Liang Ying, Luo Shan, Schooling C Mary, Au Yeung Shiu Lun
LKS Faculty of Medicine, School of Public Health, The University of Hong Kong, Hong Kong, China.
School of Public Health and Health Policy, City University of New York, New York, NY, United States.
Front Genet. 2021 Jul 23;12:699455. doi: 10.3389/fgene.2021.699455. eCollection 2021.
Fibroblast growth factor 23 (FGF23), a potential biomarker for kidney function, is related to cardiovascular disease (CVD) and diabetes, although it is unclear whether the relation is causal. This study evaluated the associations of genetically predicted FGF23 with major CVDs, their risk factors, kidney function, and longevity using Mendelian randomization (MR).
This is a two-sample MR study using summary statistics from large genome-wide association studies. Primary outcomes included coronary artery disease (CAD), myocardial infarction, heart failure, and atrial fibrillation. Secondary outcomes included cardiovascular risk factors, kidney function, and longevity. We used four single-nucleotide polymorphisms (SNPs) predicting FGF23, excluding rs2769071 in the gene, which likely violates the MR exclusion-restriction assumption. We used inverse-variance weighted (IVW) as the primary statistical method to assess associations of FGF23 with the outcomes. Sensitivity analyses included weighted median (WM) and MR-Egger. We repeated the analyses including all five SNPs. Last, we validated the positive findings from the main analyses in a smaller study, i.e., FinnGen.
Using IVW, genetically predicted higher FGF23 was inversely associated with risk of CAD [odds ratio (OR): 0.69 per logtransformed FGF23 (pg/ml) increase, 95% confidence interval (CI): 0.52-0.91] and type 2 diabetes mellitus (T2DM) (OR: 0.70, 95% CI: 0.52-0.96), but not with the other outcomes. The WM and MR-Egger estimates were directionally consistent.
This study suggests that genetically predicted higher FGF23 may be protective against CAD and T2DM. Future studies should explore the underlying mechanisms related to the potential protective effect of FGF23. FGF23 was unlikely a cause of poorer renal function.
成纤维细胞生长因子23(FGF23)是一种潜在的肾功能生物标志物,与心血管疾病(CVD)和糖尿病有关,尽管这种关系是否为因果关系尚不清楚。本研究使用孟德尔随机化(MR)方法评估了基因预测的FGF23与主要心血管疾病、其危险因素、肾功能和寿命之间的关联。
这是一项两样本MR研究,使用了来自大型全基因组关联研究的汇总统计数据。主要结局包括冠状动脉疾病(CAD)、心肌梗死、心力衰竭和心房颤动。次要结局包括心血管危险因素、肾功能和寿命。我们使用了四个预测FGF23的单核苷酸多态性(SNP),排除了基因中的rs2769071,因为它可能违反了MR排除限制假设。我们使用逆方差加权(IVW)作为主要统计方法来评估FGF23与结局之间的关联。敏感性分析包括加权中位数(WM)和MR-Egger。我们重复了包括所有五个SNP的分析。最后,我们在一个较小的研究即芬兰基因研究(FinnGen)中验证了主要分析的阳性结果。
使用IVW方法,基因预测的较高FGF23与CAD风险呈负相关[每log转换的FGF23(pg/ml)增加的比值比(OR):0.69,95%置信区间(CI):0.52-0.91]和2型糖尿病(T2DM)(OR:0.70,95%CI:0.52-0.96),但与其他结局无关。WM和MR-Egger估计在方向上是一致的。
本研究表明,基因预测的较高FGF23可能对CAD和T2DM具有保护作用。未来的研究应探索与FGF23潜在保护作用相关的潜在机制。FGF23不太可能是肾功能较差的原因。