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听力障碍与影像衍生表型的基因多效性的性别差异:全脑研究。

Sex differences in the pleiotropy of hearing difficulty with imaging-derived phenotypes: a brain-wide investigation.

机构信息

Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, USA.

Cooperative Studies Program Clinical Epidemiology Research Center (CSP-CERC), Veteran Affairs Connecticut Healthcare System, West Haven, CT 06516, USA.

出版信息

Brain. 2024 Oct 3;147(10):3395-3408. doi: 10.1093/brain/awae077.

Abstract

Hearing difficulty (HD) is a major health burden in older adults. While ageing-related changes in the peripheral auditory system play an important role, genetic variation associated with brain structure and function could also be involved in HD predisposition. We analysed a large-scale HD genome-wide association study (GWAS; ntotal = 501 825, 56% females) and GWAS data related to 3935 brain imaging-derived phenotypes (IDPs) assessed in up to 33 224 individuals (52% females) using multiple MRI modalities. To investigate HD pleiotropy with brain structure and function, we conducted genetic correlation, latent causal variable, Mendelian randomization and multivariable generalized linear regression analyses. Additionally, we performed local genetic correlation and multi-trait co-localization analyses to identify genomic regions and loci implicated in the pleiotropic mechanisms shared between HD and brain IDPs. We observed a widespread genetic correlation of HD with 120 IDPs in females, 89 in males and 171 in the sex-combined analysis. The latent causal variable analysis showed that some of these genetic correlations could be due to cause-effect relationships. For seven of them, the causal effects were also confirmed by the Mendelian randomization approach: vessel volume→HD in the sex-combined analysis; hippocampus volume→HD, cerebellum grey matter volume→HD, primary visual cortex volume→HD and HD→fluctuation amplitudes of node 46 in resting-state functional MRI dimensionality 100 in females; global mean thickness→HD and HD→mean orientation dispersion index in superior corona radiata in males. The local genetic correlation analysis identified 13 pleiotropic regions between HD and these seven IDPs. We also observed a co-localization signal for the rs13026575 variant between HD, primary visual cortex volume and SPTBN1 transcriptomic regulation in females. Brain structure and function may have a role in the sex differences in HD predisposition via possible cause-effect relationships and shared regulatory mechanisms.

摘要

听力障碍(HD)是老年人的主要健康负担。虽然与年龄相关的外周听觉系统变化起着重要作用,但与大脑结构和功能相关的遗传变异也可能与 HD 易感性有关。我们分析了一项大规模的 HD 全基因组关联研究(GWAS;ntotal=501825,56%为女性)和与多达 33224 名个体(52%为女性)中评估的 3935 个脑成像衍生表型(IDP)相关的 GWAS 数据,使用了多种 MRI 模式。为了研究与大脑结构和功能的 HD 多效性,我们进行了遗传相关性、潜在因果变量、孟德尔随机化和多变量广义线性回归分析。此外,我们还进行了局部遗传相关性和多性状共定位分析,以确定与 HD 和脑 IDP 之间共享的多效性机制相关的基因组区域和基因座。我们观察到,在女性中,HD 与 120 个 IDP 之间存在广泛的遗传相关性,在男性中为 89 个,在男女混合分析中为 171 个。潜在因果变量分析表明,其中一些遗传相关性可能是由于因果关系。对于其中的七个,孟德尔随机化方法也证实了因果效应:在男女混合分析中,血管容积→HD;海马体容积→HD、小脑灰质容积→HD、初级视觉皮层容积→HD 和 HD→静息状态功能 MRI 维度 100 的节点 46 的波动幅度在女性中;全球平均厚度→HD 和男性中高级冠状辐射的 HD→平均取向分散指数。局部遗传相关性分析确定了 HD 与这七个 IDP 之间的 13 个多效性区域。我们还观察到女性中 rs13026575 变体与 HD、初级视觉皮层容积和 SPTBN1 转录组调节之间的共定位信号。大脑结构和功能可能通过可能的因果关系和共享的调节机制在 HD 易感性的性别差异中起作用。

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