Department of Epidemiology, School of Public Health, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, MOE Key Laboratory of Geriatric Diseases and Immunology, 199 Renai Road, Industrial Park District, Suzhou Medical College of Soochow University, Suzhou, Jiangsu 215123, China.
Department of Medical Imaging, 11 Guangqian Road, Xiangcheng District, The Affiliated Guangji Hospital of Soochow University, Suzhou, China.
Cereb Cortex. 2024 Jan 31;34(2). doi: 10.1093/cercor/bhad518.
Previous observational studies have reported associations between brain imaging-derived phenotypes (IDPs) and intracerebral hemorrhage (ICH), but the causality between them remains uncertain. We aimed to investigate the potential causal relationship between IDPs and ICH by a two-sample Mendelian randomization (MR) study. We selected genetic instruments for 363 IDPs from a genome-wide association study (GWASs) based on the UK Biobank (n = 33,224). Summary-level data on ICH was derived from a European-descent GWAS with 1,545 cases and 1,481 controls. Inverse variance weighted MR method was applied in the main analysis to investigate the associations between IDPs and ICH. Reverse MR analyses were performed for significant IDPs to examine the reverse causation for the identified associations. Among the 363 IDPs, isotropic or free water volume fraction (ISOVF) in the anterior limb of the left internal capsule was identified to be associated with the risk of ICH (OR per 1-SD increase, 4.62 [95% CI, 2.18-9.81], P = 6.63 × 10-5). In addition, the reverse MR analysis indicated that ICH had no effect on ISOVF in the anterior limb of the left internal capsule (beta, 0.010 [95% CI, -0.010-0.030], P = 0.33). MR-Egger regression analysis showed no directional pleiotropy for the association between ISOVF and ICH, and sensitivity analyses with different MR models further confirmed these findings. ISOVF in the anterior limb of the left internal capsule might be a potential causal mediator of ICH, which may provide predictive guidance for the prevention of ICH. Further studies are warranted to replicate our findings and clarify the underlying mechanisms.
先前的观察性研究报告了脑影像学衍生表型(IDP)与脑出血(ICH)之间的关联,但它们之间的因果关系尚不确定。我们旨在通过两样本孟德尔随机化(MR)研究来探究 IDP 与 ICH 之间潜在的因果关系。我们从基于英国生物库的全基因组关联研究(GWAS)中选择了 363 个 IDP 的遗传工具(n=33224)。ICH 的汇总水平数据来自欧洲血统的 GWAS,其中包括 1545 例病例和 1481 例对照。主要分析中应用了逆方差加权 MR 方法来研究 IDP 与 ICH 之间的关联。对显著的 IDP 进行反向 MR 分析,以检查鉴定关联的反向因果关系。在 363 个 IDP 中,左侧内囊前肢的各向同性或自由水体积分数(ISOVF)与 ICH 风险相关(每增加 1-SD 的 OR,4.62[95%CI,2.18-9.81],P=6.63×10-5)。此外,反向 MR 分析表明 ICH 对内囊前肢的 ISOVF 没有影响(β,0.010[95%CI,-0.010-0.030],P=0.33)。MR-Egger 回归分析表明,ISOVF 与 ICH 之间的关联没有方向性偏倚,并且不同 MR 模型的敏感性分析进一步证实了这些发现。左侧内囊前肢的 ISOVF 可能是 ICH 的潜在因果中介,这可能为预防 ICH 提供预测性指导。需要进一步的研究来复制我们的发现并阐明潜在机制。