Evaluating the causal relationship between human blood metabolites and gastroesophageal reflux disease

格尔德 医学 孟德尔随机化 代谢组学 人口 内科学 全基因组关联研究 疾病 邦费罗尼校正 生物信息学 胃肠病学 单核苷酸多态性 回流 遗传学 生物 基因型 统计 基因 遗传变异 环境卫生 数学
作者
Jiayan Hu,Mi Lv,Kunli Zhang,X.Y. Qiao,Yuxi Wang,Fengyun Wang
出处
期刊:World Journal of Gastrointestinal Oncology [Baishideng Publishing Group Co (World Journal of Gastrointestinal Oncology)]
卷期号:15 (12): 2169-2184
标识
DOI:10.4251/wjgo.v15.i12.2169
摘要

BACKGROUND Gastroesophageal reflux disease (GERD) affects approximately 13% of the global population. However, the pathogenesis of GERD has not been fully elucidated. The development of metabolomics as a branch of systems biology in recent years has opened up new avenues for the investigation of disease processes. As a powerful statistical tool, Mendelian randomization (MR) is widely used to explore the causal relationship between exposure and outcome. AIM To analyze of the relationship between 486 blood metabolites and GERD. METHODS Two-sample MR analysis was used to assess the causal relationship between blood metabolites and GERD. A genome-wide association study (GWAS) of 486 metabolites was the exposure, and two different GWAS datasets of GERD were used as endpoints for the base analysis and replication and meta-analysis. Bonferroni correction is used to determine causal correlation features (P < 1.03 × 10-4). The results were subjected to sensitivity analysis to assess heterogeneity and pleiotropy. Using the MR Steiger filtration method to detect whether there is a reverse causal relationship between metabolites and GERD. In addition, metabolic pathway analysis was conducted using the online database based MetaboAnalyst 5.0 software. RESULTS In MR analysis, four blood metabolites are negatively correlated with GERD: Levulinate (4-oxovalerate), stearate (18:0), adrenate (22:4n6) and p-acetamidophenylglucuronide. However, we also found a positive correlation between four blood metabolites and GERD: Kynurenine, 1-linoleoylglycerophosphoethanolamine, butyrylcarnitine and guanosine. And bonferroni correction showed that butyrylcarnitine (odd ratio 1.10, 95% confidence interval: 1.05-1.16, P = 7.71 × 10-5) was the most reliable causal metabolite. In addition, one significant pathways, the “glycerophospholipid metabolism” pathway, can be involved in the pathogenesis of GERD. CONCLUSION Our study found through the integration of genomics and metabolomics that butyrylcarnitine may be a potential biomarker for GERD, which will help further elucidate the pathogenesis of GERD and better guide its treatment. At the same time, this also contributes to early screening and prevention of GERD. However, the results of this study require further confirmation from both basic and clinical real-world studies.

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