Cargando…

Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen

The mitis group of streptococci (MGS) is a member of the healthy human microbiome in the oral cavity and upper respiratory tract. Troublingly, some MGS are able to escape this niche and cause infective endocarditis, a severe and devastating disease. Genome-scale models have been shown to be valuable...

Descripción completa

Detalles Bibliográficos
Autores principales: Jensen, Christian S., Norsigian, Charles J., Fang, Xin, Nielsen, Xiaohui C., Christensen, Jens Jørgen, Palsson, Bernhard O., Monk, Jonathan M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7063969/
https://www.ncbi.nlm.nih.gov/pubmed/32194617
http://dx.doi.org/10.3389/fgene.2020.00116
_version_ 1783504792175247360
author Jensen, Christian S.
Norsigian, Charles J.
Fang, Xin
Nielsen, Xiaohui C.
Christensen, Jens Jørgen
Palsson, Bernhard O.
Monk, Jonathan M.
author_facet Jensen, Christian S.
Norsigian, Charles J.
Fang, Xin
Nielsen, Xiaohui C.
Christensen, Jens Jørgen
Palsson, Bernhard O.
Monk, Jonathan M.
author_sort Jensen, Christian S.
collection PubMed
description The mitis group of streptococci (MGS) is a member of the healthy human microbiome in the oral cavity and upper respiratory tract. Troublingly, some MGS are able to escape this niche and cause infective endocarditis, a severe and devastating disease. Genome-scale models have been shown to be valuable in investigating metabolism of bacteria. Here we present the first genome-scale model, iCJ415, for Streptococcus oralis SK141. We validated the model using gene essentiality and amino acid auxotrophy data from closely related species. iCJ415 has 71-76% accuracy in predicting gene essentiality and 85% accuracy in predicting amino acid auxotrophy. Further, the phenotype of S. oralis was tested using the Biolog Phenotype microarrays, giving iCJ415 a 82% accuracy in predicting carbon sources. iCJ415 can be used to explore the metabolic differences within the MGS, and to explore the complicated metabolic interactions between different species in the human oral cavity.
format Online
Article
Text
id pubmed-7063969
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-70639692020-03-19 Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen Jensen, Christian S. Norsigian, Charles J. Fang, Xin Nielsen, Xiaohui C. Christensen, Jens Jørgen Palsson, Bernhard O. Monk, Jonathan M. Front Genet Genetics The mitis group of streptococci (MGS) is a member of the healthy human microbiome in the oral cavity and upper respiratory tract. Troublingly, some MGS are able to escape this niche and cause infective endocarditis, a severe and devastating disease. Genome-scale models have been shown to be valuable in investigating metabolism of bacteria. Here we present the first genome-scale model, iCJ415, for Streptococcus oralis SK141. We validated the model using gene essentiality and amino acid auxotrophy data from closely related species. iCJ415 has 71-76% accuracy in predicting gene essentiality and 85% accuracy in predicting amino acid auxotrophy. Further, the phenotype of S. oralis was tested using the Biolog Phenotype microarrays, giving iCJ415 a 82% accuracy in predicting carbon sources. iCJ415 can be used to explore the metabolic differences within the MGS, and to explore the complicated metabolic interactions between different species in the human oral cavity. Frontiers Media S.A. 2020-03-03 /pmc/articles/PMC7063969/ /pubmed/32194617 http://dx.doi.org/10.3389/fgene.2020.00116 Text en Copyright © 2020 Jensen, Norsigian, Fang, Nielsen, Christensen, Palsson and Monk http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Jensen, Christian S.
Norsigian, Charles J.
Fang, Xin
Nielsen, Xiaohui C.
Christensen, Jens Jørgen
Palsson, Bernhard O.
Monk, Jonathan M.
Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen
title Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen
title_full Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen
title_fullStr Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen
title_full_unstemmed Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen
title_short Reconstruction and Validation of a Genome-Scale Metabolic Model of Streptococcus oralis (iCJ415), a Human Commensal and Opportunistic Pathogen
title_sort reconstruction and validation of a genome-scale metabolic model of streptococcus oralis (icj415), a human commensal and opportunistic pathogen
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7063969/
https://www.ncbi.nlm.nih.gov/pubmed/32194617
http://dx.doi.org/10.3389/fgene.2020.00116
work_keys_str_mv AT jensenchristians reconstructionandvalidationofagenomescalemetabolicmodelofstreptococcusoralisicj415ahumancommensalandopportunisticpathogen
AT norsigiancharlesj reconstructionandvalidationofagenomescalemetabolicmodelofstreptococcusoralisicj415ahumancommensalandopportunisticpathogen
AT fangxin reconstructionandvalidationofagenomescalemetabolicmodelofstreptococcusoralisicj415ahumancommensalandopportunisticpathogen
AT nielsenxiaohuic reconstructionandvalidationofagenomescalemetabolicmodelofstreptococcusoralisicj415ahumancommensalandopportunisticpathogen
AT christensenjensjørgen reconstructionandvalidationofagenomescalemetabolicmodelofstreptococcusoralisicj415ahumancommensalandopportunisticpathogen
AT palssonbernhardo reconstructionandvalidationofagenomescalemetabolicmodelofstreptococcusoralisicj415ahumancommensalandopportunisticpathogen
AT monkjonathanm reconstructionandvalidationofagenomescalemetabolicmodelofstreptococcusoralisicj415ahumancommensalandopportunisticpathogen