Brain-wide pleiotropy investigation of alcohol drinking and tobacco smoking behaviors

Giovanni Deiana, Jun He, Brenda Cabrera-Mendoza, Roberto Ciccocioppo, Valerio Napolioni, Renato Polimanti
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Abstract

To investigate the pleiotropic mechanisms linking brain structure and function to alcohol drinking and tobacco smoking, we integrated genome-wide data generated by the GWAS and Sequencing Consortium of Alcohol and Nicotine use (GSCAN; up to 805,431 participants) with information related to 3,935 brain imaging-derived phenotypes (IDPs) available from UK Biobank (N=33,224). We observed global genetic correlation of smoking behaviors with white matter hyperintensities, the morphology of the superior longitudinal fasciculus, and the mean thickness of pole-occipital. With respect to the latter brain IDP, we identified a local genetic correlation with age at which the individual began smoking regularly (hg38 chr2:35,895,678-36,640,246: rho=1, p=1.01×10−5). This region has been previously associated with smoking initiation, educational attainment, chronotype, and cortical thickness. Our genetically informed causal inference analysis using both latent causal variable approach and Mendelian randomization linked the activity of prefrontal and premotor cortex and that of superior and inferior precentral sulci, and cingulate sulci to the number of alcoholic drinks per week (genetic causality proportion, gcp=0.38, p=8.9×10−4, rho=-0.18±0.07; inverse variance weighting, IVW beta=-0.04, 95%CI=-0.07 – −0.01). This relationship could be related to the role of these brain regions in the modulation of reward-seeking motivation and the processing of social cues. Overall, our brain-wide investigation highlighted that different pleiotropic mechanisms likely contribute to the relationship of brain structure and function with alcohol drinking and tobacco smoking, suggesting decision-making activities and chemosensory processing as modulators of propensity towards alcohol and tobacco consumption.
对饮酒和吸烟行为的全脑多效性研究
为了研究大脑结构和功能与饮酒和吸烟之间的多效应机制,我们将酒精和尼古丁使用的全基因组研究和测序联合会(GSCAN,多达 805,431 名参与者)生成的全基因组数据与英国生物库(UK Biobank,N=33,224)提供的 3,935 个大脑成像衍生表型(IDPs)的相关信息进行了整合。我们观察到吸烟行为与白质高密度、上纵筋束形态和极枕平均厚度之间存在全球性遗传相关性。关于后一种大脑 IDP,我们发现局部遗传与个体开始定期吸烟的年龄相关(hg38 chr2:35,895,678-36,640,246:rho=1,p=1.01×10-5)。该区域以前曾与开始吸烟、教育程度、年代型和皮质厚度相关。我们利用潜在因果变量法和孟德尔随机法进行了遗传因果推断分析,发现前额叶和运动前皮层的活动以及上、下前区沟和扣带回的活动与每周饮酒次数有关(遗传因果关系比例,gcp=0.38,p=8.9×10-4,rho=-0.18±0.07;逆方差加权,IVW beta=-0.04,95%CI=-0.07 --0.01)。这种关系可能与这些脑区在调节寻求奖赏的动机和处理社会线索方面的作用有关。总之,我们的全脑调查突出表明,不同的多效应机制可能促成了大脑结构和功能与饮酒和吸烟的关系,表明决策活动和化学感觉处理是酒精和烟草消费倾向的调节器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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