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Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol
Deciphering the genotypic diversity of within-individual pathogens and verifying the evolutionary model can help elucidate resistant genotypes, virulent subpopulations, and the mechanism of opportunistic pathogenicity. However, observed polymorphic mutations (PMs) are rare and difficult to be detect...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580942/ https://www.ncbi.nlm.nih.gov/pubmed/36304301 http://dx.doi.org/10.3389/fbinf.2022.813599 |
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author | Zhou, Yan Zhao, Xue-Chao Wang, Lin-Qi Chen, Cheng-Wen Hsu, Mei-Hua Liao, Wan-Ting Deng, Xiao Yan, Qing Zhao, Guo-Ping Chen, Chyi-Liang Zhang, Liang Chiu, Cheng-Hsun |
author_facet | Zhou, Yan Zhao, Xue-Chao Wang, Lin-Qi Chen, Cheng-Wen Hsu, Mei-Hua Liao, Wan-Ting Deng, Xiao Yan, Qing Zhao, Guo-Ping Chen, Chyi-Liang Zhang, Liang Chiu, Cheng-Hsun |
author_sort | Zhou, Yan |
collection | PubMed |
description | Deciphering the genotypic diversity of within-individual pathogens and verifying the evolutionary model can help elucidate resistant genotypes, virulent subpopulations, and the mechanism of opportunistic pathogenicity. However, observed polymorphic mutations (PMs) are rare and difficult to be detected in the “dominant-lineage” model of bacterial infection due to the low frequency. The four pooled group B Streptococcus (GBS) samples were collected from the genital tracts of healthy pregnant women, and the pooled samples and the isogenic controls were genomically sequenced. Using the PMcalling program, we detected the PMs in samples and compared the results between two technical duplicates, GBS-M001T and GBS-M001C. Tested with simulated datasets, the PMcalling program showed high sensitivity especially in low-frequency PMs and reasonable specificity. The genomic sequence data from pooled samples of GBS colonizing carrier pregnant women were analyzed, and few high-frequency PMs and some low-frequency PMs were discovered, indicating a dominant-lineage evolution model. The PMs mainly were nonsynonymous and enriched in quorum sensing, glycolysis/gluconeogenesis, ATP-binding cassette (ABC) transporters, etc., suggesting antimicrobial or environmental selective pressure. The re-analysis of the published Burkholderia dolosa data showed a diverse-community model, and only a few low-frequency PMs were shared between different individuals. Genes of general control non-repressible 5-related N-acetyltransferases family, major facilitator superfamily (MFS) transporter, and ABC transporter were positive selection candidates. Our findings indicate an unreported nature of the dominant-lineage model of GBS colonization in healthy women, and a formerly not observed mutation pool in a colonized microbial community, possibly maintained by selection pressure. |
format | Online Article Text |
id | pubmed-9580942 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95809422022-10-26 Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol Zhou, Yan Zhao, Xue-Chao Wang, Lin-Qi Chen, Cheng-Wen Hsu, Mei-Hua Liao, Wan-Ting Deng, Xiao Yan, Qing Zhao, Guo-Ping Chen, Chyi-Liang Zhang, Liang Chiu, Cheng-Hsun Front Bioinform Bioinformatics Deciphering the genotypic diversity of within-individual pathogens and verifying the evolutionary model can help elucidate resistant genotypes, virulent subpopulations, and the mechanism of opportunistic pathogenicity. However, observed polymorphic mutations (PMs) are rare and difficult to be detected in the “dominant-lineage” model of bacterial infection due to the low frequency. The four pooled group B Streptococcus (GBS) samples were collected from the genital tracts of healthy pregnant women, and the pooled samples and the isogenic controls were genomically sequenced. Using the PMcalling program, we detected the PMs in samples and compared the results between two technical duplicates, GBS-M001T and GBS-M001C. Tested with simulated datasets, the PMcalling program showed high sensitivity especially in low-frequency PMs and reasonable specificity. The genomic sequence data from pooled samples of GBS colonizing carrier pregnant women were analyzed, and few high-frequency PMs and some low-frequency PMs were discovered, indicating a dominant-lineage evolution model. The PMs mainly were nonsynonymous and enriched in quorum sensing, glycolysis/gluconeogenesis, ATP-binding cassette (ABC) transporters, etc., suggesting antimicrobial or environmental selective pressure. The re-analysis of the published Burkholderia dolosa data showed a diverse-community model, and only a few low-frequency PMs were shared between different individuals. Genes of general control non-repressible 5-related N-acetyltransferases family, major facilitator superfamily (MFS) transporter, and ABC transporter were positive selection candidates. Our findings indicate an unreported nature of the dominant-lineage model of GBS colonization in healthy women, and a formerly not observed mutation pool in a colonized microbial community, possibly maintained by selection pressure. Frontiers Media S.A. 2022-06-03 /pmc/articles/PMC9580942/ /pubmed/36304301 http://dx.doi.org/10.3389/fbinf.2022.813599 Text en Copyright © 2022 Zhou, Zhao, Wang, Chen, Hsu, Liao, Deng, Yan, Zhao, Chen, Zhang and Chiu. https://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 | Bioinformatics Zhou, Yan Zhao, Xue-Chao Wang, Lin-Qi Chen, Cheng-Wen Hsu, Mei-Hua Liao, Wan-Ting Deng, Xiao Yan, Qing Zhao, Guo-Ping Chen, Chyi-Liang Zhang, Liang Chiu, Cheng-Hsun Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol |
title | Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol |
title_full | Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol |
title_fullStr | Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol |
title_full_unstemmed | Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol |
title_short | Detecting Genetic Variation of Colonizing Streptococcus agalactiae Genomes in Humans: A Precision Protocol |
title_sort | detecting genetic variation of colonizing streptococcus agalactiae genomes in humans: a precision protocol |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9580942/ https://www.ncbi.nlm.nih.gov/pubmed/36304301 http://dx.doi.org/10.3389/fbinf.2022.813599 |
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