Zhang Lili, Li Yuming, Li Ying
Department of Ultrasonography, The First Hospital of Jilin University, 1 Xinmin Street, Changchun, 130021, Jilin, People's Republic of China.
Department of Advanced Mathematics, Basic Department, Jilin College of Commerce and Industry, No. 1666, Kalun Lake Street, Jiutai Economic Development Zone, Changchun, 130021, Jilin, People's Republic of China.
Sci Rep. 2025 Apr 14;15(1):12768. doi: 10.1038/s41598-025-95100-z.
Observational studies have found that HMGCR inhibitors can be used to treat chronic viral hepatitis. In this study, to explore the potential mechanism of HMGCR inhibitors in treating Chronic hepatitis B (CHB), two-sample and two-step Mendelian randomization (MR) were used to investigate the causal relationship between HMGCR inhibitors and the mediating role of circulating metabolites. GWAS data of expression quantitative trait loci eQTLs of HMGCR inhibitors, 168 circulating metabolites, CHB, and myocardial infarction were obtained from the IEUOpenGWAS project. Random effects inverse-variance weighted (IVW) was the main causal analysis method, and the MR-Egger regression method was used as a supplementary analysis method. Cochran's Q test and I statistic were used to determine the heterogeneity of SNPs. The intercept terms of the MR-Egger method and MR-PRESSO were used for pleiotropy analysis, and leave-one-out was used for sensitivity analysis. Mediation effect analysis was used to evaluate the mediating role of the circulating metabolites. Genetic variations in the drug target genes of HMGCR inhibitors were associated with a reduced risk of chronic hepatitis B and myocardial infarction (P < 0.05). Eight circulating metabolites had a significant causal relationship with HMGCR inhibitors and CHB. After further calculation of the mediation effect, citrate was used as a mediating variable between HMGCR inhibitors and CHB, with a mediation effect of - 0.015 and a mediation ratio of 9.769%. HMGCR inhibitors can significantly reduce the risk of CHB, and the circulating metabolite citrate may mediate this association. However, this study has certain limitations. The short-term effects of HMGCR inhibitors on CHB could not be assessed, and partial overlap between the GWAS data for HMGCR inhibitors and circulating metabolites may introduce bias in estimating causal effects.
观察性研究发现,HMGCR抑制剂可用于治疗慢性病毒性肝炎。在本研究中,为探讨HMGCR抑制剂治疗慢性乙型肝炎(CHB)的潜在机制,采用两样本两步孟德尔随机化(MR)方法研究HMGCR抑制剂与循环代谢物介导作用之间的因果关系。从IEU OpenGWAS项目获取HMGCR抑制剂、168种循环代谢物、CHB和心肌梗死的表达数量性状位点(eQTL)的全基因组关联研究(GWAS)数据。随机效应逆方差加权(IVW)是主要的因果分析方法,MR-Egger回归方法用作补充分析方法。采用Cochran's Q检验和I统计量确定单核苷酸多态性(SNP)的异质性。利用MR-Egger方法和MR-PRESSO的截距项进行多效性分析,采用留一法进行敏感性分析。采用中介效应分析评估循环代谢物的介导作用。HMGCR抑制剂药物靶基因的遗传变异与慢性乙型肝炎和心肌梗死风险降低相关(P < 0.05)。八种循环代谢物与HMGCR抑制剂和CHB存在显著因果关系。进一步计算中介效应后,柠檬酸作为HMGCR抑制剂和CHB之间的中介变量,中介效应为-0.015,中介比例为9.769%。HMGCR抑制剂可显著降低CHB风险,循环代谢物柠檬酸可能介导这种关联。然而,本研究存在一定局限性。无法评估HMGCR抑制剂对CHB的短期影响,HMGCR抑制剂与循环代谢物的GWAS数据部分重叠可能会在估计因果效应时引入偏差。