Zhang Chao, Huang Dao Lai, Zhou Kun, Cai Jin Tao, Liu Dang, Tan Ming Hao, Zhu Guan Yu, Wu Xiang Hua
Guangxi Medical University, Nanning, 530021, Guangxi, China.
Guangxi Key Laboratory of Enhanced Recovery After Surgery for Gastrointestinal Cancer, Nanning, 530021, Guangxi, China.
BMC Gastroenterol. 2024 Dec 30;24(1):478. doi: 10.1186/s12876-024-03576-2.
Gastric cancer (GC) remains one of the predominant malignant tumors within the digestive tract, yet its underlying biological mechanisms remain elusive. The primary objective of this study is to delineate the causal relationship between circulating metabolites and GC.
The primary Mendelian randomization (MR) analysis was based on three large GWAS datasets. While the inverse variance weighted served as the primary analysis technique for investigating causal relationships, additional sensitivity analyses were facilitated through methods such as MR-PRESSO, the weighted median, and MR-Egger. Subsequently, replication, meta-analysis, and multivariable MR were executed using another GC GWAS.
The results of this study indicated significant associations between three metabolites 3-methyl-2-oxovalerate (OR 5.8, 95%CI: 1.53-22.05, p = 0.0099), piperine (OR 2.05, 95%CI: 1.13-3.7, p = 0.0175), Phe-Phe dipeptide (OR 0.16, 95%CI: 0.03-0.93, p = 0.0409) and GC.
The present study provides evidence supporting a causal relationship between these three circulating metabolites and GC risk. Elevated levels of 3-methyl-2-oxovalerate and piperine may increase the risk of GC, while Phe-Phe dipeptide may have a protective effect. By integrating genomics and metabolomics, we offer a novel perspective on the biological mechanisms underlying GC. Such insights have the potential to enhance strategies for the screening, prevention, and treatment of GC.
胃癌(GC)仍然是消化道主要的恶性肿瘤之一,但其潜在的生物学机制仍不清楚。本研究的主要目的是阐明循环代谢物与胃癌之间的因果关系。
主要的孟德尔随机化(MR)分析基于三个大型全基因组关联研究(GWAS)数据集。虽然逆方差加权法作为研究因果关系的主要分析技术,但通过MR-PRESSO、加权中位数和MR-Egger等方法进行了额外的敏感性分析。随后,使用另一个胃癌GWAS进行了重复、荟萃分析和多变量MR分析。
本研究结果表明,三种代谢物3-甲基-2-氧代戊酸(比值比5.8,95%置信区间:1.53-22.05,p = 0.0099)、胡椒碱(比值比2.05,95%置信区间:1.13-3.7,p = 0.0175)、苯丙氨酰-苯丙氨酸二肽(比值比0.16,95%置信区间:0.03-0.93,p = 0.0409)与胃癌之间存在显著关联。
本研究提供了证据支持这三种循环代谢物与胃癌风险之间的因果关系。3-甲基-2-氧代戊酸和胡椒碱水平升高可能会增加患胃癌的风险,而苯丙氨酰-苯丙氨酸二肽可能具有保护作用。通过整合基因组学和代谢组学,我们为胃癌潜在的生物学机制提供了新的视角。这些见解有可能加强胃癌的筛查、预防和治疗策略。