TY - JOUR
T1 - Neural correlates of cognitive function and symptoms in attention-deficit/hyperactivity disorder in adults
AU - Duan, Kuaikuai
AU - Chen, Jiayu
AU - Calhoun, Vince D.
AU - Lin, Dongdong
AU - Jiang, Wenhao
AU - Franke, Barbara
AU - Buitelaar, Jan K.
AU - Hoogman, Martine
AU - Arias-Vasquez, Alejandro
AU - Turner, Jessica A.
AU - Liu, Jingyu
N1 - Funding Information:
This study makes use of data on adult individuals from the Dutch NeuroIMAGE project, and the Dutch site of IMpACT (International Multi-center persistent ADHD Collaboration) project. The NeuroIMAGE project was supported by NWO Large Investment grant 1750102007010 (Dr Buitelaar), ZonMW Addiction: Risk Behaviour and Dependency Grant 60-60600-97-193 (Dr Buitelaar), NWO Brain & Cognition: an Integrative Approach grant 433-09-242 (Dr Buitelaar), NWO National Initiative Brain & Cognition 056-13-015 (Dr Buitelaar), the EU FP7 grants TACTICS (278948), IMAGEMEND (602450), MATRICS (603016) and AGGRESSOTYPE (602805), EU IMI grant EU-AIMS (115300), and grants from Radboudumc, University Medical Center Groningen, Accare, and VU University Amsterdam. The Dutch IMpACT study acknowledges the following sources of support: The Netherlands Organization for Scientific Research (NWO), i.e. the NWO Brain & Cognition Excellence Program (grant 433-09-229) and the Vici Innovation Program (grant 016-130-669 to BF). Additional support was received from the European Community's Seventh Framework Programme (FP7/2007–2013) under grant agreements n° 602805 (Aggressotype), n° 602450 (IMAGEMEND), and n° 278948 (TACTICS) as well as from the European Community's Horizon 2020 Programme (H2020/2014–2020) under grant agreements n° 643051 (MiND) and n° 667302 (CoCA). The work was also supported by grants for the ENIGMA Consortium (grant number U54 EB020403) from the BD2K Initiative of a cross-NIH partnership, and by the ECNP Network ADHD across the Lifespan. The authors also thank all participants to these two projects.
Funding Information:
This study was supported by the National Institutes of Health and The National Institute of Mental Health through the grant 1R01MH106655 .
Publisher Copyright:
© 2018 The Authors
PY - 2018/1/1
Y1 - 2018/1/1
N2 - While gray matter (GM) anomalies have been reported for attention-deficit/hyperactivity disorder (ADHD), investigating their associations with cognitive deficits and individual symptom domains can help pinpoint the neural underpinnings critical for the pathology of ADHD, particularly the persist form of ADHD. In this work, we performed both independent component analysis and voxel-based morphometry analysis on whole brain GM of 486 adults including 214 patients, 96 unaffected siblings, and 176 healthy controls, in relation to cognition and symptoms. Independent component analysis revealed that higher GM volume in inferior semilunar lobule, inferior frontal gyri, and superior and middle frontal gyri was associated with better working memory performance, and lower GM volume in cerebellar tonsil and culmen was associated with more severe inattention symptoms. Consistently, voxel-based morphometry analysis showed that higher GM volume in multiple regions of frontal lobe, cerebellum and temporal lobe was related to better working memory performance. Focusing on the networks derived from ICA, our results integrated prefrontal regions and cerebellar regions through associations with working memory and inattention symptoms, lending support for the theory of ‘cool’-cognition dysfunction being mediated by inferior fronto-striato-cerebellar networks in ADHD. Siblings showed intermediate cognitive impairments between patients and controls but presented GM anomalies in unique focal regions, suggesting they are a separate group potentially affected by the shared genetic and environmental risks with ADHD patients.
AB - While gray matter (GM) anomalies have been reported for attention-deficit/hyperactivity disorder (ADHD), investigating their associations with cognitive deficits and individual symptom domains can help pinpoint the neural underpinnings critical for the pathology of ADHD, particularly the persist form of ADHD. In this work, we performed both independent component analysis and voxel-based morphometry analysis on whole brain GM of 486 adults including 214 patients, 96 unaffected siblings, and 176 healthy controls, in relation to cognition and symptoms. Independent component analysis revealed that higher GM volume in inferior semilunar lobule, inferior frontal gyri, and superior and middle frontal gyri was associated with better working memory performance, and lower GM volume in cerebellar tonsil and culmen was associated with more severe inattention symptoms. Consistently, voxel-based morphometry analysis showed that higher GM volume in multiple regions of frontal lobe, cerebellum and temporal lobe was related to better working memory performance. Focusing on the networks derived from ICA, our results integrated prefrontal regions and cerebellar regions through associations with working memory and inattention symptoms, lending support for the theory of ‘cool’-cognition dysfunction being mediated by inferior fronto-striato-cerebellar networks in ADHD. Siblings showed intermediate cognitive impairments between patients and controls but presented GM anomalies in unique focal regions, suggesting they are a separate group potentially affected by the shared genetic and environmental risks with ADHD patients.
KW - Adult ADHD
KW - Cerebellum
KW - Independent component analysis
KW - Prefrontal cortex
KW - Working memory
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U2 - 10.1016/j.nicl.2018.04.035
DO - 10.1016/j.nicl.2018.04.035
M3 - Article
C2 - 30013920
AN - SCOPUS:85046782606
SN - 2213-1582
VL - 19
SP - 374
EP - 383
JO - NeuroImage: Clinical
JF - NeuroImage: Clinical
ER -