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探讨相互因果关系:肠道微生物组成和甲状腺癌的双向 Mendelian 随机化研究。

Exploring reciprocal causation: bidirectional mendelian randomization study of gut microbiota composition and thyroid cancer.

机构信息

Department of Clinical Pharmacology, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, People's Republic of China.

Institute of Clinical Pharmacology, Central South University and Hunan Key Laboratory of Pharmacogenetics, 110 Xiangya Road, Changsha, 410078, People's Republic of China.

出版信息

J Cancer Res Clin Oncol. 2024 Feb 3;150(2):75. doi: 10.1007/s00432-023-05535-y.

Abstract

BACKGROUND

While an association between gut microbiota composition and thyroid cancer (TC) has been observed, the directionality and causality of this relationship remain unclear.

METHODS

We conducted a bidirectional two-sample Mendelian randomization (MR) analysis to investigate the causal effect between gut microbiota composition and TC. Gut microbiota data were derived from a diverse population encompassing various ethnicities (n = 18,340 samples), while TC data were sourced from an European population (n = 218,792 samples). Instrumental variables, represented by single nucleotide polymorphisms (SNPs), were employed to assess the causal relationship using multiple MR methods, including inverse-variance weighting (IVW), weighted median, weighted mode, MR-Egger, and simple mode. F-statistics and sensitivity analyses were performed to evaluate the robustness of the findings.

RESULTS

Our investigation identified a comprehensive set of 2934 instrumental variables significantly linked to gut microbiota composition (p < 1 × 10). The analysis illuminated notable candidates within the phylum Euryarchaeota, including families Christensenellaceae and Victivallaceae, and genera Methanobrevibacter, Ruminococcus2, and Subdoligranulum, which emerged as potential risk factors for TC. On the other hand, a protective influence against TC was attributed to class Betaproteobacteria, family FamilyXI, and genera Anaerofilum, Odoribacter, and Sutterella, alongside order Burkholderiales. Further enhancing our insights, the integration of 7 instrumental variables from TC data (p < 1 × 10) disclosed the regulatory potential of one family and five genera. Notably, the genus Coprobacter innocuum group (p = 0.012, OR = 0.944) exhibited the highest probability of regulation. Our meticulous analyses remained free from significant bias, heterogeneity, or horizontal pleiotropy concerns.

CONCLUSION

Through a bidirectional two-sample Mendelian randomization approach, we elucidated a potential bidirectional causal relationship between gut microbiota composition and TC. Specific microbial taxa were associated with an increased risk or conferred protection against TC. These findings advance our understanding of the complex interplay between the gut microbiota and TC pathogenesis, offering new insights into the therapeutic potential of modulating the gut microbiota for managing TC.

摘要

背景

虽然已经观察到肠道微生物群落组成与甲状腺癌(TC)之间存在关联,但这种关系的方向性和因果关系尚不清楚。

方法

我们进行了双向两样本孟德尔随机化(MR)分析,以研究肠道微生物群落组成与 TC 之间的因果关系。肠道微生物群落数据来自于包含多种族裔的多样化人群(n=18340 个样本),而 TC 数据则来自于欧洲人群(n=218792 个样本)。采用单核苷酸多态性(SNP)作为工具变量,使用多种 MR 方法(包括逆方差加权法[IVW]、加权中位数法、加权众数法、MR-Egger 法和简单模式法)评估因果关系。使用 F 统计量和敏感性分析来评估结果的稳健性。

结果

我们的研究确定了一组与肠道微生物群落组成显著相关的 2934 个工具变量(p<1×10)。分析结果显示,在古菌门中存在一些显著的候选物,包括 Christensenellaceae 和 Victivallaceae 科以及 Methanobrevibacter、Ruminococcus2 和 Subdoligranulum 属,它们可能是 TC 的风险因素。另一方面,β变形菌纲、FamilyXI 科和 Anaerofilum、Odoribacter 和 Sutterella 属以及 Burkholderiales 目被认为对 TC 具有保护作用。进一步深入了解这一问题,整合来自 TC 数据的 7 个工具变量(p<1×10)揭示了一个家族和五个属的调节潜力。值得注意的是,Coprobacter innocuum 属(p=0.012,OR=0.944)的调节可能性最高。我们的细致分析没有发现明显的偏差、异质性或水平多效性问题。

结论

通过双向两样本孟德尔随机化方法,我们阐明了肠道微生物群落组成与 TC 之间可能存在的双向因果关系。特定的微生物类群与 TC 风险增加或对 TC 的保护作用有关。这些发现增进了我们对肠道微生物群与 TC 发病机制之间复杂相互作用的理解,为通过调节肠道微生物群来治疗 TC 提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03ba/10838232/ace3d99596a0/432_2023_5535_Fig1_HTML.jpg

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