Human gut microbiome study through metagenomics: Recent advances and challenges for clinical implementation.

Cristina Jiménez-Arroyo, Natalia Molinero, Rosa Del Campo, Susana Delgado, M Victoria Moreno-Arribas
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Abstract

Metagenomics has decisively advanced the study of the gut microbiome, enabling a better understanding of its importance for human health. Metataxonomics, based on the sequencing of the 16S rRNA gene, provides taxonomic profiles of prokaryotes, while shotgun metagenomics allows a comprehensive characterization of all DNA present in a sample. With adequate sequencing depth, the latter increases taxonomic resolution to the strain level and provides detailed information on the functional potential of the microbiota. However, the lack of standardization in sample collection and processing, sequencing technologies, and data management limits the comparability of results and their implementation in clinical laboratories. This review offers a practical and updated framework on metagenomic methodologies, data analysis, and the application of artificial intelligence tools, highlighting advances and best practices to facilitate the integration of functional microbiome analysis into clinical practice and to overcome current challenges.

宏基因组学决定性地推进了肠道微生物组的研究,使人们能够更好地了解其对人类健康的重要性。元基因组学基于16S rRNA基因的测序,提供了原核生物的分类概况,而散弹枪元基因组学允许对样本中存在的所有DNA进行全面表征。有了足够的测序深度,后者将分类学分辨率提高到菌株水平,并提供有关微生物群功能潜力的详细信息。然而,在样本采集和处理、测序技术和数据管理方面缺乏标准化,限制了结果的可比性及其在临床实验室中的实施。这篇综述为宏基因组学方法、数据分析和人工智能工具的应用提供了一个实用的和最新的框架,强调了将功能微生物组分析整合到临床实践中并克服当前挑战的进展和最佳实践。
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