Comparative Analysis of 16S rRNA Gene and Metagenome Sequencing in Pediatric Gut Microbiomes
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...
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Published in: | Frontiers in microbiology Vol. 12; p. 670336 |
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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. |
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AbstractList | 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. |
Author | Pattanayak, Cassandra W. Rowland, Sophie Klepac-Ceraj, Vanja Peterson, Danielle Bonham, Kevin S. |
AuthorAffiliation | 1 Department of Biological Sciences, Wellesley College , Wellesley, MA , United States 2 Department of Mathematics, Quantitative Reasoning Program, and the Quantitative Analysis Institute at Wellesley College , Wellesley, MA , United States |
AuthorAffiliation_xml | – name: 2 Department of Mathematics, Quantitative Reasoning Program, and the Quantitative Analysis Institute at Wellesley College , Wellesley, MA , United States – name: 1 Department of Biological Sciences, Wellesley College , Wellesley, MA , United States |
Author_xml | – sequence: 1 givenname: Danielle surname: Peterson fullname: Peterson, Danielle – sequence: 2 givenname: Kevin S. surname: Bonham fullname: Bonham, Kevin S. – sequence: 3 givenname: Sophie surname: Rowland fullname: Rowland, Sophie – sequence: 4 givenname: Cassandra W. surname: Pattanayak fullname: Pattanayak, Cassandra W. – sequence: 5 givenname: Vanja surname: Klepac-Ceraj fullname: Klepac-Ceraj, Vanja |
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ContentType | Journal Article |
Copyright | Copyright © 2021 Peterson, Bonham, Rowland, Pattanayak, RESONANCE Consortium and Klepac-Ceraj. 2021 Peterson, Bonham, Rowland, Pattanayak, RESONANCE Consortium and Klepac-Ceraj |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Edited by: Yasir Muhammad, King Abdulaziz University, Saudi Arabia Reviewed by: Stephen Nayfach, Lawrence Berkeley National Laboratory, United States; Katrine L. Whiteson, University of California, Irvine, United States This article was submitted to Evolutionary and Genomic Microbiology, a section of the journal Frontiers in Microbiology |
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Title | Comparative Analysis of 16S rRNA Gene and Metagenome Sequencing in Pediatric Gut Microbiomes |
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