Maryland Psychiatric Research Center, Department of Psychiatry, School of Medicine, University of Maryland, Baltimore, Maryland, USA.
Division of Biostatistics and Bioinformatics, Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, Maryland, USA.
J Neurosci Res. 2023 Sep;101(9):1471-1483. doi: 10.1002/jnr.25205. Epub 2023 Jun 18.
Elevated arterial blood pressure (BP) is a common risk factor for cerebrovascular and cardiovascular diseases, but no causal relationship has been established between BP and cerebral white matter (WM) integrity. In this study, we performed a two-sample Mendelian randomization (MR) analysis with individual-level data by defining two nonoverlapping sets of European ancestry individuals (genetics-exposure set: N = 203,111; mean age = 56.71 years, genetics-outcome set: N = 16,156; mean age = 54.61 years) from UK Biobank to evaluate the causal effects of BP on regional WM integrity, measured by fractional anisotropy of diffusion tensor imaging. Two BP traits: systolic and diastolic blood pressure were used as exposures. Genetic variant was carefully selected as instrumental variable (IV) under the MR analysis assumptions. We existing large-scale genome-wide association study summary data for validation. The main method used was a generalized version of inverse-variance weight method while other MR methods were also applied for consistent findings. Two additional MR analyses were performed to exclude the possibility of reverse causality. We found significantly negative causal effects (FDR-adjusted p < .05; every 10 mmHg increase in BP leads to a decrease in FA value by .4% ~ 2%) of BP traits on a union set of 17 WM tracts, including brain regions related to cognitive function and memory. Our study extended the previous findings of association to causation for regional WM integrity, providing insights into the pathological processes of elevated BP that might chronically alter the brain microstructure in different regions.
动脉血压升高(BP)是脑血管和心血管疾病的常见危险因素,但 BP 与脑白质(WM)完整性之间尚未建立因果关系。在这项研究中,我们通过定义两个非重叠的欧洲血统个体数据集(遗传-暴露组:N = 203,111;平均年龄 = 56.71 岁,遗传-结果组:N = 16,156;平均年龄 = 54.61 岁)进行了两样本孟德尔随机化(MR)分析,来自英国生物银行,以评估 BP 对区域 WM 完整性的因果影响,通过扩散张量成像的各向异性分数来衡量。两个 BP 特征:收缩压和舒张压被用作暴露因素。遗传变异被精心选为 MR 分析假设下的工具变量(IV)。我们使用了现有的大规模全基因组关联研究汇总数据进行验证。主要方法是广义逆方差加权法,同时还应用了其他 MR 方法以获得一致的发现。进行了另外两项 MR 分析以排除反向因果关系的可能性。我们发现,在 17 个 WM 束的联合集合上,BP 特征具有显著的负向因果效应(FDR 调整后 p <.05;BP 每升高 10mmHg,FA 值降低 0.4%~2%),包括与认知功能和记忆相关的大脑区域。我们的研究将先前关于区域 WM 完整性的关联研究扩展到因果研究,为升高的 BP 对不同区域大脑微观结构的慢性改变的病理过程提供了深入的见解。