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Mendelian randomization suggests non-causal associations of testosterone with cardiometabolic risk factors and mortality

机译:孟德尔随机化表明睾丸激素与心脏代谢危险因素和死亡率无因果关系

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Prospective studies showed that low serum testosterone concentrations are associated with various cardiometabolic risk factors and mortality. However, the causal nature of these associations is controversial. We studied 1 882 men aged 20-79 years with serum testosterone concentrations and genotyping data from the longitudinal population-based Study of Health in Pomerania. Testosterone concentrations were cross-sectionally associated with cardiometabolic risk factors, including anthropometric, lipid, blood pressure and glycaemic parameters; and prospectively with all-cause mortality (277 deaths, 14.7%) during the 10-year follow-up. To overcome problems of residual confounding, reverse causation, or regression dilution bias in the investigated testosterone-outcome associations, we used two-stage least square regression models with previously identified polymorphisms at the SHBG gene (rs12150660) and X chromosome (rs5934505) as multiple genetic instruments in an instrumental variable (IV) approach, also known as Mendelian randomization. In standard regression analyses, testosterone was robustly associated with a wide range of cardiometabolic risk factors. In subsequent IV analyses, no such significant associations were observed. Similarly, prospective analyses showed a consistent association of low testosterone concentrations with increased all-cause mortality risk, which was not apparent in subsequent IV analyses. The present Mendelian randomization analyses did not detect any evidence for causal associations of testosterone concentrations with cardiometabolic risk factors and mortality, suggesting that previously reported associations might largely result from residual confounding or reverse causation. Although testosterone assessment might improve risk prediction, implementation of testosterone replacement therapy requires further evidence of a direct effect on cardiometabolic outcomes from double-blinded randomized controlled trials and large-scale Mendelian randomization meta-analyses.
机译:前瞻性研究表明,血清睾丸激素水平低与各种心脏代谢危险因素和死亡率有关。但是,这些关联的因果性质是有争议的。我们研究了1882名年龄在20-79岁之间的男性,他们的血清睾丸激素浓度和基于纵向人群的《波美拉尼亚健康研究》的基因分型数据。睾丸激素浓度与心脏代谢风险因素在横截面相关,包括人体测量学,脂质,血压和血糖参数。在10年的随访中,预期的全因死亡率(277例死亡,14.7%)。为了克服在研究的睾丸激素-结果关联中的残留混杂,反向因果关系或回归稀释偏倚的问题,我们使用了两阶段最小二乘回归模型,该模型具有先前在SHBG基因(rs12150660)和X染色体(rs5934505)处鉴定的多态性,使用工具变量(IV)方法的遗传仪器,也称为孟德尔随机化。在标准回归分析中,睾丸激素与广泛的心脏代谢危险因素密切相关。在随后的IV分析中,未观察到这样的显着关联。同样,前瞻性分析显示,低睾丸激素浓度与全因死亡风险增加之间存在持续的相关性,这在随后的IV分析中并不明显。目前的孟德尔随机分析未发现任何证据表明睾丸激素浓度与心脏代谢危险因素和死亡率之间存在因果关系,这表明以前报道的这种联系可能主要是由于残留的混杂或反向因果关系造成的。尽管睾丸激素评估可能会改善风险预测,但实施睾丸激素替代疗法还需要进一步证据,证明双盲随机对照试验和大规模孟德尔随机荟萃分析对心脏代谢结果有直接影响。

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