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利用宏基因组学方法推进功能和转化微生物组研究。

Advancing functional and translational microbiome research using meta-omics approaches.

机构信息

Ottawa Institute of Systems Biology and Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada.

出版信息

Microbiome. 2019 Dec 6;7(1):154. doi: 10.1186/s40168-019-0767-6.

Abstract

The gut microbiome has emerged as an important factor affecting human health and disease. The recent development of -omics approaches, including phylogenetic marker-based microbiome profiling, shotgun metagenomics, metatranscriptomics, metaproteomics, and metabolomics, has enabled efficient characterization of microbial communities. These techniques can provide strain-level taxonomic resolution of the taxa present in microbiomes, assess the potential functions encoded by the microbial community and quantify the metabolic activities occurring within a complex microbiome. The application of these meta-omics approaches to clinical samples has identified microbial species, metabolic pathways, and metabolites that are associated with the development and treatment of human diseases. These findings have further facilitated microbiome-targeted drug discovery and efforts to improve human health management. Recent in vitro and in vivo investigations have uncovered the presence of extensive drug-microbiome interactions. These interactions have also been shown to be important contributors to the disparate patient responses to treatment that are often observed during disease therapy. Therefore, developing techniques or frameworks that enable rapid screening, detailed evaluation, and accurate prediction of drug/host-microbiome interactions is critically important in the modern era of microbiome research and precision medicine. Here we review the current status of meta-omics techniques, including integrative multi-omics approaches, for characterizing the microbiome's functionality in the context of health and disease. We also summarize and discuss new frameworks for applying meta-omics approaches and microbiome assays to study drug-microbiome interactions. Lastly, we discuss and exemplify strategies for implementing microbiome-based precision medicines using these meta-omics approaches and high throughput microbiome assays.

摘要

肠道微生物组已成为影响人类健康和疾病的重要因素。基于分类标记的微生物组分析、宏基因组学、宏转录组学、宏蛋白质组学和代谢组学等组学方法的最新发展,使得对微生物群落的高效特征描述成为可能。这些技术可以提供微生物组中存在的分类单元的菌株水平分类分辨率,评估微生物群落编码的潜在功能,并量化复杂微生物组内发生的代谢活性。将这些元组学方法应用于临床样本,已经鉴定出与人类疾病的发生和治疗相关的微生物物种、代谢途径和代谢物。这些发现进一步促进了针对微生物组的药物发现和改善人类健康管理的努力。最近的体外和体内研究揭示了广泛存在的药物-微生物组相互作用。这些相互作用也被证明是导致在疾病治疗过程中经常观察到的患者对治疗反应差异的重要因素。因此,开发能够快速筛选、详细评估和准确预测药物/宿主-微生物组相互作用的技术或框架,在微生物组研究和精准医学的现代时代至关重要。在这里,我们综述了元组学技术的现状,包括整合多组学方法,用于描述健康和疾病背景下微生物组的功能。我们还总结和讨论了应用元组学方法和微生物组分析来研究药物-微生物组相互作用的新框架。最后,我们讨论并举例说明了使用这些元组学方法和高通量微生物组分析来实施基于微生物组的精准医学的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a01e/6898977/68687f092167/40168_2019_767_Fig1_HTML.jpg

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