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剖析肠道微生物群、血浆代谢物与膀胱癌之间的因果关系:一项两步孟德尔随机化研究

Dissecting Causal Relationships Between Gut Microbiota, Plasma Metabolites and Bladder Cancer: A Two-Step Mendelian Randomization Study.

作者信息

Che Kai, Qian Dong, Cui Shuxia, Xie Fei

机构信息

Department of Urology The Affiliated Hospital of Qingdao University Qingdao China.

Department of Clinical Medicine Qingdao university Qingdao China.

出版信息

Health Sci Rep. 2025 Sep 9;8(9):e71206. doi: 10.1002/hsr2.71206. eCollection 2025 Sep.

Abstract

BACKGROUND AND AIMS

Previous studies have shown that gut microbiota is associated with bladder cancer. However, the causal relationships and potential mediating factors between the gut microbiota (GM) and bladder cancer (BCa) have not been well defined.

METHODS

To investigate this, we utilized summary statistics from genome-wide association studies of gut microbiota (Dutch Microbiome Project,  = 7738), plasma metabolites (Canadian Longitudinal Study of Aging follows,  = 8096), and BCa (FinnGen Biobank R9, 2053 cases and 287,137 controls). We then conducted bidirectional Mendelian randomization (MR) analyses to explore the causal relationships between GM and BCa, and employed a two-step MR approach to identify potential mediating metabolites.

RESULTS

Our study revealed that three taxa, Species Bacteroides dorei, Genus Streptococcus Species and Bacteroides salyersiae, were associated with BCa, while no association was found between BCa on these three taxa. Additionally, we identified 5 plasma metabolites that were simultaneously associated with BCa and the above three taxa. Mediation analysis showed that the associations between Species Bacteroides salyersiae and BCa were mediated by N-methylproline and X-19299, accounting for 11.6% and 28.56% of the total effect, respectively. Furthermore, Species Bacteroides dorei, Genus Streptococcus Species and Bacteroides salyersiae potentially affected BCa through 2,3-dihydroxypyridine, N-palmitoyl-sphinganine and N-methylproline, respectively.

CONCLUSIONS

Overall, our study dissected the causal relationships between GM and BCa, potentially mediated by plasma metabolites. Our study identified potential targets for treatment of bladder cancer.

摘要

背景与目的

既往研究表明肠道微生物群与膀胱癌有关。然而,肠道微生物群(GM)与膀胱癌(BCa)之间的因果关系及潜在中介因素尚未明确。

方法

为研究此问题,我们利用了来自肠道微生物群全基因组关联研究(荷兰微生物组计划,n = 7738)、血浆代谢物(加拿大老龄化纵向研究,n = 8096)和膀胱癌(芬兰基因生物银行R9,2053例病例和287,137例对照)的汇总统计数据。然后我们进行了双向孟德尔随机化(MR)分析以探索GM与BCa之间的因果关系,并采用两步MR方法识别潜在的中介代谢物。

结果

我们的研究表明,多雷拟杆菌、链球菌属物种和萨氏拟杆菌这三个分类群与BCa相关,而BCa与这三个分类群之间未发现关联。此外,我们鉴定出5种血浆代谢物,它们同时与BCa和上述三个分类群相关。中介分析表明,萨氏拟杆菌与BCa之间的关联由N - 甲基脯氨酸和X - 19299介导,分别占总效应的11.6%和28.56%。此外,多雷拟杆菌、链球菌属物种和萨氏拟杆菌可能分别通过2,3 - 二羟基吡啶、N - 棕榈酰鞘氨醇和N - 甲基脯氨酸影响BCa。

结论

总体而言,我们的研究剖析了GM与BCa之间的因果关系,可能由血浆代谢物介导。我们的研究确定了膀胱癌治疗的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec84/12420358/9896f0b71b87/HSR2-8-e71206-g001.jpg

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