Research Unit School Psychology and Development in Context, KU Leuven, Leuven, Belgium.
Research Center Adolescent Development, Utrecht University, PO box 80.140, 3508, TC, Utrecht, The Netherlands.
J Abnorm Child Psychol. 2019 Jul;47(7):1107-1120. doi: 10.1007/s10802-018-0432-8.
Guided by a developmental psychopathology framework, research has increasingly focused on the interplay of genetics and environment as a predictor of different forms of psychopathology, including social anxiety. In these efforts, the polygenic nature of complex phenotypes such as social anxiety is increasingly recognized, but studies applying polygenic approaches are still scarce. In this study, we applied Principal Covariates Regression as a novel approach to creating polygenic components for the oxytocin system, which has recently been put forward as particularly relevant to social anxiety. Participants were 978 adolescents (49.4% girls; M T = 13.8 years). Across 3 years, questionnaires were used to assess adolescent social anxiety symptoms and multi-informant reports of parental psychological control and autonomy support. All adolescents were genotyped for 223 oxytocin single nucleotide polymorphisms (SNPs) in 14 genes. Using Principal Covariates Regression, these SNPs could be reduced to five polygenic components. Four components reflected the underlying linkage disequilibrium and ancestry structure, whereas the fifth component, which consisted of small contributions of many SNPs across multiple genes, was strongly positively associated with adolescent social anxiety symptoms, pointing to an index of genetic risk. Moreover, significant interactions were found with this polygenic component and the environmental variables of interest. Specifically, adolescents who scored high on this polygenic component and experienced less adequate parenting (i.e., high psychological control or low autonomy support) showed the highest levels of social anxiety. Implications of these findings are discussed in the context of individual-by-environment models.
在发展心理病理学框架的指导下,研究越来越关注遗传和环境的相互作用作为预测不同形式精神病理学的指标,包括社交焦虑。在这些努力中,越来越多的人认识到社交焦虑等复杂表型的多基因性质,但应用多基因方法的研究仍然很少。在这项研究中,我们应用主协变量回归作为一种新方法来创建催产素系统的多基因成分,该系统最近被提出与社交焦虑特别相关。参与者为 978 名青少年(49.4%为女孩;M T = 13.8 岁)。在 3 年内,使用问卷评估青少年社交焦虑症状以及父母心理控制和自主性支持的多信息报告。所有青少年均接受了 14 个基因中 223 个催产素单核苷酸多态性(SNP)的基因分型。使用主协变量回归,可以将这些 SNP 减少到五个多基因成分。四个成分反映了潜在的连锁不平衡和祖先结构,而第五个成分由多个基因中许多 SNP 的小贡献组成,与青少年社交焦虑症状呈强烈正相关,表明遗传风险指数。此外,还发现了与该多基因成分和感兴趣的环境变量的显著相互作用。具体来说,在这个多基因成分上得分较高且经历较少适当教养(即高心理控制或低自主性支持)的青少年表现出最高水平的社交焦虑。这些发现的意义在个体与环境模型的背景下进行了讨论。