genetic and environmental factors and the dopamine hypothesis. Neuropsychol. Rev. 17:139–59 https://doi.org/10.1007/s11065-007-9019-9
    [Crossref] [Google Scholar]
  138. Taylor E. 2019. ADHD medication in the longer term. Z. Kinder Jugendpsychiatr. Psychother. 47:6542–46 https://doi.org/10.1024/1422-4917/a000664
    [Crossref] [Google Scholar]
  139. Taylor ZE, Eisenberg N, VanSchyndel SK, Eggum-Wilkens ND, Spinrad TL 2014. Children's negative emotions and ego-resiliency: longitudinal relations with social competence. Emotion 14:2397–406 https://doi.org/10.1037/a0035079
    [Crossref] [Google Scholar]
  140. Thapar A. 2018. Discoveries on the genetics of ADHD in the 21st century: new findings and their implications. Am. J. Psychiatry 175:10943–50 https://doi.org/10.1176/appi.ajp.2018.18040383
    [Crossref] [Google Scholar]
  141. Thapar A, Cooper M, Rutter M 2017. Neurodevelopmental disorders. Lancet Psychiatry 4:4339–46 https://doi.org/10.1016/s2215-0366(16)30376-5
    [Crossref] [Google Scholar]
  142. Thapar A, Rutter M. 2019. Do natural experiments have an important future in the study of mental disorders. ? Psychol. Med. 49:71079–88 https://doi.org/10.1017/s0033291718003896
    [Crossref] [Google Scholar]
  143. Treur JL, Demontis D, Smith GD, Sallis H, Richardson TG et al. 2019. Investigating causality between liability to ADHD and substance use, and liability to substance use and ADHD risk, using Mendelian randomization. Addict. Biol. 2019:e12849 https://doi.org/10.1111/adb.12849
    [Crossref] [Google Scholar]
  144. Turgay A, Goodman DW, Asherson P, Lasser RA, Babcock TF et al. 2012. Lifespan persistence of ADHD: the Life Transition Model and its application. J. Clin. Psychiatry 73:2192–201 https://doi.org/10.4088/JCP.10m06628
    [Crossref] [Google Scholar]
  145. Unsworth N, Robison MK. 2017. The importance of arousal for variation in working memory capacity and attention control: a latent variable pupillometry study. J. Exp. Psychol. Learn. Mem. Cogn. 43:121962 https://doi.org/10.1037/xlm0000421
    [Crossref] [Google Scholar]
  146. Vaidya CJ, You X, Mostofsky S, Pereira F, Berl MM, Kenworthy L 2020. Data-driven identification of subtypes of executive function across typical development, attention deficit hyperactivity disorder, and autism spectrum disorders. J. Child Psychol. Psychiatry 61:151–61 https://doi.org/10.1111/jcpp.13114
    [Crossref] [Google Scholar]
  147. Vaughn AJ, Epstein JN, Rausch J, Altaye M, Langberg J et al. 2011. Relation between outcomes on a continuous performance test and ADHD symptoms over time. J. Abnorm. Child Psychol. 39:6853–64 https://doi.org/10.1007/s10802-011-9501-y
    [Crossref] [Google Scholar]
  148. Wakschlag LS, Perlman SB, Blair RJ, Leibenluft E, Briggs-Gowan MJ, Pine DS 2018. The neurodevelopmental basis of early childhood disruptive behavior: irritable and callous phenotypes as exemplars. Am. J. Psychiatry 175:2114–30 https://doi.org/10.1176/appi.ajp.2017.17010045
    [Crossref] [Google Scholar]
  149. Walker ER, McGee RE, Druss BG 2015. Mortality in mental disorders and global disease burden implications: a systematic review and meta-analysis. JAMA Psychiatry 72:4334–41 https://doi.org/10.1001/jamapsychiatry.2014.2502
    [Crossref] [Google Scholar]
  150. Whitaker AH, Feldman JF, Lorenz JM, McNicholas F, Fisher PW et al. 2011. Neonatal head ultrasound abnormalities in preterm infants and adolescent psychiatric disorders. Arch. Gen. Psychiatry 68:7742–52 https://doi.org/10.1001/archgenpsychiatry.2011.62
    [Crossref] [Google Scholar]
  151. Whiteford HA, Degenhardt L, Rehm J, Baxter AJ, Ferrari AJ et al. 2013. Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. Lancet 382:99041575–86 https://doi.org/10.1016/s0140-6736(13)61611-6
    [Crossref] [Google Scholar]
  152. Willcutt EG, Nigg JT, Pennington BF, Solanto MV, Rohde LA et al. 2012. Validity of DSM-IV attention deficit/hyperactivity disorder symptom dimensions and subtypes. J. Abnorm. Psychol. 121:4991–1010 https://doi.org/10.1037/a0027347
    [Crossref] [Google Scholar]
  153. Willoughby MT, Gottfredson NC, Stifter CA 2017. Observed temperament from ages 6 to 36 months predicts parent- and teacher-reported attention-deficit/hyperactivity disorder symptoms in first grade. Dev. Psychopathol. 29:1107–20 https://doi.org/10.1017/s0954579415001236
    [Crossref] [Google Scholar]
  154. Wolfers T, Beckmann CF, Hoogman M, Buitelaar JK, Franke B, Marquand AF 2020. Individual differences v. the average patient: mapping the heterogeneity in ADHD using normative models. Psychol. Med. 50:2314–23 https://doi.org/10.1017/s0033291719000084
    [Crossref] [Google Scholar]
  155. Worthman CM, Trang K. 2018. Dynamics of body time, social time and life history at adolescence. Nature 554:7693451–57 https://doi.org/10.1038/nature25750
    [Crossref] [Google Scholar]
  156. Wray NR, Wijmenga C, Sullivan PF, Yang J, Visscher PM 2018. Common disease is more complex than implied by the core gene omnigenic model. Cell 173:71573–80 https://doi.org/10.1016/j.cell.2018.05.051
    [Crossref] [Google Scholar]
/content/journals/10.1146/annurev-devpsych-060320-093413
Loading
/content/journals/10.1146/annurev-devpsych-060320-093413
Loading

Data & Media loading...

  • Article Type: Review Article
This is a required field
Please enter a valid email address
Approval was a Success
Invalid data
An Error Occurred
Approval was partially successful, following selected items could not be processed due to error