Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses
- Autores
- Patané, José S.L.; Martins, Joaquim; Castelão, Ana Beatriz; Nishibe, Christiane; Montera, Luciana; Bigi, Fabiana; Zumárraga, Martín José; Cataldi, Ángel Adrián; Junior, Antônio Fonseca; Roxo, Eliana; Osório, Ana Luiza A. R.; Jorge, Klaudia S.; Thacker, Tyler C.; Almeida, Nalvo F.; Araújo, Flabio R.; Setubal, João C.
- Año de publicación
- 2017
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- Mycobacterium bovis is an important animal pathogen worldwide, parasitizing wild and domesticated vertebrate live stocks as well as humans. We investigated evolutionary patterns and processes in 38 sequenced genomes of M. bovis from the Americas, Europe, Asia, and Africa. We found that US strains are evolving distinctly (though with low magnitude) from most South American lineages regarding core-coding size, GC-content, and codon usage bias, and we further employ agreement to this pattern as proxy for phylogenetic reliability. Three data types were used for tree inference: 1. Single copy core-coding genes (core-coding); 2. Indel blocks coded as numeric characters (indels); 3. Gene presence/absence similarly coded (pangenome). Core-coding´s performance was below expected regarded we used 2,000+ genes, but indels and pangenome individually estimated reasonable trees, with HGT rates as high as 200x the DNA substitution rate. In addressing why core-coding performed poorly, we excluded phylogenetic method bias, homologous recombination, positive, and purifying selection as possible causes, whilst transient retention of random mildly deleterious mutations due to recent diversification, and also ongoing pseudogeneization, may be plausible. Although total evidence´s retention index was as good as presence/absence data individually in identifying US samples, it additionaly found a South American clade with more lineages excluding only two Brazilian samples. We further inferred divergence times using indels + pangenome due to lack of informativeness of core-coding, recovering relatively similar date estimates to previous studies on the origin of M. bovis (< 10,000 y) regardless of the dating prior (strict vs. uncorrelated clock, uniform vs. exponential clock, different age/rate standard deviation priors), evincing the suitability and unsuspected robustness of using strictly genomic-wide presence/absence data to dating, while also decisively rejecting a strict clock for our dataset. All trees supported a relatively basal position of African strains, which were isolated from Homo sapiens, suggesting it was an important region for early diversification and confirming we were one of the earliest hosts of the species. Evolution of US strains was affected by lateral acquisition of 57 exclusive genes from, including genes important for virulence. A clade of three US localities, distant from one another, is under even faster evolutionary rates supported by core-coding, indels, and pangenome.
Fil: Patané, José S.L.. Universidade de Sao Paulo; Brasil
Fil: Martins, Joaquim. Universidade de Sao Paulo; Brasil
Fil: Castelão, Ana Beatriz. Universidade Federal do Mato Grosso do Sul; Brasil
Fil: Nishibe, Christiane. Universidade Federal do Mato Grosso do Sul; Brasil
Fil: Montera, Luciana. Universidade Federal do Mato Grosso do Sul; Brasil
Fil: Bigi, Fabiana. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Zumárraga, Martín José. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina
Fil: Cataldi, Ángel Adrián. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina
Fil: Junior, Antônio Fonseca. Ministerio da Agricultura Pecuaria e Abastecimento de Brasil. Empresa Brasileira de Pesquisa Agropecuaria; Brasil
Fil: Roxo, Eliana. Instituto Biológico de São Pablo; Brasil
Fil: Osório, Ana Luiza A. R.. Universidade Federal do Mato Grosso do Sul; Brasil
Fil: Jorge, Klaudia S.. Universidade Federal do Mato Grosso do Sul; Brasil
Fil: Thacker, Tyler C.. United States Department of Agriculture; Estados Unidos
Fil: Almeida, Nalvo F.. Universidade Federal do Mato Grosso do Sul; Brasil
Fil: Araújo, Flabio R.. Ministerio da Agricultura Pecuaria e Abastecimento de Brasil. Empresa Brasileira de Pesquisa Agropecuaria; Brasil
Fil: Setubal, João C.. Universidade de Sao Paulo; Brasil. Biocomplexity Institute of Virginia Tech; Estados Unidos - Materia
-
Mycobacterium
Genome
Bovis
Evolution - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/72516
Ver los metadatos del registro completo
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Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic AnalysesPatané, José S.L.Martins, JoaquimCastelão, Ana BeatrizNishibe, ChristianeMontera, LucianaBigi, FabianaZumárraga, Martín JoséCataldi, Ángel AdriánJunior, Antônio FonsecaRoxo, ElianaOsório, Ana Luiza A. R.Jorge, Klaudia S.Thacker, Tyler C.Almeida, Nalvo F.Araújo, Flabio R.Setubal, João C.MycobacteriumGenomeBovisEvolutionhttps://purl.org/becyt/ford/1.6https://purl.org/becyt/ford/1Mycobacterium bovis is an important animal pathogen worldwide, parasitizing wild and domesticated vertebrate live stocks as well as humans. We investigated evolutionary patterns and processes in 38 sequenced genomes of M. bovis from the Americas, Europe, Asia, and Africa. We found that US strains are evolving distinctly (though with low magnitude) from most South American lineages regarding core-coding size, GC-content, and codon usage bias, and we further employ agreement to this pattern as proxy for phylogenetic reliability. Three data types were used for tree inference: 1. Single copy core-coding genes (core-coding); 2. Indel blocks coded as numeric characters (indels); 3. Gene presence/absence similarly coded (pangenome). Core-coding´s performance was below expected regarded we used 2,000+ genes, but indels and pangenome individually estimated reasonable trees, with HGT rates as high as 200x the DNA substitution rate. In addressing why core-coding performed poorly, we excluded phylogenetic method bias, homologous recombination, positive, and purifying selection as possible causes, whilst transient retention of random mildly deleterious mutations due to recent diversification, and also ongoing pseudogeneization, may be plausible. Although total evidence´s retention index was as good as presence/absence data individually in identifying US samples, it additionaly found a South American clade with more lineages excluding only two Brazilian samples. We further inferred divergence times using indels + pangenome due to lack of informativeness of core-coding, recovering relatively similar date estimates to previous studies on the origin of M. bovis (< 10,000 y) regardless of the dating prior (strict vs. uncorrelated clock, uniform vs. exponential clock, different age/rate standard deviation priors), evincing the suitability and unsuspected robustness of using strictly genomic-wide presence/absence data to dating, while also decisively rejecting a strict clock for our dataset. All trees supported a relatively basal position of African strains, which were isolated from Homo sapiens, suggesting it was an important region for early diversification and confirming we were one of the earliest hosts of the species. Evolution of US strains was affected by lateral acquisition of 57 exclusive genes from, including genes important for virulence. A clade of three US localities, distant from one another, is under even faster evolutionary rates supported by core-coding, indels, and pangenome.Fil: Patané, José S.L.. Universidade de Sao Paulo; BrasilFil: Martins, Joaquim. Universidade de Sao Paulo; BrasilFil: Castelão, Ana Beatriz. Universidade Federal do Mato Grosso do Sul; BrasilFil: Nishibe, Christiane. Universidade Federal do Mato Grosso do Sul; BrasilFil: Montera, Luciana. Universidade Federal do Mato Grosso do Sul; BrasilFil: Bigi, Fabiana. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Zumárraga, Martín José. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Cataldi, Ángel Adrián. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; ArgentinaFil: Junior, Antônio Fonseca. Ministerio da Agricultura Pecuaria e Abastecimento de Brasil. Empresa Brasileira de Pesquisa Agropecuaria; BrasilFil: Roxo, Eliana. Instituto Biológico de São Pablo; BrasilFil: Osório, Ana Luiza A. R.. Universidade Federal do Mato Grosso do Sul; BrasilFil: Jorge, Klaudia S.. Universidade Federal do Mato Grosso do Sul; BrasilFil: Thacker, Tyler C.. United States Department of Agriculture; Estados UnidosFil: Almeida, Nalvo F.. Universidade Federal do Mato Grosso do Sul; BrasilFil: Araújo, Flabio R.. Ministerio da Agricultura Pecuaria e Abastecimento de Brasil. Empresa Brasileira de Pesquisa Agropecuaria; BrasilFil: Setubal, João C.. Universidade de Sao Paulo; Brasil. Biocomplexity Institute of Virginia Tech; Estados UnidosOxford University Press2017-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/mswordapplication/pdfhttp://hdl.handle.net/11336/72516Patané, José S.L.; Martins, Joaquim; Castelão, Ana Beatriz; Nishibe, Christiane; Montera, Luciana; et al.; Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses; Oxford University Press; Genome Biology and Evolution; 9; 3; 3-2017; 521-5351759-6653CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://academic.oup.com/gbe/article/9/3/521/2992613info:eu-repo/semantics/altIdentifier/doi/10.1093/gbe/evx022info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-15T15:12:46Zoai:ri.conicet.gov.ar:11336/72516instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-15 15:12:46.959CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses |
title |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses |
spellingShingle |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses Patané, José S.L. Mycobacterium Genome Bovis Evolution |
title_short |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses |
title_full |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses |
title_fullStr |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses |
title_full_unstemmed |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses |
title_sort |
Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses |
dc.creator.none.fl_str_mv |
Patané, José S.L. Martins, Joaquim Castelão, Ana Beatriz Nishibe, Christiane Montera, Luciana Bigi, Fabiana Zumárraga, Martín José Cataldi, Ángel Adrián Junior, Antônio Fonseca Roxo, Eliana Osório, Ana Luiza A. R. Jorge, Klaudia S. Thacker, Tyler C. Almeida, Nalvo F. Araújo, Flabio R. Setubal, João C. |
author |
Patané, José S.L. |
author_facet |
Patané, José S.L. Martins, Joaquim Castelão, Ana Beatriz Nishibe, Christiane Montera, Luciana Bigi, Fabiana Zumárraga, Martín José Cataldi, Ángel Adrián Junior, Antônio Fonseca Roxo, Eliana Osório, Ana Luiza A. R. Jorge, Klaudia S. Thacker, Tyler C. Almeida, Nalvo F. Araújo, Flabio R. Setubal, João C. |
author_role |
author |
author2 |
Martins, Joaquim Castelão, Ana Beatriz Nishibe, Christiane Montera, Luciana Bigi, Fabiana Zumárraga, Martín José Cataldi, Ángel Adrián Junior, Antônio Fonseca Roxo, Eliana Osório, Ana Luiza A. R. Jorge, Klaudia S. Thacker, Tyler C. Almeida, Nalvo F. Araújo, Flabio R. Setubal, João C. |
author2_role |
author author author author author author author author author author author author author author author |
dc.subject.none.fl_str_mv |
Mycobacterium Genome Bovis Evolution |
topic |
Mycobacterium Genome Bovis Evolution |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/1.6 https://purl.org/becyt/ford/1 |
dc.description.none.fl_txt_mv |
Mycobacterium bovis is an important animal pathogen worldwide, parasitizing wild and domesticated vertebrate live stocks as well as humans. We investigated evolutionary patterns and processes in 38 sequenced genomes of M. bovis from the Americas, Europe, Asia, and Africa. We found that US strains are evolving distinctly (though with low magnitude) from most South American lineages regarding core-coding size, GC-content, and codon usage bias, and we further employ agreement to this pattern as proxy for phylogenetic reliability. Three data types were used for tree inference: 1. Single copy core-coding genes (core-coding); 2. Indel blocks coded as numeric characters (indels); 3. Gene presence/absence similarly coded (pangenome). Core-coding´s performance was below expected regarded we used 2,000+ genes, but indels and pangenome individually estimated reasonable trees, with HGT rates as high as 200x the DNA substitution rate. In addressing why core-coding performed poorly, we excluded phylogenetic method bias, homologous recombination, positive, and purifying selection as possible causes, whilst transient retention of random mildly deleterious mutations due to recent diversification, and also ongoing pseudogeneization, may be plausible. Although total evidence´s retention index was as good as presence/absence data individually in identifying US samples, it additionaly found a South American clade with more lineages excluding only two Brazilian samples. We further inferred divergence times using indels + pangenome due to lack of informativeness of core-coding, recovering relatively similar date estimates to previous studies on the origin of M. bovis (< 10,000 y) regardless of the dating prior (strict vs. uncorrelated clock, uniform vs. exponential clock, different age/rate standard deviation priors), evincing the suitability and unsuspected robustness of using strictly genomic-wide presence/absence data to dating, while also decisively rejecting a strict clock for our dataset. All trees supported a relatively basal position of African strains, which were isolated from Homo sapiens, suggesting it was an important region for early diversification and confirming we were one of the earliest hosts of the species. Evolution of US strains was affected by lateral acquisition of 57 exclusive genes from, including genes important for virulence. A clade of three US localities, distant from one another, is under even faster evolutionary rates supported by core-coding, indels, and pangenome. Fil: Patané, José S.L.. Universidade de Sao Paulo; Brasil Fil: Martins, Joaquim. Universidade de Sao Paulo; Brasil Fil: Castelão, Ana Beatriz. Universidade Federal do Mato Grosso do Sul; Brasil Fil: Nishibe, Christiane. Universidade Federal do Mato Grosso do Sul; Brasil Fil: Montera, Luciana. Universidade Federal do Mato Grosso do Sul; Brasil Fil: Bigi, Fabiana. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina Fil: Zumárraga, Martín José. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina Fil: Cataldi, Ángel Adrián. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Instituto Nacional de Tecnología Agropecuaria. Centro Nacional de Investigaciones Agropecuarias; Argentina Fil: Junior, Antônio Fonseca. Ministerio da Agricultura Pecuaria e Abastecimento de Brasil. Empresa Brasileira de Pesquisa Agropecuaria; Brasil Fil: Roxo, Eliana. Instituto Biológico de São Pablo; Brasil Fil: Osório, Ana Luiza A. R.. Universidade Federal do Mato Grosso do Sul; Brasil Fil: Jorge, Klaudia S.. Universidade Federal do Mato Grosso do Sul; Brasil Fil: Thacker, Tyler C.. United States Department of Agriculture; Estados Unidos Fil: Almeida, Nalvo F.. Universidade Federal do Mato Grosso do Sul; Brasil Fil: Araújo, Flabio R.. Ministerio da Agricultura Pecuaria e Abastecimento de Brasil. Empresa Brasileira de Pesquisa Agropecuaria; Brasil Fil: Setubal, João C.. Universidade de Sao Paulo; Brasil. Biocomplexity Institute of Virginia Tech; Estados Unidos |
description |
Mycobacterium bovis is an important animal pathogen worldwide, parasitizing wild and domesticated vertebrate live stocks as well as humans. We investigated evolutionary patterns and processes in 38 sequenced genomes of M. bovis from the Americas, Europe, Asia, and Africa. We found that US strains are evolving distinctly (though with low magnitude) from most South American lineages regarding core-coding size, GC-content, and codon usage bias, and we further employ agreement to this pattern as proxy for phylogenetic reliability. Three data types were used for tree inference: 1. Single copy core-coding genes (core-coding); 2. Indel blocks coded as numeric characters (indels); 3. Gene presence/absence similarly coded (pangenome). Core-coding´s performance was below expected regarded we used 2,000+ genes, but indels and pangenome individually estimated reasonable trees, with HGT rates as high as 200x the DNA substitution rate. In addressing why core-coding performed poorly, we excluded phylogenetic method bias, homologous recombination, positive, and purifying selection as possible causes, whilst transient retention of random mildly deleterious mutations due to recent diversification, and also ongoing pseudogeneization, may be plausible. Although total evidence´s retention index was as good as presence/absence data individually in identifying US samples, it additionaly found a South American clade with more lineages excluding only two Brazilian samples. We further inferred divergence times using indels + pangenome due to lack of informativeness of core-coding, recovering relatively similar date estimates to previous studies on the origin of M. bovis (< 10,000 y) regardless of the dating prior (strict vs. uncorrelated clock, uniform vs. exponential clock, different age/rate standard deviation priors), evincing the suitability and unsuspected robustness of using strictly genomic-wide presence/absence data to dating, while also decisively rejecting a strict clock for our dataset. All trees supported a relatively basal position of African strains, which were isolated from Homo sapiens, suggesting it was an important region for early diversification and confirming we were one of the earliest hosts of the species. Evolution of US strains was affected by lateral acquisition of 57 exclusive genes from, including genes important for virulence. A clade of three US localities, distant from one another, is under even faster evolutionary rates supported by core-coding, indels, and pangenome. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-03 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/72516 Patané, José S.L.; Martins, Joaquim; Castelão, Ana Beatriz; Nishibe, Christiane; Montera, Luciana; et al.; Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses; Oxford University Press; Genome Biology and Evolution; 9; 3; 3-2017; 521-535 1759-6653 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/72516 |
identifier_str_mv |
Patané, José S.L.; Martins, Joaquim; Castelão, Ana Beatriz; Nishibe, Christiane; Montera, Luciana; et al.; Patterns and Processes of Mycobacterium bovis Evolution Revealed by Phylogenomic Analyses; Oxford University Press; Genome Biology and Evolution; 9; 3; 3-2017; 521-535 1759-6653 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/url/https://academic.oup.com/gbe/article/9/3/521/2992613 info:eu-repo/semantics/altIdentifier/doi/10.1093/gbe/evx022 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/msword application/pdf |
dc.publisher.none.fl_str_mv |
Oxford University Press |
publisher.none.fl_str_mv |
Oxford University Press |
dc.source.none.fl_str_mv |
reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
reponame_str |
CONICET Digital (CONICET) |
collection |
CONICET Digital (CONICET) |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
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CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.mail.fl_str_mv |
dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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13.22299 |