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基于肠道微生物群预测 Barrett 食管的潜在恶化:一项孟德尔随机分析。

Predicting the potential deterioration of Barrett's esophagus based on gut microbiota: a Mendelian randomization analysis.

机构信息

First Clinical Medical College (First Affiliated Hospital), Anhui Medical University, 81 Meishan Road, Hefei, 230032, China.

State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, No. 37 Guoxue Lane, Wuhou District, Chengdu, Sichuan Province, 610041, China.

出版信息

Mamm Genome. 2024 Sep;35(3):399-413. doi: 10.1007/s00335-024-10042-7. Epub 2024 Jun 17.

DOI:10.1007/s00335-024-10042-7
PMID:38886201
Abstract

Esophageal adenocarcinoma (EAC) is one of the most malignant tumors in the digestive system. To make thing worse, the scarcity of treatment options is disheartening. However, if detected early, there is a possibility of reversing the condition. Unfortunately, there is still a lack of relevant early screening methods. Considering that Barrett's esophagus (BE), a precursor lesion of EAC, has been confirmed as the only known precursor of EAC. Analyzing which BE cases will progress to EAC and understanding the processes and mechanisms involved is of great significance for early screening of such patients. Considering the significant alterations in the gut microbiota of patients with BE and its potential role in the progression to EAC, this study aims to analyze the relationship between BE, EAC, and GM to identify potential diagnostic biomarkers and therapeutic targets. This study utilized comprehensive statistical data on gut microbiota from a large-scale genome-wide association meta-analysis conducted by the MiBioGen consortium (n = 18,340). Subsequently, we selected a set of single nucleotide polymorphisms (SNPs) that fell below the genome-wide significance threshold (1 × 10-5) as instrumental variables. To investigate the causal relationship between gut microbiota and BE and EAC, we employed various MR analysis methods, including Inverse Variance Weighting (IVW), MR-Egger regression, weighted median (WM), and weighted mean. Additionally, we assessed the level of pleiotropy, heterogeneity, and stability of genetic variations through MR-Egger intercept test, MR-PRESSO, Cochran's Q test, and "leave-one-out" sensitivity analysis. Furthermore, we conducted reverse MR analysis to identify the causal relationships between gut microbiota and BE and EAC. The results from the Inverse Variance-Weighted (IVW) analysis indicate that Alistipes (P = 4.86 × 10), Lactobacillus (P = 2.11 × 10), Prevotella 7 (P = 4.28 × 10), and RuminococcaceaeUCG004 (P = 4.34 × 10) are risk factors for Barrett's esophagus (BE), while Flavonifractor (P = 8.81 × 10) and RuminococcaceaeUCG004 (P = 4.99 × 10) are risk factors for esophageal adenocarcinoma (EAC). On the other hand, certain gut microbiota genera appear to have a protective effect against both BE and EAC. These include Eubacterium (nodatum group) (P = 4.51 × 10), Holdemania (P = 1.22 × 10), and Lactococcus (P = 3.39 × 10) in the BE cohort, as well as Eubacterium (hallii group) (P = 4.07 × 10) and Actinomyces (P = 3.62 × 10) in the EAC cohort. According to the results of reverse MR analysis, no significant causal effects of BE and EAC on gut microbiota were observed. Furthermore, no significant heterogeneity or pleiotropy was detected in the instrumental variables. We have established a causal relationship between the gut microbiota and BE and EAC. This study holds profound significance for screening BE patients who may be at risk of deterioration, as it can provide them with timely medical interventions to reverse the condition.

摘要

食管腺癌(EAC)是消化系统中最恶性的肿瘤之一。更糟糕的是,治疗选择的稀缺令人沮丧。然而,如果早期发现,有可能逆转病情。不幸的是,仍然缺乏相关的早期筛查方法。

考虑到 Barrett 食管(BE)是 EAC 的前体病变,已被确认为 EAC 唯一已知的前体。分析哪些 BE 病例会进展为 EAC,了解相关的过程和机制,对于此类患者的早期筛查具有重要意义。

鉴于 BE 患者的肠道微生物群发生了显著变化及其在进展为 EAC 中的潜在作用,本研究旨在分析 BE、EAC 和 GM 之间的关系,以确定潜在的诊断生物标志物和治疗靶点。

本研究利用 MiBioGen 联盟进行的大规模全基因组关联荟萃分析中的肠道微生物群综合统计数据(n = 18,340)。随后,我们选择了一组低于全基因组显着性阈值(1×10-5)的单核苷酸多态性(SNP)作为工具变量。为了研究肠道微生物群与 BE 和 EAC 之间的因果关系,我们采用了各种 MR 分析方法,包括逆方差加权(IVW)、MR-Egger 回归、加权中位数(WM)和加权均值。此外,我们通过 MR-Egger 截距检验、MR-PRESSO、Cochran's Q 检验和“单样本剔除”敏感性分析评估遗传变异的偏倚、异质性和稳定性。此外,我们进行了反向 MR 分析,以确定肠道微生物群与 BE 和 EAC 之间的因果关系。

Inverse Variance-Weighted(IVW)分析的结果表明,Alistipes(P = 4.86×10)、Lactobacillus(P = 2.11×10)、Prevotella 7(P = 4.28×10)和 RuminococcaceaeUCG004(P = 4.34×10)是 Barrett 食管(BE)的危险因素,而 Flavonifractor(P = 8.81×10)和 RuminococcaceaeUCG004(P = 4.99×10)是食管腺癌(EAC)的危险因素。另一方面,某些肠道微生物群属似乎对 BE 和 EAC 都具有保护作用。这些包括 BE 中的 Eubacterium(nodatum 组)(P = 4.51×10)、Holdemania(P = 1.22×10)和 Lactococcus(P = 3.39×10),以及 EAC 中的 Eubacterium(hallii 组)(P = 4.07×10)和 Actinomyces(P = 3.62×10)。

根据反向 MR 分析的结果,没有观察到 BE 和 EAC 对肠道微生物群的显著因果影响。此外,工具变量中没有检测到显着的异质性或多效性。

我们已经建立了肠道微生物群与 BE 和 EAC 之间的因果关系。这项研究对于筛查可能恶化的 BE 患者具有深远意义,因为它可以为他们提供及时的医疗干预措施来逆转病情。

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