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Assessing the causal relationship between obesity and venous thromboembolism through a Mendelian Randomization study

机译:通过孟德尔随机化研究评估肥胖与静脉血栓栓塞的因果关系

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Observational studies have shown an association between obesity and venous thromboembolism (VTE) but it is not known if observed associations are causal, due to reverse causation or confounding bias. We conducted a Mendelian Randomization study of body mass index (BMI) and VTE. We identified 95 single nucleotide polymorphisms (SNPs) that have been previously associated with BMI and assessed the association between genetically predicted high BMI and VTE leveraging data from a previously conducted GWAS within the INVENT consortium comprising a total of 7507 VTE cases and 52,632 controls of European ancestry. Five BMI SNPs were associated with VTE at P < 0.05, with the strongest association seen for the FTO SNP rs1558902 (OR 1.07, 95% CI 1.02-1.12, P = 0.005). In addition, we observed a significant association between genetically predicted BMI and VTE (OR = 1.59, 95% CI 1.30-1.93 per standard deviation increase in BMI, P = 5.8 x 10(-6)). Our study provides evidence for a causal relationship between high BMI and risk of VTE. Reducing obesity levels will likely result in lower incidence in VTE.
机译:观察性研究表明肥胖与静脉血栓栓塞(VTE)之间存在关联,但由于反向因果关系或混杂偏倚,尚不清楚观察到的关联是否是因果关系。我们对体重指数(BMI)和VTE进行了孟德尔随机研究。我们确定了95个单核苷酸多态性(SNPs),这些单核苷酸多态性以前与BMI有关,并评估了遗传预测的高BMI和VTE之间的关联,这些数据来自INVENT财团内先前进行的GWAS,该财团共包括7507例VTE病例和52632例欧洲血统的对照。在P<0.05时,五个BMI单核苷酸多态性与VTE相关,FTO单核苷酸多态性rs1558902的相关性最强(OR 1.07,95%可信区间1.02-1.12,P=0.005)。此外,我们观察到基因预测的BMI和VTE之间存在显著关联(OR=1.59,95%可信区间1.30-1.93,BMI每增加一个标准偏差,P=5.8 x 10(-6))。我们的研究为高BMI和VTE风险之间的因果关系提供了证据。降低肥胖水平可能会降低VTE的发病率。

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