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Meta-Analysis
. 2012 Oct;169(10):1038-55.
doi: 10.1176/appi.ajp.2012.11101521.

Toward systems neuroscience of ADHD: a meta-analysis of 55 fMRI studies

Samuele Cortese  1 , Clare Kelly, Camille Chabernaud, Erika Proal, Adriana Di Martino, Michael P Milham, F Xavier Castellanos
Affiliations
Meta-Analysis

Toward systems neuroscience of ADHD: a meta-analysis of 55 fMRI studies

Samuele Cortese et al. Am J Psychiatry. 2012 Oct.

Abstract

Objective: The authors performed a comprehensive meta-analysis of task-based functional MRI studies of attention deficit hyperactivity disorder (ADHD).

Method: The authors searched PubMed, Ovid, EMBASE, Web of Science, ERIC, CINAHAL, and NeuroSynth for studies published through June 30, 2011. Significant differences in brain region activation between individuals with ADHD and comparison subjects were detected using activation likelihood estimation meta-analysis. Dysfunctional regions in ADHD were related to seven reference neuronal systems. The authors performed a set of meta-analyses focused on age groups (children and adults), clinical characteristics (history of stimulant treatment and presence of psychiatric comorbidities), and specific neuropsychological tasks (inhibition, working memory, and vigilance/attention).

Results: Fifty-five studies were included (39 for children and 16 for adults). In children, hypoactivation in ADHD relative to comparison subjects was observed mostly in systems involved in executive function (frontoparietal network) and attention (ventral attentional network). Significant hyperactivation in ADHD relative to comparison subjects was observed predominantly in the default, ventral attention, and somatomotor networks. In adults, ADHD-related hypoactivation was predominant in the frontoparietal system, while ADHD-related hyperactivation was present in the visual, dorsal attention, and default networks. Significant ADHD-related dysfunction largely reflected task features and was detected even in the absence of comorbid mental disorders or a history of stimulant treatment.

Conclusions: A growing literature provides evidence of ADHD-related dysfunction in multiple neuronal systems involved in higher-level cognitive functions but also in sensorimotor processes, including the visual system, and in the default network. This meta-analytic evidence extends early models of ADHD pathophysiology that were focused on prefrontal-striatal circuits.

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Conflict of interest statement

Potential conflicts of interest:

Dr. Cortese received financial support to attend medical meetings from Eli Lilly and Company (2007–9) and Shire Pharmaceuticals (2009–10), and was a co-investigator in studies sponsored by GlaxoSmithKline (2006), Eli Lilly and Company (2007–8), and Genopharm (2008). He served as a consultant for Shire Pharmaceuticals (2009–10). Dr. Cortese has no current relationships with pharmaceutical companies. The other co-authors report no competing interests.

Figures

Figure 1
Figure 1. Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) (19) flowchart reporting the search strategy and retrieved studies
* Up to January 27, 2011 ** From updated search (June 30, 2011) *** From Dickstein et al. (4).
Figure 2
Figure 2. Regions exhibiting significantly greater activation in comparisons relative to individuals with ADHD (upper panel) and in individuals with ADHD relative to comparisons (lower panel). The figure reports results for meta-analyses focused on adults or children and for the omnibus meta-analysis
R: Right; L: Left. “All participants” refers to the omnibus meta-analysis.
Figure 3
Figure 3. Regions of ADHD-related hypo- or hyperactivation in relation to Yeo et al. seven seven networks (9) for meta-analyses focused on adults or children and for the omnibus meta-analysis
R: Right; L: Left. Number of significant voxels in the contrast “Comparisons > ADHD”: children= 3320; adults= 272; omnibus= 6024. Number of significant voxels in the contrast “ADHD > Comparisons”: children= 888; adults= 464; omnibus= 2720.
See this image and copyright information in PMC

References

    1. Polanczyk G, de Lima MS, Horta BL, Biederman J, Rohde LA. The worldwide prevalence of ADHD: a systematic review and metaregression analysis. Am J Psychiatry. 2007;164:942–948. - PubMed
    1. Mannuzza S, Klein RG, Moulton JL., III Persistence of Attention-Deficit/Hyperactivity Disorder into adulthood: what have we learned from the prospective follow-up studies? J Atten Disord. 2003;7:93–100. - PubMed
    1. Wolraich M. Attention deficit hyperactivity disorder: The most studied and yet most controversial diagnosis. Ment Retard Devel Disabil Res Rev. 1999;5:163–168.
    1. Dickstein SG, Bannon K, Castellanos FX, Milham MP. The neural correlates of attention deficit hyperactivity disorder: an ALE meta-analysis. J Child Psychol Psychiatry. 2006;47:1051–1062. - PubMed
    1. Barkley RA. Behavioral inhibition, sustained attention, and executive functions: constructing a unifying theory of ADHD. Psychol Bull. 1997;121:65–94. - PubMed

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