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利用相关健康表型对 1534 名欧洲血统社区成年人的冲动选择、冲动行为和冲动人格特质进行多基因预测。

Leveraging related health phenotypes for polygenic prediction of impulsive choice, impulsive action, and impulsive personality traits in 1534 European ancestry community adults.

机构信息

Peter Boris Centre for Addictions Research, St. Joseph's Healthcare Hamilton, Hamilton, Ontario, Canada.

Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada.

出版信息

Genes Brain Behav. 2023 Jun;22(3):e12848. doi: 10.1111/gbb.12848. Epub 2023 Apr 14.

Abstract

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 R  = 1.61%, p = 3.6 × 10 ) and the educational attainment PRS was inversely associated with delay discounting (adjusted R  = 1.68%, p = 2.2 × 10 ). 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 R s: 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.

摘要

冲动性是指一系列与自我调节能力相关的概念性表型,被认为是精神和身体健康有希望的内表型。冲动性的测量可以大致分为三个领域,即冲动选择、冲动行为和冲动人格特质。在一个祖先为欧洲人的基于社区的样本中(n=1534),我们对冲动选择(延迟折扣)、冲动行为(行为抑制)和冲动人格特质(UPPS-P)进行了全基因组关联研究(GWAS),并评估了与自我调节相关的 11 个表型的多基因风险评分(PRSs)。虽然没有个体全基因组显著命中,但神经质 PRS 与负性冲动正相关(调整后的 R=1.61%,p=3.6×10),教育程度 PRS 与延迟折扣负相关(调整后的 R=1.68%,p=2.2×10)。还有证据表明,注意力缺陷多动障碍、外化、冒险、戒烟、吸烟开始和体重指数的 PRS 与一种或多种冲动性表型相关(调整后的 R s:0.35%-1.07%;FDR 调整后的 p 值=0.05-0.0006)。PRSs 与冲动性表型之间的这些显著关联与已建立的遗传相关性一致。综合 PRS 解释了个体冲动性测量的 0.91%-2.46%的表型方差,相当于其报告的单核苷酸多态性(SNP)基础遗传率的 8.7%-32.5%,表明 SNP 基础遗传率的相当一部分可以通过 PRS 恢复。这些结果支持 PRS 的预测有效性和实用性,即使是从相关表型中得出的,也可以为冲动性表型的遗传学提供信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b634/10242187/f68b6847f2e5/GBB-22-e12848-g001.jpg

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