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Reduced fronto-striatal volume in attention-deficit/hyperactivity disorder in two cohorts across the lifespan
- Source :
- NeuroImage. Clinical, 28:102403. ELSEVIER SCI LTD, Cupertino, R B, Soheili-Nezhad, S, Grevet, E H, Bandeira, C E, Picon, F A, Tavares, M E D A, Naaijen, J, van Rooij, D, Akkermans, S, Vitola, E S, Zwiers, M P, Rovaris, D L, Hoekstra, P J, Breda, V, Oosterlaan, J, Hartman, C A, Beckmann, C F, Buitelaar, J K, Franke, B, Bau, C H D & Sprooten, E 2020, ' Reduced fronto-striatal volume in attention-deficit/hyperactivity disorder in two cohorts across the lifespan ', NeuroImage: Clinical, vol. 28, 102403, pp. 1-9 . https://doi.org/10.1016/j.nicl.2020.102403, NeuroImage: Clinical, 28:102403. Elsevier BV, Cupertino, R B, Soheili-Nezhad, S, Grevet, E H, Bandeira, C E, Picon, F A, Tavares, M E D A, Naaijen, J, van Rooij, D, Akkermans, S, Vitola, E S, Zwiers, M P, Rovaris, D L, Hoekstra, P J, Breda, V, Oosterlaan, J, Hartman, C A, Beckmann, C F, Buitelaar, J K, Franke, B, Bau, C H D & Sprooten, E 2020, ' Reduced fronto-striatal volume in attention-deficit/hyperactivity disorder in two cohorts across the lifespan ', NeuroImage: Clinical, vol. 28, 102403 . https://doi.org/10.1016/j.nicl.2020.102403, NeuroImage : Clinical, Neuroimage. Clinical, 28, NeuroImage: Clinical, 28:102403, 1-9. Elsevier BV, NeuroImage: Clinical, Vol 28, Iss, Pp 102403-(2020)
- Publication Year :
- 2020
-
Abstract
- Highlights • Reduced volume in frontal lobes, striatum, and their interconnecting white matter in ADHD. • Cross-cultural and age-independent validity of the study including two independent cohorts. • Data driven approach using ICA of whole-brain morphometry images.<br />Attention-Deficit/Hyperactivity Disorder (ADHD) has been associated with altered brain anatomy in neuroimaging studies. However, small and heterogeneous study samples, and the use of region-of-interest and tissue-specific analyses have limited the consistency and replicability of these effects. We used a data-driven multivariate approach to investigate neuroanatomical features associated with ADHD in two independent cohorts: the Dutch NeuroIMAGE cohort (n = 890, 17.2 years) and the Brazilian IMpACT cohort (n = 180, 44.2 years). Using independent component analysis of whole-brain morphometry images, 375 neuroanatomical components were assessed for association with ADHD. In both discovery (corrected-p = 0.0085) and replication (p = 0.032) cohorts, ADHD was associated with reduced volume in frontal lobes, striatum, and their interconnecting white-matter. Current results provide further evidence for the role of the fronto-striatal circuit in ADHD in children, and for the first time show its relevance to ADHD in adults. The fact that the cohorts are from different continents and comprise different age ranges highlights the robustness of the findings.
- Subjects :
- CHILDREN
Audiology
lcsh:RC346-429
0302 clinical medicine
MATTER ABNORMALITIES
130 000 Cognitive Neurology & Memory
Gray Matter
Child
05 social sciences
White matter
220 Statistical Imaging Neuroscience
Brain
Regular Article
Magnetic Resonance Imaging
medicine.anatomical_structure
Neurology
VOXEL-BASED MORPHOMETRY
Cohort
lcsh:R858-859.7
Brazil
Adult
medicine.medical_specialty
DEFICIT HYPERACTIVITY DISORDER
Cognitive Neuroscience
Longevity
Independent component analysis
lcsh:Computer applications to medicine. Medical informatics
behavioral disciplines and activities
050105 experimental psychology
150 000 MR Techniques in Brain Function
03 medical and health sciences
Brain anatomy
Neuroimaging
mental disorders
medicine
Attention deficit hyperactivity disorder
Humans
ADHD
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
Association (psychology)
lcsh:Neurology. Diseases of the nervous system
METAANALYSIS
GRAY
Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7]
INDEPENDENT COMPONENT ANALYSIS
business.industry
Fronto-striatal
Tensor-based morphometry
ADULTS
medicine.disease
Attention Deficit Disorder with Hyperactivity
Neurology (clinical)
PSYCHIATRIC COMORBIDITY
business
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 22131582
- Volume :
- 28
- Database :
- OpenAIRE
- Journal :
- NeuroImage. Clinical
- Accession number :
- edsair.doi.dedup.....13337cd86d27bc96a7cc321aa0cad119
- Full Text :
- https://doi.org/10.1016/j.nicl.2020.102403