Brenda My Leung, Cindy Feng, Anupam Roy, Yang S Liu, Jeanette M Johnstone, Irene E Hatsu, L Eugene Arnold
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Effect sizes (ES) with confidence intervals (CI) were generated using bivariate analysis of risk difference of proportions derived from the classification tree between-treatment effects stratified by the moderator variable.</p><p><strong>Results: </strong>The classification tree showed a higher response rate among multinutrient-treated children (n = 70) with university-educated parents compared to those with parents with less than a university education (64% vs. 36%); a finding also supported by the bivariate analysis (ES = 0.35, 95% CI = 0.03-0.67). Within university-educated parents, a larger percentage of children with past ADHD medication use were responders compared to no past ADHD medication use (83% vs. 52%). Classification tree also revealed that among multinutrient-treated children with university-educated parents without past ADHD medication, higher baseline CGI-Severity score was responders compared to lower baseline score (67% vs. 33%). Bivariate analysis predicted higher response in participants whose parents reported alcohol use disorder (ES = 0.43, 95% CI = 0.10-0.76), or illegal drug use (ES = 0.68, 95% CI = 0.52-0.84), or learning problems (ES = 0.44, 95% CI = 0.13-0.75).</p><p><strong>Conclusions: </strong>Parent education level, substance use disorder or learning problems, and child's previous medication use moderated multinutrient response in children with ADHD. 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引用次数: 0
摘要
目的:本研究分析了来自青少年多动症微量营养素(MADDY) 8周随机对照试验的数据,以确定对多营养素治疗反应的调节因素,即根据临床总体印象改善(CGI-I)量表,可能预测最佳获益的患者特征。方法:分类树分析调查人口学和临床病史变量作为治疗反应的潜在调节因素。效应量(ES)和置信区间(CI)是通过对由调节变量分层的治疗间效应分类树得出的风险比例差异的双变量分析产生的。结果:分类树显示,父母受过大学教育的多营养素治疗儿童(n = 70)的反应率高于父母没有受过大学教育的儿童(64%对36%);双变量分析也支持这一发现(ES = 0.35, 95% CI = 0.03-0.67)。在受过大学教育的父母中,与没有使用过ADHD药物的孩子相比,过去使用过ADHD药物的孩子有更大比例的反应(83%对52%)。分类树还显示,在父母受过大学教育且没有既往ADHD药物的多营养素治疗儿童中,基线cgi -严重程度评分较高的儿童比基线评分较低的儿童有反应(67%对33%)。双变量分析预测,父母报告酒精使用障碍(ES = 0.43, 95% CI = 0.10-0.76)或非法药物使用(ES = 0.68, 95% CI = 0.52-0.84)或学习问题(ES = 0.44, 95% CI = 0.13-0.75)的参与者的反应更高。结论:父母教育水平、物质使用障碍或学习问题以及儿童既往用药可调节ADHD儿童的多营养素反应。这些发现对未来的研究和临床实践具有启示意义。
Patient characteristics' moderation of multinutrients treatment response in school-age children with attention deficit hyperactivity disorder.
Objective: This study analyzed data from the Micronutrients for ADHD in Youth (MADDY) 8-week RCT to identify moderators of treatment response to multinutrients, i.e., patient characteristics likely to predict optimal benefit based on the Clinical Global Impression-Improvement (CGI-I)- scale.
Methods: Classification tree analysis investigated demographic and clinical history variables as potential moderators of treatment response. Effect sizes (ES) with confidence intervals (CI) were generated using bivariate analysis of risk difference of proportions derived from the classification tree between-treatment effects stratified by the moderator variable.
Results: The classification tree showed a higher response rate among multinutrient-treated children (n = 70) with university-educated parents compared to those with parents with less than a university education (64% vs. 36%); a finding also supported by the bivariate analysis (ES = 0.35, 95% CI = 0.03-0.67). Within university-educated parents, a larger percentage of children with past ADHD medication use were responders compared to no past ADHD medication use (83% vs. 52%). Classification tree also revealed that among multinutrient-treated children with university-educated parents without past ADHD medication, higher baseline CGI-Severity score was responders compared to lower baseline score (67% vs. 33%). Bivariate analysis predicted higher response in participants whose parents reported alcohol use disorder (ES = 0.43, 95% CI = 0.10-0.76), or illegal drug use (ES = 0.68, 95% CI = 0.52-0.84), or learning problems (ES = 0.44, 95% CI = 0.13-0.75).
Conclusions: Parent education level, substance use disorder or learning problems, and child's previous medication use moderated multinutrient response in children with ADHD. These findings have implications for future research and clinical practice.
期刊介绍:
European Child and Adolescent Psychiatry is Europe''s only peer-reviewed journal entirely devoted to child and adolescent psychiatry. It aims to further a broad understanding of psychopathology in children and adolescents. Empirical research is its foundation, and clinical relevance is its hallmark.
European Child and Adolescent Psychiatry welcomes in particular papers covering neuropsychiatry, cognitive neuroscience, genetics, neuroimaging, pharmacology, and related fields of interest. Contributions are encouraged from all around the world.