16S rRNA gene copy number normalization does not provide more reliable conclusions in metataxonomic surveys
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , |
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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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 |
_version_ |
1815439161286459392 |