人类肠道微生物组分析和多组学方法

T. Sirangelo
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引用次数: 4

摘要

鉴于人类肠道微生物瘤在人类健康中的重要性,它的作用最近得到了审查,甚至现在是许多研究的主题。众所周知,传统的培养方法在分析它方面是有限的,而高通量测序、组学技术则可以加深微生物生态的行为。随着元基因组学、元转录组学、元蛋白质组学和代谢组学等组学技术的应用,这一领域取得了许多进展。它们的整合被称为多组学方法,为生物学机制提供了更多证据。这篇综述强调了组学方法可以成为分析人类肠道微生物组的有力工具。讨论了目前的情况和最近发表的具有里程碑意义的工作的例子,并概述了一些限制。他们的组合进行了分析和相关的研究,使我们能够将疾病相关的微生物功能的表达与不同的分类群联系起来。此外,本文还讨论了最近用于整合不同组学层的系统级方法,并对一些旨在建立大型微生物群落重建框架的研究进行了综述。然而,即使在今天,我们也意识到多层数据集集成是一个具有挑战性的问题,因此需要仔细规划多组学应用程序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human Gut Microbiome Analysis and Multi-omics Approach
Given the importance of human gut microbioma in human health, its role has been recently reviewed and even now is the subject of many investigations. It is known that traditional culture methods are limited for analyzing it and that high-throughput sequencing, omics technologies instead allow to deepen the behaviour of microbial ecology. With the application of omics technologies, as metagenomics, metascriptomics, metaproteomics and metabolomics, many progress has been made in this field. Their integration, referred to as multi-omics approach, provides more evidence for biological mechanisms. This review highlights that omics approaches can be powerful tools in analyzing the human gut microbiome. The current scenario and examples of recently published landmark work are discussed and some limitations are outlined. Their combination is analyzed and relevant studies allowing us to link the expression of disease-associated microbial functions to distinct taxa are treated. Furthermore, recent system level approaches for integrating different omics layers are discussed and some researches aimed to develop a framework for the reconstruction of a large microbial community are examined. However, even today, we are aware that the multi-layer datasets integration is a challenging issue and that a careful planning of a multiomics application is thus required.
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