Literature DB >> 19900717

ADHD latent class clusters: DSM-IV subtypes and comorbidity.

Josephine Elia1, Mauricio Arcos-Burgos, Kelly L Bolton, Paul J Ambrosini, Wade Berrettini, Maximilian Muenke.   

Abstract

ADHD (Attention Deficit Hyperactivity Disorder) has a complex, heterogeneous phenotype only partially captured by Diagnostic and Statistical Manual of Mental Disorders (DSM-IV) criteria. In this report, latent class analyses (LCA) are used to identify ADHD phenotypes using K-SADS-IVR (Schedule for Affective Disorders & Schizophrenia for School Age Children-IV-Revised) symptoms and symptom severity data from a clinical sample of 500 ADHD subjects, ages 6-18, participating in an ADHD genetic study. Results show that LCA identified six separate ADHD clusters, some corresponding to specific DSM-IV subtypes while others included several subtypes. DSM-IV comorbid anxiety and mood disorders were generally similar across all clusters, and subjects without comorbidity did not aggregate within any one cluster. Age and gender composition also varied. These results support findings from population-based LCA studies. The six clusters provide additional homogenous groups that can be used to define ADHD phenotypes in genetic association studies. The limited age ranges aggregating in the different clusters may prove to be a particular advantage in genetic studies where candidate gene expression may vary during developmental phases. DSM-IV comorbid mood and anxiety disorders also do not appear to increase cluster heterogeneity; however, longitudinal studies that cover period of risk are needed to support this finding.

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Year:  2009        PMID: 19900717      PMCID: PMC4131943          DOI: 10.1016/j.psychres.2008.10.008

Source DB:  PubMed          Journal:  Psychiatry Res        ISSN: 0165-1781            Impact factor:   3.222


  38 in total

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3.  Prevalence and assessment of attention-deficit/hyperactivity disorder in primary care settings.

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4.  Latent class analysis of ADHD and comorbid symptoms in a population sample of adolescent female twins.

Authors:  R J Neuman; A Heath; W Reich; K K Bucholz; L Sun; R D Todd; J J Hudziak
Journal:  J Child Psychol Psychiatry       Date:  2001-10       Impact factor: 8.982

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Authors:  R D Todd; E R Rasmussen; R J Neuman; W Reich; J J Hudziak; K K Bucholz; P A Madden; A Heath
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Review 6.  Candidate gene studies of attention-deficit/hyperactivity disorder.

Authors:  Stephen V Faraone; Sajjad A Khan
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7.  Factor and latent class analysis of DSM-IVADHD symptoms in a school sample of Brazilian adolescents.

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Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2001-06       Impact factor: 8.829

8.  Replication of the latent class structure of Attention-Deficit/Hyperactivity Disorder (ADHD) subtypes in a sample of Australian twins.

Authors:  Erik R Rasmussen; Rosalind J Neuman; Andrew C Heath; Florence Levy; David A Hay; Richard D Todd
Journal:  J Child Psychol Psychiatry       Date:  2002-11       Impact factor: 8.982

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Authors:  M T Willoughby; P J Curran; E J Costello; A Angold
Journal:  J Am Acad Child Adolesc Psychiatry       Date:  2000-12       Impact factor: 8.829

10.  Mutational analysis of the nicotinic acetylcholine receptor alpha 4 subunit gene in attention deficit/hyperactivity disorder: evidence for association of an intronic polymorphism with attention problems.

Authors:  R D Todd; E A Lobos; L-W Sun; R J Neuman
Journal:  Mol Psychiatry       Date:  2003-01       Impact factor: 15.992

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  19 in total

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Authors:  James J Li; Steve S Lee
Journal:  J Child Psychol Psychiatry       Date:  2012-05-31       Impact factor: 8.982

3.  Review: changing (shared) heritability of ASD and ADHD across the lifespan.

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4.  Academic and Social Functioning Associated with Attention-Deficit/Hyperactivity Disorder: Latent Class Analyses of Trajectories from Kindergarten to Fifth Grade.

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5.  Item Response Theory Analysis of ADHD Symptoms in Children With and Without ADHD.

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7.  Therapeutic futility and phenotypic heterogeneity in heart failure with preserved ejection fraction: what is the role of bionic learning?

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Journal:  Eur J Heart Fail       Date:  2019-11-20       Impact factor: 15.534

8.  Factor structure of a sluggish cognitive tempo scale in clinically-referred children.

Authors:  Lisa A Jacobson; Sarah C Murphy-Bowman; Alison E Pritchard; Ariana Tart-Zelvin; T Andrew Zabel; E Mark Mahone
Journal:  J Abnorm Child Psychol       Date:  2012-11

9.  Early Development of Comorbidity Between Symptoms of ADHD and Anxiety.

Authors:  Shannon L Gair; Hallie R Brown; Sungha Kang; Adam S Grabell; Elizabeth A Harvey
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10.  Machine Learning based Psychology: Advocating for A Data-Driven Approach.

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