Samek Diana R, Bailey Jennifer, Hill Karl G, Wilson Sylia, Lee Susanne, Keyes Margaret A, Epstein Marina, Smolen Andrew, Miller Michael, Winters Ken C, Hawkins J David, Catalano Richard F, Iacono William G, McGue Matt
Department of Human Development and Family Studies, Auburn University, 203 Spidle Hall, Auburn, AL, 36849, USA.
School of Social Work, University of Washington, Seattle, WA, USA.
Behav Genet. 2016 Sep;46(5):608-626. doi: 10.1007/s10519-016-9800-8. Epub 2016 Jul 21.
This study presents results from a collaboration across five longitudinal studies seeking to test and replicate models of gene-environment interplay in the development of substance use and externalizing disorders (SUDs, EXT). We describe an overview of our conceptual models, plan for gene-environment interplay analyses, and present main effects results evaluating six candidate genes potentially relevant to SUDs and EXT (MAOA, 5-HTTLPR, COMT, DRD2, DAT1, and DRD4). All samples included rich longitudinal and phenotypic measurements from childhood/adolescence (ages 5-13) through early adulthood (ages 25-33); sample sizes ranged from 3487 in the test sample, to ~600-1000 in the replication samples. Phenotypes included lifetime symptom counts of SUDs (nicotine, alcohol and cannabis), adult antisocial behavior, and an aggregate externalizing disorder composite. Covariates included the first 10 ancestral principal components computed using all autosomal markers in subjects across the data sets, and age at the most recent assessment. Sex, ancestry, and exposure effects were thoroughly evaluated. After correcting for multiple testing, only one significant main effect was found in the test sample, but it was not replicated. Implications for subsequent gene-environment interplay analyses are discussed.
本研究展示了五项纵向研究合作得出的结果,这些研究旨在测试和复制物质使用障碍和外化性障碍(SUDs,EXT)发展过程中基因-环境相互作用的模型。我们描述了概念模型的概述、基因-环境相互作用分析计划,并呈现了评估六个可能与SUDs和EXT相关的候选基因(MAOA、5-HTTLPR、COMT、DRD2、DAT1和DRD4)的主效应结果。所有样本都包含从童年/青少年期(5至13岁)到成年早期(25至33岁)丰富的纵向和表型测量数据;样本量从测试样本中的3487人到复制样本中的约600至1000人不等。表型包括SUDs(尼古丁、酒精和大麻)的终生症状计数、成人反社会行为以及外化性障碍综合指标。协变量包括使用数据集中所有常染色体标记计算得出的前10个祖先主成分,以及最近一次评估时的年龄。对性别、血统和暴露效应进行了全面评估。在进行多重检验校正后,测试样本中仅发现一个显著的主效应,但未得到复制。文中讨论了对后续基因-环境相互作用分析的启示。