Liu Zhengye, Mi Jiarui
Second School of Clinical Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China.
State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Front Nutr. 2021 Nov 11;8:712600. doi: 10.3389/fnut.2021.712600. eCollection 2021.
Previous observational studies indicated that the serum albumin levels and circulating metabolites are associated with a high risk of venous thromboembolism (VTE). However, whether these observations reflect causality remained unclear. Hence, we conducted a two-sample Mendelian randomization (MR) analysis to evaluate the causal associations of serum albumin and circulating metabolites with the risk of VTE. Summary statistics of genetic instruments proxying serum albumin, total protein, and common circulating metabolites were extracted from genome-wide association studies in the European ancestry. Summary-level results of age- and sex-adjusted estimates for associations of the instruments with VTE were derived from the FinnGen consortium. We used the inverse-variance weighted (IVW) method as the primary analysis for univariable MR. Sensitivity analyses were performed to detect horizontal pleiotropy and outliers. Genetically proxied high-serum albumin and total protein levels were suggestive protective factor of VTE, with odds ratio (OR) = 0.69 (CI 0.54-0.89, = 4.7 × 10) and 0.76 (CI 0.61-0.95, = 0.015), respectively. Genetically proxied low-monounsaturated fatty acids and the ratio of monounsaturated fatty acid to total fatty acid are causally associated with increased risk of VTE, with ORs = 0.89 (CI 0.80-0.99, = 0.031) and 0.85 (CI 0.78-0.94, = 9.92 × 10), respectively. There is no indication of causal associations between other circulating metabolites and the risk of VTE. Genetically liability to low-serum albumin and total protein levels, low proxied monounsaturated fatty acids (MUFAs) and the ratio of MUFAs to total fatty acids are associated with the higher risk of VTE.
既往观察性研究表明,血清白蛋白水平和循环代谢物与静脉血栓栓塞症(VTE)的高风险相关。然而,这些观察结果是否反映因果关系仍不明确。因此,我们进行了一项两样本孟德尔随机化(MR)分析,以评估血清白蛋白和循环代谢物与VTE风险之间的因果关联。从欧洲血统人群的全基因组关联研究中提取了代表血清白蛋白、总蛋白和常见循环代谢物的遗传工具的汇总统计数据。工具与VTE关联的年龄和性别调整估计值的汇总水平结果来自芬兰基因组联盟。我们使用逆方差加权(IVW)方法作为单变量MR的主要分析方法。进行敏感性分析以检测水平多效性和异常值。遗传代理的高血清白蛋白和总蛋白水平提示为VTE的保护因素,优势比(OR)分别为0.69(95%CI 0.54 - 0.89,P = 4.7×10⁻³)和0.76(95%CI 0.61 - 0.95,P = 0.015)。遗传代理的低单不饱和脂肪酸以及单不饱和脂肪酸与总脂肪酸的比例与VTE风险增加存在因果关联,OR分别为0.89(95%CI 0.80 - 0.99,P = 0.031)和0.85(95%CI 0.78 - 0.94,P = 9.92×10⁻⁴)。没有迹象表明其他循环代谢物与VTE风险之间存在因果关联。遗传易感性导致的低血清白蛋白和总蛋白水平、低代理单不饱和脂肪酸(MUFAs)以及MUFAs与总脂肪酸的比例与VTE的较高风险相关。