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循环脂肪因子浓度与静脉血栓栓塞风险:孟德尔随机化与中介分析

Circulating adipokine concentrations and the risk of venous thromboembolism: A Mendelian randomization and mediation analysis.

作者信息

Xiao Weizhong, Li Jian, Feng Tianyuyi, Jin Long

机构信息

Department of Interventional Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.

The Department of Radiology of the Fifth People's Hospital of Shanghai, Fudan University, Shanghai, China.

出版信息

Front Genet. 2023 Mar 28;14:1113111. doi: 10.3389/fgene.2023.1113111. eCollection 2023.

Abstract

Previous observational studies have suggested that circulating adipokine concentrations are related to a greater risk of venous thromboembolism (VTE). However, it remained unclear whether these observations reflect causality. This study aimed to investigate the causal relationship between circulating adipokine concentrations (including adiponectin, leptin, PAI-1, MCP-1, leptin receptor, and RETN) and the risk of VTE and its subtypes (DVT and PE) and to determine whether circulating adipokine concentrations are a mediator of venous thromboembolic events in obese patients. We used Mendelian randomization (MR) analyses to determine the effects of the body mass index (BMI), adiponectin, leptin, PAI-1, MCP-1, leptin receptor, and RETN levels on VTE, DVT, and PE in a cohort of 11,288 VTE cases, 5,632 DVT cases, 5,130 PE cases, and 254,771 controls. We then assessed the proportion of the effect of obesity on VTE, DVT, and PE explained by circulating leptin levels. Genetically predicted higher BMI was related to increased VTE (OR = 1.45, < 0.001), DVT (OR = 1.63, < 0.001), and PE (OR = 1.37, < 0.001) risk, and higher circulating leptin levels increase odds of VTE (OR = 1.96, q < 0.001), DVT (OR = 2.52, q < 0.001), and PE (OR = 2.26, q = 0.005). In addition, we found that the causal effect between elevated serum adiponectin and the decreased risk of VTE (OR = 0.85, = 0.013, q = 0.053) and PE (OR = 0.81, = 0.032, q = 0.083) and between MCP-1 and the reduced risk of VTE (OR = 0.88, = 0.048, q = 0.143) is no longer significant after FDR adjustment. In MR mediation analysis, the mediation effect of circulating leptin levels in the causal pathway from BMI to PE was estimated to be 1.28 (0.95-1.71, = 0.10), accounting for 39.14% of the total effect. The circulating leptin level is a risk factor for VTE, DVT, and PE, but it might be a potential mediator of BMI on the risk of PE, and thus, interventions on the circulating leptin level in obesity might reduce the risk of PE. Adiponectin is a potential protective factor for both VTE and PE.

摘要

以往的观察性研究表明,循环中的脂肪因子浓度与静脉血栓栓塞症(VTE)风险增加有关。然而,这些观察结果是否反映因果关系仍不清楚。本研究旨在探讨循环脂肪因子浓度(包括脂联素、瘦素、PAI-1、MCP-1、瘦素受体和RETN)与VTE及其亚型(深静脉血栓形成[DVT]和肺栓塞[PE])风险之间的因果关系,并确定循环脂肪因子浓度是否为肥胖患者静脉血栓栓塞事件的中介因素。我们采用孟德尔随机化(MR)分析,在一个包含11288例VTE病例、5632例DVT病例、5130例PE病例和254771例对照的队列中,确定体重指数(BMI)、脂联素、瘦素、PAI-1、MCP-1、瘦素受体和RETN水平对VTE、DVT和PE的影响。然后,我们评估了循环瘦素水平所解释的肥胖对VTE、DVT和PE影响的比例。基因预测的较高BMI与VTE风险增加(比值比[OR]=1.45,P<0.001)、DVT风险增加(OR=1.63,P<0.001)和PE风险增加(OR=1.37,P<0.001)相关,较高的循环瘦素水平增加了VTE(OR=1.96,q<0.001)、DVT(OR=2.52,q<0.001)和PE(OR=2.26,q=0.005)的几率。此外,我们发现,经错误发现率(FDR)调整后,血清脂联素升高与VTE风险降低(OR=0.85,P=‍0.013,q=0.053)和PE风险降低(OR=0.81,P=0.032,q=0.083)之间以及MCP-1与VTE风险降低(OR=0.88,P=0.048,q=0.143)之间的因果效应不再显著。在MR中介分析中,循环瘦素水平在从BMI到PE的因果途径中的中介效应估计为1.28(0.9‍5-1.71,P=0.10),占总效应的39.14%。循环瘦素水平是VTE、DVT和PE的危险因素,但它可能是BMI对PE风险影响的潜在中介因素,因此,对肥胖患者循环瘦素水平进行干预可能会降低PE风险。脂联素是VTE和PE的潜在保护因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ef0/10086141/e169fda510f7/fgene-14-1113111-g001.jpg

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