NeuroImage ClinicalNeurosciencePeer-reviewed journal article
Structural Brain Alterations and Their Association with Cognitive Function and Symptoms in Attention-Deficit/Hyperactivity Disorder Families
Wenhao JiangiD, Kuaikuai DuaniD, Kelly Rootes-MurdyiD, Pieter J. HoekstraiD, Catharina Annette HartmaniD, Jaap OosterlaaniD, Dirk J. Heslenfeld, Barbara FrankeiD, Jan K. BuitelaariD, Alejandro Arias VásqueziD, Jingyu LiuiD, Jessica A. TurneriD
Abstract
Gray matter disruptions have been found consistently in Attention-deficit/Hyperactivity Disorder (ADHD). The organization of these alterations into brain structural networks remains largely unexplored. We investigated 508 participants (281 males) with ADHD (N = 210), their unaffected siblings (N = 108), individuals with subthreshold ADHD (N = 49), and unrelated healthy controls (N = 141) with an age range from 7 - 18 years old from 336 families in the Dutch NeuroIMAGE project. Source based morphometry was used to examine structural brain network alterations and their association with symptoms and cognitive performance. Two networks showed significant reductions in individuals with ADHD compared to unrelated healthy controls after False Discovery Rate correction. Component A, mainly located in bilateral Crus I, showed a case/control difference with sub-clinical cases being intermediate between cases and controls. The unaffected siblings were similar to controls. After correcting for IQ and medication status, component A showed a negative correlation with inattention symptoms across the entire sample. Component B included a maximum cluster in the bilateral insula, where unaffected siblings, similar to cases, showed significantly reduced loadings compared to controls; but no relationship with individual symptoms or cognitive measures was found for component B. This multivariate approach suggests that areas reflecting genetic liability within ADHD are partly separate from those areas modulating symptom severity.
- organism: human
- assay: imaging
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 14
- FWCI
- 1.46
- Field percentile
- top 20%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- ADHD Symptoms are Associated with the Modular Structure of Intrinsic Brain Networks in a Representative Sample of Healthy Adults
Kirsten Hilger, Christian J. Fiebach·Network NeurosciencePeer-reviewed·Jan 1, 2019
- Reduced fronto-striatal volume in ADHD in two cohorts across the lifespan
Renata Basso Cupertino, Sourena Soheili‐Nezhad, … Emma Sprooten·NeuroImage ClinicalPeer-reviewed·Jan 1, 2020
- Connectome-wide association analysis identified significant brain functional alteration in adults with attention-deficit/hyperactivity disorder
Lu Liu, Di Chen, … Jianfeng Feng·bioRxiv·Dec 14, 2021
- Analysis of structural brain asymmetries in Attention-Deficit/Hyperactivity Disorder in 39 datasets
Merel C. Postema, Martine Hoogman, … Neda Jahanshad·Journal of Child Psychology and PsychiatryPeer-reviewed·Mar 22, 2021
- Genetic background of grey matter brain networks related to attention-deficit/hyperactivity disorder
Gido Schoenmacker, Kuaikuai Duan, … Alejandro Arias Vásquez·medRxiv·Jan 7, 2022
- No support for white matter microstructural properties and connectivity differences in the combined and inattentive adhd presentations.
Jacqueline F. Saad, Kristi R. Griffiths, … Mayuresh S. Korgaonkar·PLoS ONEPeer-reviewed·May 5, 2021