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Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements
BACKGROUND: Validation and standardization of methodologies for microbial community measurements by high-throughput sequencing are needed to support human microbiome research and its industrialization. This study set out to establish standards-based solutions to improve the accuracy and reproducibil...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082873/ https://www.ncbi.nlm.nih.gov/pubmed/33910647 http://dx.doi.org/10.1186/s40168-021-01048-3 |
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author | Tourlousse, Dieter M. Narita, Koji Miura, Takamasa Sakamoto, Mitsuo Ohashi, Akiko Shiina, Keita Matsuda, Masami Miura, Daisuke Shimamura, Mamiko Ohyama, Yoshifumi Yamazoe, Atsushi Uchino, Yoshihito Kameyama, Keishi Arioka, Shingo Kataoka, Jiro Hisada, Takayoshi Fujii, Kazuyuki Takahashi, Shunsuke Kuroiwa, Miho Rokushima, Masatomo Nishiyama, Mitsue Tanaka, Yoshiki Fuchikami, Takuya Aoki, Hitomi Kira, Satoshi Koyanagi, Ryo Naito, Takeshi Nishiwaki, Morie Kumagai, Hirotaka Konda, Mikiko Kasahara, Ken Ohkuma, Moriya Kawasaki, Hiroko Sekiguchi, Yuji Terauchi, Jun |
author_facet | Tourlousse, Dieter M. Narita, Koji Miura, Takamasa Sakamoto, Mitsuo Ohashi, Akiko Shiina, Keita Matsuda, Masami Miura, Daisuke Shimamura, Mamiko Ohyama, Yoshifumi Yamazoe, Atsushi Uchino, Yoshihito Kameyama, Keishi Arioka, Shingo Kataoka, Jiro Hisada, Takayoshi Fujii, Kazuyuki Takahashi, Shunsuke Kuroiwa, Miho Rokushima, Masatomo Nishiyama, Mitsue Tanaka, Yoshiki Fuchikami, Takuya Aoki, Hitomi Kira, Satoshi Koyanagi, Ryo Naito, Takeshi Nishiwaki, Morie Kumagai, Hirotaka Konda, Mikiko Kasahara, Ken Ohkuma, Moriya Kawasaki, Hiroko Sekiguchi, Yuji Terauchi, Jun |
author_sort | Tourlousse, Dieter M. |
collection | PubMed |
description | BACKGROUND: Validation and standardization of methodologies for microbial community measurements by high-throughput sequencing are needed to support human microbiome research and its industrialization. This study set out to establish standards-based solutions to improve the accuracy and reproducibility of metagenomics-based microbiome profiling of human fecal samples. RESULTS: In the first phase, we performed a head-to-head comparison of a wide range of protocols for DNA extraction and sequencing library construction using defined mock communities, to identify performant protocols and pinpoint sources of inaccuracy in quantification. In the second phase, we validated performant protocols with respect to their variability of measurement results within a single laboratory (that is, intermediate precision) as well as interlaboratory transferability and reproducibility through an industry-based collaborative study. We further ascertained the performance of our recommended protocols in the context of a community-wide interlaboratory study (that is, the MOSAIC Standards Challenge). Finally, we defined performance metrics to provide best practice guidance for improving measurement consistency across methods and laboratories. CONCLUSIONS: The validated protocols and methodological guidance for DNA extraction and library construction provided in this study expand current best practices for metagenomic analyses of human fecal microbiota. Uptake of our protocols and guidelines will improve the accuracy and comparability of metagenomics-based studies of the human microbiome, thereby facilitating development and commercialization of human microbiome-based products. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01048-3. |
format | Online Article Text |
id | pubmed-8082873 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80828732021-04-29 Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements Tourlousse, Dieter M. Narita, Koji Miura, Takamasa Sakamoto, Mitsuo Ohashi, Akiko Shiina, Keita Matsuda, Masami Miura, Daisuke Shimamura, Mamiko Ohyama, Yoshifumi Yamazoe, Atsushi Uchino, Yoshihito Kameyama, Keishi Arioka, Shingo Kataoka, Jiro Hisada, Takayoshi Fujii, Kazuyuki Takahashi, Shunsuke Kuroiwa, Miho Rokushima, Masatomo Nishiyama, Mitsue Tanaka, Yoshiki Fuchikami, Takuya Aoki, Hitomi Kira, Satoshi Koyanagi, Ryo Naito, Takeshi Nishiwaki, Morie Kumagai, Hirotaka Konda, Mikiko Kasahara, Ken Ohkuma, Moriya Kawasaki, Hiroko Sekiguchi, Yuji Terauchi, Jun Microbiome Methodology BACKGROUND: Validation and standardization of methodologies for microbial community measurements by high-throughput sequencing are needed to support human microbiome research and its industrialization. This study set out to establish standards-based solutions to improve the accuracy and reproducibility of metagenomics-based microbiome profiling of human fecal samples. RESULTS: In the first phase, we performed a head-to-head comparison of a wide range of protocols for DNA extraction and sequencing library construction using defined mock communities, to identify performant protocols and pinpoint sources of inaccuracy in quantification. In the second phase, we validated performant protocols with respect to their variability of measurement results within a single laboratory (that is, intermediate precision) as well as interlaboratory transferability and reproducibility through an industry-based collaborative study. We further ascertained the performance of our recommended protocols in the context of a community-wide interlaboratory study (that is, the MOSAIC Standards Challenge). Finally, we defined performance metrics to provide best practice guidance for improving measurement consistency across methods and laboratories. CONCLUSIONS: The validated protocols and methodological guidance for DNA extraction and library construction provided in this study expand current best practices for metagenomic analyses of human fecal microbiota. Uptake of our protocols and guidelines will improve the accuracy and comparability of metagenomics-based studies of the human microbiome, thereby facilitating development and commercialization of human microbiome-based products. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01048-3. BioMed Central 2021-04-29 /pmc/articles/PMC8082873/ /pubmed/33910647 http://dx.doi.org/10.1186/s40168-021-01048-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Methodology Tourlousse, Dieter M. Narita, Koji Miura, Takamasa Sakamoto, Mitsuo Ohashi, Akiko Shiina, Keita Matsuda, Masami Miura, Daisuke Shimamura, Mamiko Ohyama, Yoshifumi Yamazoe, Atsushi Uchino, Yoshihito Kameyama, Keishi Arioka, Shingo Kataoka, Jiro Hisada, Takayoshi Fujii, Kazuyuki Takahashi, Shunsuke Kuroiwa, Miho Rokushima, Masatomo Nishiyama, Mitsue Tanaka, Yoshiki Fuchikami, Takuya Aoki, Hitomi Kira, Satoshi Koyanagi, Ryo Naito, Takeshi Nishiwaki, Morie Kumagai, Hirotaka Konda, Mikiko Kasahara, Ken Ohkuma, Moriya Kawasaki, Hiroko Sekiguchi, Yuji Terauchi, Jun Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements |
title | Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements |
title_full | Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements |
title_fullStr | Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements |
title_full_unstemmed | Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements |
title_short | Validation and standardization of DNA extraction and library construction methods for metagenomics-based human fecal microbiome measurements |
title_sort | validation and standardization of dna extraction and library construction methods for metagenomics-based human fecal microbiome measurements |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8082873/ https://www.ncbi.nlm.nih.gov/pubmed/33910647 http://dx.doi.org/10.1186/s40168-021-01048-3 |
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