Causal relationship between serum metabolites and hepatocellular carcinoma: a Mendelian randomization study
10.3760/cma.j.cn113884-20240731-00233
- VernacularTitle:血清代谢物与肝细胞癌之间的因果关系：孟德尔随机化研究
- Author:
Jingrui CHEN
1
;
Shaowen LIU
;
Yuliang ZHANG
;
Jin ZHOU
;
Baoqun LIU
;
Zilin CUI
Author Information
1. 天津医科大学一中心临床学院，天津 300192
- Publication Type:Journal Article
- Keywords:
Carcinoma, hepatocellular;
Metabolites;
Mendelian randomization;
Causal relationship
- From:
Chinese Journal of Hepatobiliary Surgery
2024;30(12):903-907
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To elucidate the causal relationship between serum metabolites and hepatocellular carcinoma (HCC) by the Mendelian randomization.Methods:The serum metabolite genome-wide association study (GWAS) data from the Metabolomics GWAS server was selected as the exposure group. The study sample includes 7 824 adults from two European population studies. The GWAS data of HCC was obtained from the IEU Open GWAS project as the outcome group, including a total sample of 197 611 cases, to evaluate the relationship between 486 serum metabolites and HCC. The inverse variance weighting method (IVW) was used as the primary analysis method. Supplementary analysis methods included MR-Egger, weighted median, simple mode, and weighted mode. Sensitivity analyses were conducted using Cochran's Q test, MR-Egger intercept test, leave-one-out analysis, and MR-PRESSO. Reverse MR and MR-Steiger tests were employed to exclude the influence of reverse causality. Metabolomic pathway analysis was performed using MetaboAnalyst 5.0. Results:The MR results finally identified six metabolites with potential causal relationships with HCC: mannose ( OR=0.38, 95% CI: 0.16-0.92, P=0.032), γ-glutamyltyrosine ( OR=3.34, 95% CI: 1.14-9.83, P=0.028), glycerol-3-phosphate ( OR=0.17, 95% CI: 0.04-0.70, P=0.014), 2-linoleoylglycerophosphocholine ( OR=0.33, 95% CI: 0.13-0.98, P=0.028), 1-stearoylglycerophosphoethanolamine ( OR=2.44, 95% CI: 1.05-5.65, P=0.038), and palmitoyl sphingomyelin ( OR=5.62, 95% CI: 1.56-20.18, P=0.008). Sensitivity analyses for the six metabolites showed robustness, with no abnormal variables in the heterogeneity tests, and no evidence of genetic pleio-tropy was observed. Both reverse MR and Steiger tests did not support the existence of reverse causality between the metabolites and HCC. Metabolic pathway analysis indicated that ether lipid metabolism is closely related to the occurrence of HCC ( P=0.002). Conclusion:Six serum metabolites (mannose, γ-glutamyltyrosine, glycerol-3-phosphate, 2-linoleoylglycerophosphocholine, 1-stearoylglycerophosphoethanolamine, and palmitoyl sphingomyelin) have causal relationships with HCC.
