Wei Fa-Ye, He Qi-Huan, Yin Bin-Tong, Zhao Jia-Wen, Zhao Yu-Tong, Wei Zheng-Shu, Li Yu-Jian, Liang Hai-Qi, Qin Min, Cheng Ji-Wen
Urology Surgery, First Affiliated Hospital, Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, China.
Guangxi Medical University, 22 Shuangyong Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, China.
Discov Oncol. 2025 May 23;16(1):877. doi: 10.1007/s12672-025-02618-9.
Dysbiosis of the gut microbiota (GM) has been reported to be associated with cancers, including bladder cancer (BLCA). However, the specific causal relationship between GM and BLCA, as well as the mediating role of circulating metabolic biomarkers (CMBs), has remained unclear. Therefore, we aimed to elucidate the causal relationship among GM, CMBs, and BLCA, through a mendelian randomization (MR) approach.
The summary statistics of 473 GM (n = 5959) and 233 CMBs (n = 136,016) from the NHGRI-EBI GWAS Catalog, and BLCA (cases n = 2053 and controls n = 287,137) from the FinnGen study were leveraged for our research. Bidirectional MR analysis was conducted to investigate the causal link between GM and BLCA, and two-step MR (TSMR) was employed to identified potential mediating CMBs. The inverse-variance weighted (IVW) was primarily utilized for effect estimation. Additionally, the Cochrane's Q test was used to evaluate heterogeneity, and the MR-Egger method was employed to evaluate pleiotropy.
The study revealed that 15 GM and 12 CMBs were causally associated with BLCA (p < 0.05). Specially, dorea was found to significantly increase the risk of developing BLCA (OR = 2.20, 95% CI: 1.29-3.75). Furthermore, TSMR analysis indicated that total cholesterol levels in small HDL and cholesterol esters in small HDL mediate the causal relationship between dorea and BLCA, with mediated proportions of 2.46% and 2.14%, respectively.
The findings of this study provide compelling evidence supporting the mediating role of CMBs in the causal relationship on GM and BLCA.
据报道,肠道微生物群(GM)失调与包括膀胱癌(BLCA)在内的多种癌症有关。然而,GM与BLCA之间的具体因果关系以及循环代谢生物标志物(CMB)的中介作用仍不清楚。因此,我们旨在通过孟德尔随机化(MR)方法阐明GM、CMB和BLCA之间的因果关系。
利用来自NHGRI-EBI GWAS目录的473个GM(n = 5959)和233个CMB(n = 136,016)的汇总统计数据,以及来自芬兰基因研究的BLCA(病例n = 2053,对照n = 287,137)进行我们的研究。进行双向MR分析以研究GM与BLCA之间的因果联系,并采用两步MR(TSMR)来确定潜在的中介CMB。主要使用逆方差加权(IVW)进行效应估计。此外,使用Cochrane's Q检验评估异质性,并采用MR-Egger方法评估多效性。
研究表明,15个GM和12个CMB与BLCA存在因果关系(p < 0.05)。特别地,发现多雷亚显著增加患BLCA的风险(OR = 2.20,95% CI:1.29 - 3.75)。此外,TSMR分析表明,小高密度脂蛋白中的总胆固醇水平和小高密度脂蛋白中的胆固醇酯介导了多雷亚与BLCA之间的因果关系,介导比例分别为2.46%和2.14%。
本研究结果提供了有力证据,支持CMB在GM与BLCA因果关系中的中介作用。