He Liaoming, Tiemuerniyazi Xieraili, Yang Ziang, Huang Shengkang, Chen Lianxin, Nan Yifeng, Song Yangwu, Feng Wei
Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Eur J Prev Cardiol. 2024 Oct 14. doi: 10.1093/eurjpc/zwae336.
Although prior observational studies have suggested that patients with non-alcohol fatty liver disease (NAFLD) may have a higher risk of coronary artery calcification (CAC), these findings remain controversial. This study aimed to explore the causal association between NAFLD and CAC at genetic level by two-sample Mendelian randomization (MR) analysis.
Utilizing summary-level data from multiple large-scale genome-wide association studies (GWAS) in European populations, a two-sample MR analysis was initially conducted to explore the potential causal association between NAFLD and CAC. The results of the MR analysis were pooled through random-effect meta-analysis. The inverse variance weighting (IVW) method served as the primary approach for MR analysis. Additionally, the weighted median, MR-Egger and MR-pleiotropy residual sum and outlier (MR-PRESSO) methods was applied for sensitivity analysis. Summary-level data on liver fatty content was utilized for validation analysis, while summary-level data on cirrhosis served as positive control, further ensuring the validity and robustness of our findings. Reverse MR analysis was performed to assess the association between CAC and NAFLD, employing instrument variables derived from CAC.
The MR analysis indicated that genetically predicted NAFLD had no effects on the risk of CAC (Beta: 0.01, 95% CI: -0.02 to 0.03, P = 0.74). Likewise, the reverse MR analysis found no significant genetic association between CAC and NAFLD (OR: 1.00, 95% CI: 0.96 to 1.06, P = 0.88). Validation analysis yielded consistent results, showing no significant association between fatty liver content and CAC.
Our two-sample MR analysis did not support that there is a causal association between NAFLD and CAC at genetic level. The association between NAFLD and CAC reported in some previous observational studies may rely on NAFLD complicated with metabolic disorders, rather than being directly linked to the hepatic steatosis.
尽管先前的观察性研究表明,非酒精性脂肪性肝病(NAFLD)患者可能有更高的冠状动脉钙化(CAC)风险,但这些发现仍存在争议。本研究旨在通过两样本孟德尔随机化(MR)分析,在基因水平上探究NAFLD与CAC之间的因果关联。
利用欧洲人群中多个大规模全基因组关联研究(GWAS)的汇总数据,首先进行两样本MR分析,以探究NAFLD与CAC之间的潜在因果关联。通过随机效应荟萃分析汇总MR分析结果。逆方差加权(IVW)方法作为MR分析的主要方法。此外,加权中位数、MR-Egger和MR-多效性残差和离群值(MR-PRESSO)方法用于敏感性分析。利用肝脏脂肪含量的汇总数据进行验证分析,而肝硬化的汇总数据作为阳性对照,进一步确保我们研究结果的有效性和稳健性。进行反向MR分析,以评估CAC与NAFLD之间的关联,采用源自CAC的工具变量。
MR分析表明,基因预测的NAFLD对CAC风险无影响(β:0.01,95%CI:-0.02至0.03,P = 0.74)。同样,反向MR分析发现CAC与NAFLD之间无显著基因关联(OR:1.00,95%CI:0.96至1.06,P = 0.88)。验证分析得出一致结果,表明脂肪肝含量与CAC之间无显著关联。
我们的两样本MR分析不支持NAFLD与CAC在基因水平上存在因果关联。先前一些观察性研究报道的NAFLD与CAC之间的关联可能依赖于合并代谢紊乱的NAFLD,而非直接与肝脂肪变性相关。