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儿科肠道微生物群中16S rRNA基因与宏基因组测序的比较分析

Comparative Analysis of 16S rRNA Gene and Metagenome Sequencing in Pediatric Gut Microbiomes.

作者信息

Peterson Danielle, Bonham Kevin S, Rowland Sophie, Pattanayak Cassandra W, Klepac-Ceraj Vanja

机构信息

Department of Biological Sciences, Wellesley College, Wellesley, MA, United States.

Department of Mathematics, Quantitative Reasoning Program, and the Quantitative Analysis Institute at Wellesley College, Wellesley, MA, United States.

出版信息

Front Microbiol. 2021 Jul 15;12:670336. doi: 10.3389/fmicb.2021.670336. eCollection 2021.

Abstract

The colonization of the human gut microbiome begins at birth, and over time, these microbial communities become increasingly complex. Most of what we currently know about the human microbiome, especially in early stages of development, was described using culture-independent sequencing methods that allow us to identify the taxonomic composition of microbial communities using genomic techniques, such as amplicon or shotgun metagenomic sequencing. Each method has distinct tradeoffs, but there has not been a direct comparison of the utility of these methods in stool samples from very young children, which have different features than those of adults. We compared the effects of profiling the human infant gut microbiome with 16S rRNA amplicon vs. shotgun metagenomic sequencing techniques in 338 fecal samples; younger than 15, 15-30, and older than 30 months of age. We demonstrate that observed changes in alpha-diversity and beta-diversity with age occur to similar extents using both profiling methods. We also show that 16S rRNA profiling identified a larger number of genera and we find several genera that are missed or underrepresented by each profiling method. We present the link between alpha diversity and shotgun metagenomic sequencing depth for children of different ages. These findings provide a guide for selecting an appropriate method and sequencing depth for the three studied age groups.

摘要

人类肠道微生物群的定殖始于出生,随着时间的推移,这些微生物群落变得越来越复杂。我们目前对人类微生物群的了解,尤其是在发育早期阶段,大多是使用非培养测序方法描述的,这些方法使我们能够使用基因组技术,如扩增子或鸟枪法宏基因组测序,来识别微生物群落的分类组成。每种方法都有不同的权衡,但尚未对这些方法在非常年幼儿童粪便样本中的效用进行直接比较,这些样本具有与成人不同的特征。我们比较了16S rRNA扩增子与鸟枪法宏基因组测序技术对338份粪便样本(年龄小于15个月、15 - 30个月和大于30个月)中的人类婴儿肠道微生物群进行分析的效果。我们证明,使用这两种分析方法,随着年龄增长观察到的α多样性和β多样性变化程度相似。我们还表明,16S rRNA分析鉴定出了更多的属,并且我们发现了几个每种分析方法都遗漏或代表性不足的属。我们展示了不同年龄儿童的α多样性与鸟枪法宏基因组测序深度之间的联系。这些发现为为三个研究年龄组选择合适的方法和测序深度提供了指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97bc/8320171/a5e2d451f780/fmicb-12-670336-g001.jpg

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