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Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community
BACKGROUND: The rapid development of sequencing technologies has provided access to environments that were either once thought inhospitable to life altogether or that contain too few cells to be analyzed using genomics approaches. While 16S rRNA gene microbial community sequencing has revolutionized...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619416/ https://www.ncbi.nlm.nih.gov/pubmed/26496746 http://dx.doi.org/10.1186/s12864-015-2063-6 |
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author | Bowers, Robert M. Clum, Alicia Tice, Hope Lim, Joanne Singh, Kanwar Ciobanu, Doina Ngan, Chew Yee Cheng, Jan-Fang Tringe, Susannah G. Woyke, Tanja |
author_facet | Bowers, Robert M. Clum, Alicia Tice, Hope Lim, Joanne Singh, Kanwar Ciobanu, Doina Ngan, Chew Yee Cheng, Jan-Fang Tringe, Susannah G. Woyke, Tanja |
author_sort | Bowers, Robert M. |
collection | PubMed |
description | BACKGROUND: The rapid development of sequencing technologies has provided access to environments that were either once thought inhospitable to life altogether or that contain too few cells to be analyzed using genomics approaches. While 16S rRNA gene microbial community sequencing has revolutionized our understanding of community composition and diversity over time and space, it only provides a crude estimate of microbial functional and metabolic potential. Alternatively, shotgun metagenomics allows comprehensive sampling of all genetic material in an environment, without any underlying primer biases. Until recently, one of the major bottlenecks of shotgun metagenomics has been the requirement for large initial DNA template quantities during library preparation. RESULTS: Here, we investigate the effects of varying template concentrations across three low biomass library preparation protocols on their ability to accurately reconstruct a mock microbial community of known composition. We analyze the effects of input DNA quantity and library preparation method on library insert size, GC content, community composition, assembly quality and metagenomic binning. We found that library preparation method and the amount of starting material had significant impacts on the mock community metagenomes. In particular, GC content shifted towards more GC rich sequences at the lower input quantities regardless of library prep method, the number of low quality reads that could not be mapped to the reference genomes increased with decreasing input quantities, and the different library preparation methods had an impact on overall metagenomic community composition. CONCLUSIONS: This benchmark study provides recommendations for library creation of representative and minimally biased metagenome shotgun sequencing, enabling insights into functional attributes of low biomass ecosystem microbial communities. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2063-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4619416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46194162015-10-26 Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community Bowers, Robert M. Clum, Alicia Tice, Hope Lim, Joanne Singh, Kanwar Ciobanu, Doina Ngan, Chew Yee Cheng, Jan-Fang Tringe, Susannah G. Woyke, Tanja BMC Genomics Methodology Article BACKGROUND: The rapid development of sequencing technologies has provided access to environments that were either once thought inhospitable to life altogether or that contain too few cells to be analyzed using genomics approaches. While 16S rRNA gene microbial community sequencing has revolutionized our understanding of community composition and diversity over time and space, it only provides a crude estimate of microbial functional and metabolic potential. Alternatively, shotgun metagenomics allows comprehensive sampling of all genetic material in an environment, without any underlying primer biases. Until recently, one of the major bottlenecks of shotgun metagenomics has been the requirement for large initial DNA template quantities during library preparation. RESULTS: Here, we investigate the effects of varying template concentrations across three low biomass library preparation protocols on their ability to accurately reconstruct a mock microbial community of known composition. We analyze the effects of input DNA quantity and library preparation method on library insert size, GC content, community composition, assembly quality and metagenomic binning. We found that library preparation method and the amount of starting material had significant impacts on the mock community metagenomes. In particular, GC content shifted towards more GC rich sequences at the lower input quantities regardless of library prep method, the number of low quality reads that could not be mapped to the reference genomes increased with decreasing input quantities, and the different library preparation methods had an impact on overall metagenomic community composition. CONCLUSIONS: This benchmark study provides recommendations for library creation of representative and minimally biased metagenome shotgun sequencing, enabling insights into functional attributes of low biomass ecosystem microbial communities. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2063-6) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-24 /pmc/articles/PMC4619416/ /pubmed/26496746 http://dx.doi.org/10.1186/s12864-015-2063-6 Text en © Bowers et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Article Bowers, Robert M. Clum, Alicia Tice, Hope Lim, Joanne Singh, Kanwar Ciobanu, Doina Ngan, Chew Yee Cheng, Jan-Fang Tringe, Susannah G. Woyke, Tanja Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community |
title | Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community |
title_full | Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community |
title_fullStr | Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community |
title_full_unstemmed | Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community |
title_short | Impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community |
title_sort | impact of library preparation protocols and template quantity on the metagenomic reconstruction of a mock microbial community |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4619416/ https://www.ncbi.nlm.nih.gov/pubmed/26496746 http://dx.doi.org/10.1186/s12864-015-2063-6 |
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