National Heart and Lung Institute (NHLI), Imperial College London, London, UK
Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland.
Thorax. 2024 May 20;79(6):564-572. doi: 10.1136/thorax-2023-220374.
Observational studies suggest that total testosterone (TT) and sex hormone-binding globulin (SHBG) may have beneficial effects on lung function, but these findings might be spurious due to confounding and reverse causation. We addressed these limitations by using multivariable Mendelian randomisation (MVMR) to investigate the independent causal effects of TT and SHBG on lung function.
We first identified genetic instruments by performing genome-wide association analyses of TT and SHBG in the large UK Biobank, separately in males and females. We then assessed the independent effects of TT and SHBG on forced expiratory volume in 1 s (FEV), forced vital capacity (FVC) and FEV/FVC using one-sample MVMR. We addressed pleiotropy, which could bias MVMR, using several methods that account for it. We performed subgroup MVMR analyses by obesity, physical activity and menopausal status, and assessed associations between TT and SHBG with lung function decline. Finally, we compared the MVMR results with those of observational analyses in the UK Biobank.
In the MVMR analyses, there was evidence of pleiotropy, but results were consistent when accounting for it. We found a strong beneficial effect of TT on FVC and FEV in both males and females, but a moderate detrimental effect of SHBG on FEV and FEV/FVC in males only. Subgroup analyses suggested stronger effects of TT among obese and older males. The observational analyses, in line with previous studies, agreed with MRMV for TT, but not for SHBG.
These findings suggest that testosterone improves lung function in males and females, while SHBG has an opposite independent effect in males.
观察性研究表明,总睾酮(TT)和性激素结合球蛋白(SHBG)可能对肺功能有益,但这些发现可能由于混杂和反向因果关系而出现偏差。我们通过使用多变量孟德尔随机化(MVMR)来研究 TT 和 SHBG 对肺功能的独立因果影响,从而解决了这些限制。
我们首先通过在 UK Biobank 中分别对男性和女性进行 TT 和 SHBG 的全基因组关联分析来确定遗传工具。然后,我们使用单样本 MVMR 评估 TT 和 SHBG 对 1 秒用力呼气量(FEV)、用力肺活量(FVC)和 FEV/FVC 的独立影响。我们使用几种方法来解决可能会使 MVMR 产生偏差的多效性问题,并对其进行了评估。我们进行了亚组 MVMR 分析,按肥胖、体力活动和绝经状态进行分析,并评估了 TT 和 SHBG 与肺功能下降之间的关联。最后,我们将 MVMR 结果与 UK Biobank 中的观察性分析结果进行了比较。
在 MVMR 分析中,存在多效性的证据,但在考虑到这一点时,结果是一致的。我们发现 TT 对男性和女性的 FVC 和 FEV 都有很强的有益影响,但仅在男性中,SHBG 对 FEV 和 FEV/FVC 有中等的不利影响。亚组分析表明,肥胖和老年男性的 TT 作用更强。与之前的研究一致,观察性分析结果与 MRMV 对 TT 的结果一致,但与 SHBG 不一致。
这些发现表明,睾酮可改善男性和女性的肺功能,而 SHBG 对男性的肺功能则有相反的独立影响。