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肠道微生物群与五种常见癌症的风险:单变量和多变量孟德尔随机化研究。

Gut microbiota and risk of five common cancers: A univariable and multivariable Mendelian randomization study.

机构信息

Department of Pulmonary and Critical Care Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China.

Department of Neurology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, China.

出版信息

Cancer Med. 2023 May;12(9):10393-10405. doi: 10.1002/cam4.5772. Epub 2023 Mar 7.

Abstract

BACKGROUND

Previous studies have linked gut microbiota with cancer etiology, but the associations for specific gut microbiota are causal or owing to bias remain to be elucidated.

METHODS

We performed a two-sample Mendelian randomization (MR) analysis to assess the causal effect of gut microbiota on cancer risk. Five common cancers, including breast, endometrial, lung, ovarian, and prostate cancer as well as their subtypes (sample sizes ranging from 27,209 to 228,951) were included as the outcomes. Genetic information for gut microbiota was obtained from a genome-wide association study (GWAS) comprising 18,340 participants. In univariable MR (UVMR) analysis, the inverse variance weighted (IVW) method was conducted as the primary method, with the robust adjusted profile scores, weighted median, and MR Egger used as supplementary methods for causal inference. Sensitivity analyses including the Cochran Q test, Egger intercept test, and leave-one-out analysis were performed to verify the robustness of the MR results. Multivariable MR (MVMR) was performed to evaluate the direct causal effects of gut microbiota on the risk of cancers.

RESULTS

UVMR detected a higher abundance of genus Sellimonas predicted a higher risk of estrogen receptor-positive breast cancer (OR = 1.09, 95% CI 1.05-1.14, p = 2.01 × 10 ), and a higher abundance of class Alphaproteobacteria was associated with a lower risk of prostate cancer (OR = 0.84, 95% CI 0.75-0.93, p = 1.11 × 10 ). Sensitivity analysis found little evidence of bias in the current study. MVMR further confirmed that genus Sellimonas exerted a direct effect on breast cancer, while the effect of class Alphaproteobacteria on prostate cancer was driven by the common risk factors of prostate cancer.

CONCLUSION

Our study implies the involvement of gut microbiota in cancer development, which provides a novel potential target for cancer screening and prevention, and might have an implication for future functional analysis.

摘要

背景

先前的研究将肠道微生物群与癌症病因联系起来,但特定肠道微生物群的关联是因果关系还是由于偏倚仍有待阐明。

方法

我们进行了两样本孟德尔随机化(MR)分析,以评估肠道微生物群对癌症风险的因果效应。五种常见癌症,包括乳腺癌、子宫内膜癌、肺癌、卵巢癌和前列腺癌以及它们的亚型(样本量范围从 27209 到 228951)被作为结果纳入。肠道微生物群的遗传信息来自一项包含 18340 名参与者的全基因组关联研究(GWAS)。在单变量 MR(UVMR)分析中,逆方差加权(IVW)法被用作主要方法,稳健调整的轮廓评分、加权中位数和 MR Egger 被用作因果推断的补充方法。进行了敏感性分析,包括 Cochran Q 检验、Egger 截距检验和逐一剔除分析,以验证 MR 结果的稳健性。进行了多变量 MR(MVMR)以评估肠道微生物群对癌症风险的直接因果影响。

结果

UVMR 检测到预测雌激素受体阳性乳腺癌风险较高的属 Sellimonas 丰度较高(OR=1.09,95%CI 1.05-1.14,p=2.01×10),而α变形菌纲丰度较高与前列腺癌风险较低相关(OR=0.84,95%CI 0.75-0.93,p=1.11×10)。敏感性分析发现本研究几乎没有证据表明存在偏倚。MVMR 进一步证实,属 Sellimonas 对乳腺癌有直接影响,而α变形菌纲对前列腺癌的影响是由前列腺癌的共同危险因素驱动的。

结论

我们的研究表明肠道微生物群参与了癌症的发展,这为癌症筛查和预防提供了新的潜在靶点,并可能对未来的功能分析产生影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ea66/10225193/108b953cfd97/CAM4-12-10393-g005.jpg

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