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弥合差距:探索二甲双胍与肿瘤之间的因果关系。

Bridging the gap: exploring the causal relationship between metformin and tumors.

作者信息

Zhang Zexin, Wu Wenfeng, Wu Zexia, He Yihan, Chang Xuesong, Deng Shenyuan, Zhou Rui, Chen Yadong, Zhang Haibo

机构信息

The Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China.

The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.

出版信息

Front Genet. 2024 Jun 19;15:1397390. doi: 10.3389/fgene.2024.1397390. eCollection 2024.

Abstract

OBJECTIVE

Numerous studies have reported that metformin can reduce the risk of tumor development. However, some of the results of these studies are conflicting, necessitating a more reliable evaluation.

METHODS

We conducted a Mendelian randomization phenome-wide association study (MR-PheWAS) of tumors to explore the causal relationship between metformin and tumors. Two cohorts of patients taking metformin were obtained from the UK Biobank. Complete phenotype data of the tumors were obtained from FinnGen_R10. We elucidated the causal relationship using a two-sample Mendelian randomization (MR) analysis. More importantly, we conducted a meta-analysis to ensure relatively unbiased results. In the MR analysis, we used the inverse-variance weighted (IVW) method as the main outcome indicator. Subsequently, two cohorts were integrated for the meta-analysis. Finally, we investigated the mechanisms through mediational MR analysis.

RESULTS

MR analysis revealed that metformin might have a causal relationship with 13 tumor-associated phenotypes in the training cohort. Four phenotypes were validated in the testing cohort. In the training and testing cohorts, metformin exhibited a protective effect against brain meningiomas and malignant neoplasms of the breast (HER-positive), oral cavity, tonsils, and the base of the tongue. Intriguingly, after integrating the results of the two cohorts for the meta-analysis, 12 results were statistically significant. Mediational MR analysis suggested that the effects of metformin on brain meningiomas may be weakened by the presence of the family Oxalobacteraceae.

CONCLUSION

Metformin exhibits potential preventive and therapeutic effects on four types of tumors: brain meningioma, malignant neoplasms of the breast (HER-positive), oral cavity and tonsils, and the base of the tongue. Large randomized controlled trials are required to confirm these findings.

摘要

目的

众多研究报告称二甲双胍可降低肿瘤发生风险。然而,这些研究的一些结果相互矛盾,需要更可靠的评估。

方法

我们对肿瘤进行了孟德尔随机化全表型关联研究(MR-PheWAS),以探讨二甲双胍与肿瘤之间的因果关系。从英国生物银行获取了两组服用二甲双胍的患者队列。肿瘤的完整表型数据来自芬兰基因库R10。我们使用两样本孟德尔随机化(MR)分析阐明因果关系。更重要的是,我们进行了荟萃分析以确保结果相对无偏倚。在MR分析中,我们使用逆方差加权(IVW)方法作为主要结果指标。随后,将两个队列整合进行荟萃分析。最后,我们通过中介MR分析研究其机制。

结果

MR分析显示,在训练队列中,二甲双胍可能与13种肿瘤相关表型存在因果关系。在测试队列中验证了4种表型。在训练和测试队列中,二甲双胍对脑脑膜瘤以及乳腺(HER阳性)、口腔、扁桃体和舌根的恶性肿瘤具有保护作用。有趣的是,在将两个队列的结果整合进行荟萃分析后,12个结果具有统计学意义。中介MR分析表明,草酸杆菌科的存在可能会削弱二甲双胍对脑脑膜瘤的影响。

结论

二甲双胍对四种类型的肿瘤具有潜在的预防和治疗作用:脑脑膜瘤、乳腺(HER阳性)、口腔和扁桃体以及舌根的恶性肿瘤。需要大型随机对照试验来证实这些发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/01d4/11220117/1258b25f17b9/fgene-15-1397390-g001.jpg

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