Department of family medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, State Key Laboratory of Complex Severe and Rare Diseases (Peking Union Medical College Hospital), Beijing, China.
Division of General Internal Medicine, Department of medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, State Key Laboratory of Complex Severe and Rare Diseases (Peking Union Medical College Hospital), Beijing, China.
Front Endocrinol (Lausanne). 2022 Dec 13;13:1024675. doi: 10.3389/fendo.2022.1024675. eCollection 2022.
Previous observational studies have revealed the association between serum uric acid and 25-hydroxyvitamin D. However, the causality and the direction of the associations remain unknown. Thus, we performed a two-sample bidirectional Mendelian Randomization (MR) analysis to investigate the causal association between uric acid and 25-hydroxyvitamin D and to determine the direction of the association.
Based on the summary-level GWAS data from large genome-wide association studies, several steps were taken in our analysis to select eligible single-nucleotide polymorphisms (SNPs), which were strongly related to exposure as the instrumental variables. We used different analytical methods, such as inverse-variance weighting (IVW) method, weighted median, MR-Egger regression, and weighted mode method, to make our result more robust and reliable. The IVW method was used as the primary analysis. The Cochran's Q test, MR-Egger intercept test, MR-PRESSO method, and "leave-one-out" sensitivity analysis was performed to evaluate the heterogeneities, horizontal pleiotropy, and robustness of the results. MR analyses were also conducted using genetic risk scores (GRS) as instrumental variables in both directions by using the same summary-level GWAS data.
Our two-sample MR analysis suggested a causal association of genetically predicted uric acid on 25-hydroxyvitamin D [IVW method: β(SE), -0.0352(0.0149); = 0.0178], which suggested that a per mg/dl increase in uric acid was associated with a decrease of 0.74 nmol/L of 25-hydroxyvitamin D, and the above results remained stable in the sensitivity analysis. By contrast, four MR methods suggested no causal relationship of 25-hydroxyvitamin D on serum uric acid [IVW β(SE), 0.0139 (0.0635); = 0.826; MR-Egger β(SE), 0.0671 (0.108); = 0.537; weighted median β(SE), 0.0933 (0.0495); = 0.0598; weighted mode β(SE), 0.0562 (0.0463); = 0.228, respectively]. After excluding the SNPs, which were associated with confounding factors and outlier SNPs, the IVW method suggested that there was still no causal association of 25-hydroxyvitamin D on serum uric acid. The GRS approach showed similar results.
Serum uric acid may causally affect the 25-hydroxyvitamin D levels, whereas the causal role of 25-hydroxyvitamin D on uric acid was not supported in our MR analysis. Our findings suggest that increased levels of uric acid should prompt investigation for vitamin D deficiency.
先前的观察性研究揭示了血清尿酸与 25-羟维生素 D 之间的关联。然而,因果关系和关联的方向尚不清楚。因此,我们进行了两样本双向孟德尔随机化(MR)分析,以研究尿酸与 25-羟维生素 D 之间的因果关联,并确定关联的方向。
基于大型全基因组关联研究的汇总水平 GWAS 数据,我们在分析中采取了几个步骤来选择与暴露密切相关的合格单核苷酸多态性(SNP)作为工具变量。我们使用了不同的分析方法,如逆方差加权(IVW)法、加权中位数、MR-Egger 回归和加权模式法,以使我们的结果更加稳健和可靠。IVW 方法被用作主要分析。使用 Cochran's Q 检验、MR-Egger 截距检验、MR-PRESSO 方法和“逐个排除”敏感性分析来评估结果的异质性、水平多效性和稳健性。还使用相同的汇总水平 GWAS 数据,通过使用遗传风险评分(GRS)作为工具变量,在两个方向上进行了 MR 分析。
我们的两样本 MR 分析表明,遗传预测的尿酸与 25-羟维生素 D 之间存在因果关系[IVW 方法:β(SE),-0.0352(0.0149);= 0.0178],这表明尿酸每增加 1mg/dL,25-羟维生素 D 就会减少 0.74nmol/L,敏感性分析结果仍然稳定。相比之下,四种 MR 方法均表明 25-羟维生素 D 与血清尿酸之间不存在因果关系[IVW β(SE),0.0139(0.0635);= 0.826;MR-Egger β(SE),0.0671(0.108);= 0.537;加权中位数β(SE),0.0933(0.0495);= 0.0598;加权模式β(SE),0.0562(0.0463);= 0.228,分别]。在排除与混杂因素和异常 SNP 相关的 SNP 后,IVW 方法仍表明 25-羟维生素 D 与血清尿酸之间不存在因果关系。GRS 方法也显示出类似的结果。
血清尿酸可能会因果性地影响 25-羟维生素 D 水平,而 25-羟维生素 D 对尿酸的因果作用在我们的 MR 分析中并未得到支持。我们的研究结果表明,尿酸水平升高应促使对维生素 D 缺乏症进行调查。