Wei Q. Deng, Kyla Belisario, Joshua C. Gray, Emily E. Levitt, Pedrum Mohammadi-Shemirani, Desmond Singh, Guillaume Pare, James MacKillop
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Although there were no individual genome-wide significant hits, the neuroticism PRS was positively associated with negative urgency (adjusted <i>R</i><sup>2</sup> = 1.61%, <i>p</i> = 3.6 × 10<sup>−7</sup>) and the educational attainment PRS was inversely associated with delay discounting (adjusted <i>R</i><sup>2</sup> = 1.68%, <i>p</i> = 2.2 × 10<sup>−7</sup>). There was also evidence implicating PRSs of attention-deficit/hyperactivity disorder, externalizing, risk-taking, smoking cessation, smoking initiation, and body mass index with one or more impulsivity phenotypes (adjusted <i>R</i><sup>2</sup>s: 0.35%–1.07%; FDR adjusted <i>p</i>s <i>=</i> 0.05–0.0006). These significant associations between PRSs and impulsivity phenotypes are consistent with established genetic correlations. The combined PRS explained 0.91%–2.46% of the phenotypic variance for individual impulsivity measures, corresponding to 8.7%–32.5% of their reported single-nucleotide polymorphism (SNP)-based heritability, suggesting a non-negligible portion of the SNP-based heritability can be recovered by PRSs. 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引用次数: 0
摘要
冲动性是指一系列反映自我调节能力的概念相关表型,这些表型被认为是精神和身体健康的有希望的内表型。冲动性的测量可以大致分为三个领域,即冲动性选择,冲动性行为和冲动性人格特征。在以社区为基础的欧洲祖先样本(n = 1534)中,我们进行了冲动选择(延迟折扣)、冲动行为(行为抑制)和冲动人格特征(UPPS-P)的全基因组关联研究(GWASs),并评估了先前与自我调节相关的表型的11个多基因风险评分(prs)。虽然没有个体全基因组的显著匹配,但神经质PRS与负紧迫感正相关(调整R2 = 1.61%, p = 3.6 × 10−7),教育程度PRS与延迟折扣负相关(调整R2 = 1.68%, p = 2.2 × 10−7)。还有证据表明,注意缺陷/多动障碍、外化、冒险、戒烟、开始吸烟和体重指数的PRSs具有一种或多种冲动表型(调整后的R2s: 0.35%-1.07%;FDR调整后的ps = 0.05-0.0006)。PRSs和冲动表型之间的这些显著关联与已建立的遗传相关性是一致的。联合PRS解释了个体冲动测量的0.91%-2.46%的表型变异,对应于他们报告的单核苷酸多态性(SNP)遗传力的8.7%-32.5%,这表明基于SNP的遗传力的不可忽略的部分可以通过PRS恢复。这些结果支持PRSs的预测有效性和实用性,甚至来自相关表型,以告知冲动表型的遗传学。
Leveraging related health phenotypes for polygenic prediction of impulsive choice, impulsive action, and impulsive personality traits in 1534 European ancestry community adults
Impulsivity refers to a number of conceptually related phenotypes reflecting self-regulatory capacity that are considered promising endophenotypes for mental and physical health. Measures of impulsivity can be broadly grouped into three domains, namely, impulsive choice, impulsive action, and impulsive personality traits. In a community-based sample of ancestral Europeans (n = 1534), we conducted genome-wide association studies (GWASs) of impulsive choice (delay discounting), impulsive action (behavioral inhibition), and impulsive personality traits (UPPS-P), and evaluated 11 polygenic risk scores (PRSs) of phenotypes previously linked to self-regulation. Although there were no individual genome-wide significant hits, the neuroticism PRS was positively associated with negative urgency (adjusted R2 = 1.61%, p = 3.6 × 10−7) and the educational attainment PRS was inversely associated with delay discounting (adjusted R2 = 1.68%, p = 2.2 × 10−7). There was also evidence implicating PRSs of attention-deficit/hyperactivity disorder, externalizing, risk-taking, smoking cessation, smoking initiation, and body mass index with one or more impulsivity phenotypes (adjusted R2s: 0.35%–1.07%; FDR adjusted ps = 0.05–0.0006). These significant associations between PRSs and impulsivity phenotypes are consistent with established genetic correlations. The combined PRS explained 0.91%–2.46% of the phenotypic variance for individual impulsivity measures, corresponding to 8.7%–32.5% of their reported single-nucleotide polymorphism (SNP)-based heritability, suggesting a non-negligible portion of the SNP-based heritability can be recovered by PRSs. These results support the predictive validity and utility of PRSs, even derived from related phenotypes, to inform the genetics of impulsivity phenotypes.
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