16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys

Detalhes bibliográficos
Autor(a) principal: Starke, Robert
Data de Publicação: 2021
Outros Autores: Pylro, Victor Satler, Morais, Daniel Kumazawa
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/46399
Resumo: Sequencing 16S rRNA gene amplicons is the gold standard to uncover the composition of prokaryotic communities. The presence of multiple copies of this gene makes the community abundance data distorted and gene copy normalization (GCN) necessary for correction. Even though GCN of 16S data provided a picture closer to the metagenome before, it should also be compared with communities of known composition due to the fact that library preparation is prone to methodological biases. Here, we process 16S rRNA gene amplicon data from eleven simple mock communities with DADA2 and estimate the impact of GCN. In all cases, the mock community composition derived from the 16S sequencing differs from those expected, and GCN fails to improve the classification for most of the analysed communities. Our approach provides empirical evidence that GCN does not improve the 16S target sequencing analyses in real scenarios. We therefore question the use of GCN for metataxonomic surveys until a more comprehensive catalogue of copy numbers becomes available.
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spelling 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys16S rRNAMetataxonomic surveysProkaryotic communitiesGene copy normalizationLevantamentos metataxonômicosComunidades procarióticasNormalização da cópia do geneSequencing 16S rRNA gene amplicons is the gold standard to uncover the composition of prokaryotic communities. The presence of multiple copies of this gene makes the community abundance data distorted and gene copy normalization (GCN) necessary for correction. Even though GCN of 16S data provided a picture closer to the metagenome before, it should also be compared with communities of known composition due to the fact that library preparation is prone to methodological biases. Here, we process 16S rRNA gene amplicon data from eleven simple mock communities with DADA2 and estimate the impact of GCN. In all cases, the mock community composition derived from the 16S sequencing differs from those expected, and GCN fails to improve the classification for most of the analysed communities. Our approach provides empirical evidence that GCN does not improve the 16S target sequencing analyses in real scenarios. We therefore question the use of GCN for metataxonomic surveys until a more comprehensive catalogue of copy numbers becomes available.Springer Nature2021-05-27T17:34:37Z2021-05-27T17:34:37Z2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfSTARKE, R.; PYLRO, V. S.; MORAIS, D. K. 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys. Microbial Ecology, New York, v. 81, p. 535-539, 2021. DOI: 10.1007/s00248-020-01586-7.http://repositorio.ufla.br/jspui/handle/1/46399Microbial Ecologyreponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAAttribution 4.0 Internationalhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessStarke, RobertPylro, Victor SatlerMorais, Daniel Kumazawaeng2021-05-27T17:35:03Zoai:localhost:1/46399Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2021-05-27T17:35:03Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
title 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
spellingShingle 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
Starke, Robert
16S rRNA
Metataxonomic surveys
Prokaryotic communities
Gene copy normalization
Levantamentos metataxonômicos
Comunidades procarióticas
Normalização da cópia do gene
title_short 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
title_full 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
title_fullStr 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
title_full_unstemmed 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
title_sort 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
author Starke, Robert
author_facet Starke, Robert
Pylro, Victor Satler
Morais, Daniel Kumazawa
author_role author
author2 Pylro, Victor Satler
Morais, Daniel Kumazawa
author2_role author
author
dc.contributor.author.fl_str_mv Starke, Robert
Pylro, Victor Satler
Morais, Daniel Kumazawa
dc.subject.por.fl_str_mv 16S rRNA
Metataxonomic surveys
Prokaryotic communities
Gene copy normalization
Levantamentos metataxonômicos
Comunidades procarióticas
Normalização da cópia do gene
topic 16S rRNA
Metataxonomic surveys
Prokaryotic communities
Gene copy normalization
Levantamentos metataxonômicos
Comunidades procarióticas
Normalização da cópia do gene
description Sequencing 16S rRNA gene amplicons is the gold standard to uncover the composition of prokaryotic communities. The presence of multiple copies of this gene makes the community abundance data distorted and gene copy normalization (GCN) necessary for correction. Even though GCN of 16S data provided a picture closer to the metagenome before, it should also be compared with communities of known composition due to the fact that library preparation is prone to methodological biases. Here, we process 16S rRNA gene amplicon data from eleven simple mock communities with DADA2 and estimate the impact of GCN. In all cases, the mock community composition derived from the 16S sequencing differs from those expected, and GCN fails to improve the classification for most of the analysed communities. Our approach provides empirical evidence that GCN does not improve the 16S target sequencing analyses in real scenarios. We therefore question the use of GCN for metataxonomic surveys until a more comprehensive catalogue of copy numbers becomes available.
publishDate 2021
dc.date.none.fl_str_mv 2021-05-27T17:34:37Z
2021-05-27T17:34:37Z
2021
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv STARKE, R.; PYLRO, V. S.; MORAIS, D. K. 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys. Microbial Ecology, New York, v. 81, p. 535-539, 2021. DOI: 10.1007/s00248-020-01586-7.
http://repositorio.ufla.br/jspui/handle/1/46399
identifier_str_mv STARKE, R.; PYLRO, V. S.; MORAIS, D. K. 16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys. Microbial Ecology, New York, v. 81, p. 535-539, 2021. DOI: 10.1007/s00248-020-01586-7.
url http://repositorio.ufla.br/jspui/handle/1/46399
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 4.0 International
http://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer Nature
publisher.none.fl_str_mv Springer Nature
dc.source.none.fl_str_mv Microbial Ecology
reponame:Repositório Institucional da UFLA
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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