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基于遗传的肠道细菌、循环细菌相关代谢产物与胰腺导管腺癌:一项孟德尔随机化研究。

Genetically predicted gut bacteria, circulating bacteria-associated metabolites and pancreatic ductal adenocarcinoma: a Mendelian randomisation study.

机构信息

Molecular Epidemiology of Cancer Group, UCD Conway Institute, School of Biomedical and Biomolecular Sciences, University College Dublin, Dublin, Ireland.

Department of Biology, University of Pisa, Pisa, Italy.

出版信息

Sci Rep. 2024 Oct 24;14(1):25144. doi: 10.1038/s41598-024-77431-5.

Abstract

Pancreatic ductal adenocarcinoma (PDAC) has high mortality and rising incidence rates. Recent data indicate that the gut microbiome and associated metabolites may play a role in the development of PDAC. To complement and inform observational studies, we investigated associations of genetically predicted abundances of individual gut bacteria and genetically predicted circulating concentrations of microbiome-associated metabolites with PDAC using Mendelian randomisation (MR). Gut microbiome-associated metabolites were identified through a comprehensive search of Pubmed, Exposome Explorer and Human Metabolome Database. Single Nucleotide Polymorphisms (SNPs) associated by Genome-Wide Association Studies (GWAS) with circulating levels of 109 of these metabolites were collated from Pubmed and the GWAS catalogue. SNPs for 119 taxonomically defined gut genera were selected from a meta-analysis performed by the MiBioGen consortium. Two-sample MR was conducted using GWAS summary statistics from the Pancreatic Cancer Cohort Consortium (PanScan) and the Pancreatic Cancer Case-Control Consortium (PanC4), including a total of 8,769 cases and 7,055 controls. Inverse variance-weighted MR analyses were performed along with sensitivity analyses to assess potential violations of MR assumptions. Nominally significant associations were noted for genetically predicted circulating concentrations of mannitol (odds ratio per standard deviation [OR] = 0.97; 95% confidence interval [CI]: 0.95-0.99, p = 0.006), methionine (OR= 0.97; 95%CI: 0.94-1.00, p = 0.031), stearic acid (OR= 0.93; 95%CI: 0.87-0.99, p = 0.027), carnitine = (OR=1.01; 95% CI: 1.00-1.03, p = 0.027), hippuric acid (OR= 1.02; 95%CI: 1.00-1.04, p = 0.038) and 3-methylhistidine (OR= 1.05; 95%CI: 1.01-1.10, p = 0.02). Two gut microbiome genera were associated with reduced PDAC risk; Clostridium sensu stricto 1 (OR: 0.88; 95%CI: 0.78-0.99, p = 0.027) and Romboutsia (OR: 0.87; 95%CI: 0.80-0.96, p = 0.004). These results, though based only on genetically predicted gut microbiome characteristics and circulating bacteria-related metabolite concentrations, provide evidence for causal associations with pancreatic carcinogenesis.

摘要

胰腺导管腺癌(PDAC)死亡率高,发病率不断上升。最近的数据表明,肠道微生物组及其相关代谢物可能在 PDAC 的发展中起作用。为了补充和告知观察性研究,我们使用孟德尔随机化(MR)研究了遗传预测的个体肠道细菌丰度和遗传预测的微生物组相关代谢物的循环浓度与 PDAC 的关联。通过全面搜索 Pubmed、Exposome Explorer 和 Human Metabolome Database,鉴定了与肠道微生物组相关的代谢物。从 Pubmed 和 GWAS 目录中整理了与 109 种这些代谢物的循环水平相关的全基因组关联研究(GWAS)相关的单核苷酸多态性(SNP)。从 MiBioGen 联盟进行的荟萃分析中选择了 119 种分类定义的肠道属的 SNP。使用 Pancreas Cancer Cohort Consortium(PanScan)和 Pancreatic Cancer Case-Control Consortium(PanC4)的 GWAS 汇总统计数据进行了双样本 MR,共包括 8769 例病例和 7055 例对照。进行了逆方差加权 MR 分析,并进行了敏感性分析以评估 MR 假设的潜在违反情况。遗传预测的循环浓度与甘露醇(每标准差的优势比[OR] = 0.97;95%置信区间[CI]:0.95-0.99,p = 0.006)、蛋氨酸(OR = 0.97;95%CI:0.94-1.00,p = 0.031)、硬脂酸(OR = 0.93;95%CI:0.87-0.99,p = 0.027)、肉碱(OR = 1.01;95%CI:1.00-1.03,p = 0.027)、马尿酸(OR = 1.02;95%CI:1.00-1.04,p = 0.038)和 3-甲基组氨酸(OR = 1.05;95%CI:1.01-1.10,p = 0.02)呈显著负相关。两种肠道微生物组与降低 PDAC 风险相关;严格梭菌 1(OR:0.88;95%CI:0.78-0.99,p = 0.027)和 Romboutsia(OR:0.87;95%CI:0.80-0.96,p = 0.004)。这些结果虽然仅基于遗传预测的肠道微生物组特征和循环细菌相关代谢物浓度,但为与胰腺癌变的因果关联提供了证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2afd/11502931/bf78ad531f06/41598_2024_77431_Fig1_HTML.jpg

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