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冲动性表型的纵向特征增强了基因组相关性和遗传力的信号。

Longitudinal characterization of impulsivity phenotypes boosts signal for genomic correlates and heritability.

作者信息

Deng Wei Q, Belisario Kyla, Munafò Marcus R, MacKillop James

机构信息

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

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

出版信息

Mol Psychiatry. 2025 Feb;30(2):608-618. doi: 10.1038/s41380-024-02704-4. Epub 2024 Aug 24.

Abstract

Genomic correlates of impulsivity have been identified in several genome-wide association studies (GWAS) using cross-sectional designs, but no studies have investigated the molecular genetic correlates of impulsivity phenotypes using longitudinally constructed traits. In 3860 unrelated European participants in the Avon Longitudinal Study of Parents and Children (ALSPAC), we constructed longitudinal phenotypes for delay discounting and impulsive personality traits (as measured by the UPPS-P impulsive behavior scales) via assessment at ages 24, 26, and 28. We conducted GWASs of impulsivity using both cross-sectional and longitudinal phenotypes, estimated heritability and their phenotypic and genetic correlations, and evaluated their association with recently-developed polygenic risk scores (PRSs) for the impulsivity indicators themselves and also related psychiatric conditions. Latent growth curve modeling revealed a stable intercept over time for all impulsivity phenotypes. High genetic correlation of cross-sectional measures over time suggested a stable genetic component for delay discounting (r = 0.53-0.99) and sensation seeking (r = 0.99). Heritability estimates of the stable longitudinal phenotypes substantively improved as compared to their cross-sectional counterparts, revealing a significant SNP-heritability for delay discounting (0.22; p = 0.03) and sensation seeking (0.35; p = 0.0007). Consistent with previous reports, GWAS and gene-based analyses revealed associations between specific longitudinal impulsivity indicators and CADM2 and NCAM1 genes. The PRSs for the impulsivity indicators and disorders related to self-regulation were also significantly associated with longitudinal impulsivity traits. Finally, we validated the associations between longitudinal impulsivity phenotypes and their PRSs in an independent 13-wave longitudinal study (n = 1019) and the benefit of longitudinal phenotypes in simulation studies. In this first longitudinal genetic study of impulsivity traits, the results revealed stable genomic correlates of delay discounting and sensation seeking over time and further validated the utility of recently-developed PRSs, both in relation to the observed traits and in connecting them to psychiatric disorders. More generally, these findings support using latent intercepts as novel longitudinal phenotypes to boost signal for heritability and genomic correlates of mechanisms contributing to psychiatric disease liability.

摘要

在多项使用横断面设计的全基因组关联研究(GWAS)中已经确定了冲动性的基因组相关性,但尚无研究使用纵向构建的性状来探究冲动性表型的分子遗传学相关性。在雅芳亲子纵向研究(ALSPAC)的3860名无亲缘关系的欧洲参与者中,我们通过在24岁、26岁和28岁时进行评估,构建了延迟折扣和冲动性人格特质(通过UPPS-P冲动行为量表测量)的纵向表型。我们使用横断面和纵向表型进行了冲动性的GWAS,估计了遗传力及其表型和遗传相关性,并评估了它们与最近开发的针对冲动性指标本身以及相关精神疾病的多基因风险评分(PRS)的关联。潜在生长曲线模型显示,所有冲动性表型随时间的截距稳定。横断面测量随时间的高遗传相关性表明延迟折扣(r = 0.53 - 0.99)和寻求感觉(r = 0.99)具有稳定的遗传成分。与横断面表型相比,稳定的纵向表型的遗传力估计有实质性提高,显示延迟折扣(0.22;p = 0.03)和寻求感觉(0.35;p = 0.0007)具有显著的单核苷酸多态性遗传力。与先前的报告一致,GWAS和基于基因的分析揭示了特定纵向冲动性指标与CADM2和NCAM1基因之间的关联。冲动性指标和与自我调节相关的障碍的PRS也与纵向冲动性特质显著相关。最后,我们在一项独立的13波纵向研究(n = 1019)中验证了纵向冲动性表型与其PRS之间的关联,以及纵向表型在模拟研究中的益处。在这项首次关于冲动性特质的纵向遗传研究中,结果揭示了延迟折扣和寻求感觉随时间稳定的基因组相关性,并进一步验证了最近开发的PRS的效用,既涉及观察到的特质,也涉及将它们与精神疾病联系起来。更广泛地说,这些发现支持使用潜在截距作为新的纵向表型,以增强对导致精神疾病易感性的机制的遗传力和基因组相关性的信号。

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