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

Authors :
Danielle Peterson
Kevin S. Bonham
Sophie Rowland
Cassandra W. Pattanayak
RESONANCE Consortium
Vanja Klepac-Ceraj
Sean C. L. Deoni
Viren D’Sa
Muriel Bruchhage
Alexandra Volpe
Jennifer Beauchemin
Caroline Wallace
John Rogers
Rosa Cano
Jessica Fernandes
Elizabeth Walsh
Brittany Rhodes
Matthew Huentelman
Candace Lewis
Matthew D. De Both
Marcus A. Naymik
Susan Carnell
Elena Jansen
Jennifer R. Sadler
Gita Thapaliya
Kevin Bonham
Monique LeBourgeois
Hans Georg Mueller
Jane-Ling Wang
Changbo Zhu
Yaqing Chen
Joseph Braun
Source :
Frontiers in Microbiology, Vol 12 (2021)
Publication Year :
2021
Publisher :
Frontiers Media S.A., 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.

Details

Language :
English
ISSN :
1664302X
Volume :
12
Database :
Directory of Open Access Journals
Journal :
Frontiers in Microbiology
Publication Type :
Academic Journal
Accession number :
edsdoj.32d6a4b12bcb49519c0acdf4fafeae72
Document Type :
article
Full Text :
https://doi.org/10.3389/fmicb.2021.670336