1. Combining neuroimaging and behavior to discriminate children with attention deficit-hyperactivity disorder with and without prenatal alcohol exposure
- Author
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O'Neill, Joseph, O'Connor, Mary J, Kalender, Guldamla, Ly, Ronald, Ng, Andrea, Dillon, Andrea, Narr, Katherine L, Loo, Sandra K, Alger, Jeffry R, and Levitt, Jennifer G
- Subjects
Adolescent ,Neuroimaging ,Medical and Health Sciences ,Attention deficit hyperactivity disorder ,Alcohol Use and Health ,Substance Misuse ,Pregnancy ,Clinical Research ,Magnetic resonance spectroscopy ,Behavioral and Social Science ,Humans ,Child ,Pediatric ,White matter ,Psychology and Cognitive Sciences ,Neurosciences ,Experimental Psychology ,Magnetic Resonance Imaging ,Attention Deficit Hyperactivity Disorder (ADHD) ,Brain Disorders ,Fetal alcohol spectrum disorder ,Alcoholism ,Diffusion tensor imaging ,Mental Health ,Attention Deficit Disorder with Hyperactivity ,Prenatal Exposure Delayed Effects ,Biomedical Imaging ,Female - Abstract
In many patients, ostensible idiopathic attention deficit-hyperactivity disorder (ADHD) may actually stem from covert prenatal alcohol exposure (PAE), a treatment-relevant distinction. This study attempted a receiver-operator characteristic (ROC) classification of children with ADHD into those with PAE (ADHD+PAE) and those without (ADHD-PAE) using neurobehavioral instruments alongside magnetic resonance spectroscopy (MRS) and diffusion tensor imaging (DTI) of supraventricular brain white matter. Neurobehavioral, MRS, and DTI endpoints had been suggested by prior findings. Participants included children aged 8-13years, 23 with ADHD+PAE, 19 with familial ADHD-PAE, and 28 typically developing (TD) controls. With area-under-the-curve (AUC) >0.90, the Conners 3 Parent Rating Scale Inattention (CIn) and Hyperactivity/Impulsivity (CHp) scores and the Behavioral Regulation Index (BRI) of the Behavior Rating Inventory of Executive Function (BRIEF2) excellently distinguished the clinical groups from TD, but not from each other (AUC 0.80) discrimination. Neuroimaging combined with CIn and BRI achieved AUC 0.72 and AUC 0.84, respectively. But neuroimaging combined with CHp yielded 14 excellent combinations with AUC ≥ 0.90 (all p 
- Published
- 2022