Department of Medicine, LKS Faculty of Medicine, Queen Mary Hospital, The University of Hong Kong, Pokfulam, Hong Kong, China.
Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden.
Sci Rep. 2020 Oct 15;10(1):17475. doi: 10.1038/s41598-020-74657-x.
Observational studies have found associations between urinary sodium (UNa) with obesity, body shape and composition; but the findings may be biased by residual confounding. The objective of this two-sample Mendelian randomization (MR) study was to analyze their causal associations in both sex-combined and sex-specific models. Genome-wide association studies of UNa, body mass index (BMI), BMI-adjusted waist-to-hip ratio (WHR), body fat (BF) percentage and estimated glomerular filtration rate (eGFR) were identified. We initially extracted fifty SNPs associated with UNa at significance level of 5 × 10, but further removed those SNPs with potential horizontal pleiotropy. Univariable and multivariable MR with adjustment for eGFR were performed. Inverse-variance weighted MR was performed as the primary analysis, with MR-Egger methods as sensitivity analysis. The potential bidirectional association between BMI and UNa was investigated. All exposure and outcomes were continuous, and the effect measure was regression coefficients (beta) and their 95% confidence intervals (95% CI). The total sample size was up to 322 154. UNa was causally associated with increased BMI in both men [eGFR-adjusted beta 0.443 (0.163-0.724)] and women [0.594 (0.333-0.855)]. UNa caused BF percentage increase in men [0.622 (0.268-0.976)] and women [0.334 (0.007-0.662)]. UNa significantly elevated BMI-adjusted WHR in men [0.321 (0.094-0.548)], but not in women [0.170 (- 0.052 to 0.391)]. Additionally, we found that BMI causally increased UNa [0.043 (0.023-0.063)]. UNa increased BMI and BF percentage. Salt intake affects male body shape by increasing BMI-adjusted WHR, but showed no effects on female body shape. The bidirectional association between BMI and UNa suggested that salt reduction measures and weight reduction measures should be implemented simultaneously to break the vicious cycle and gain more health benefits.
观察性研究发现,尿钠(UNa)与肥胖、体型和组成之间存在关联;但这些发现可能因残留混杂因素而存在偏差。本项两样本孟德尔随机化(MR)研究旨在分析男女混合和性别特异性模型中的因果关联。确定了 UNa、体重指数(BMI)、BMI 调整后的腰臀比(WHR)、体脂肪(BF)百分比和估计肾小球滤过率(eGFR)的全基因组关联研究。我们最初提取了与 UNa 相关的五十个 SNP,其显著性水平为 5×10,但进一步去除了那些具有潜在水平多效性的 SNP。对 UNa 进行了单变量和多变量 MR 分析,并对 eGFR 进行了调整。作为主要分析,采用逆方差加权 MR 方法,采用 MR-Egger 方法作为敏感性分析。研究了 BMI 和 UNa 之间潜在的双向关联。所有暴露和结局均为连续变量,效应量为回归系数(β)及其 95%置信区间(95%CI)。总样本量高达 322154 人。UNa 与男性(eGFR 调整后β为 0.443[0.163-0.724])和女性(0.594[0.333-0.855])BMI 升高呈因果关系。UNa 导致男性 BF 百分比升高(0.622[0.268-0.976])和女性 BF 百分比升高(0.334[0.007-0.662])。UNa 显著升高男性 BMI 调整后的 WHR(0.321[0.094-0.548]),但对女性无影响(0.170[-0.052-0.391])。此外,我们发现 BMI 可使 UNa 升高 0.043[0.023-0.063]。UNa 升高 BMI 和 BF 百分比。盐摄入量通过增加 BMI 调整后的 WHR 影响男性体型,但对女性体型没有影响。BMI 和 UNa 之间的双向关联表明,应同时实施减少盐和减轻体重的措施,以打破恶性循环,获得更多健康益处。