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Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species
Although Lactobacillus dominance is one of the commonest characteristics of many healthy vaginal microbiomes, a significant proportion of healthy women lack an appreciable amount of Lactobacillus in their microbiome. Indeed, the vaginal microbiomes of many BV (bacterial vaginosis) patients lack the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689377/ https://www.ncbi.nlm.nih.gov/pubmed/33294139 http://dx.doi.org/10.1016/j.csbj.2020.10.033 |
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author | Li, Wendy Ma, Zhanshan (Sam) |
author_facet | Li, Wendy Ma, Zhanshan (Sam) |
author_sort | Li, Wendy |
collection | PubMed |
description | Although Lactobacillus dominance is one of the commonest characteristics of many healthy vaginal microbiomes, a significant proportion of healthy women lack an appreciable amount of Lactobacillus in their microbiome. Indeed, the vaginal microbiomes of many BV (bacterial vaginosis) patients lack the dominance by Lactobacillus. One would wonder what are special with those healthy non-Lactobacillus dominated vaginal microbiomes (nLDVM)? Here we re-analyzed the vaginal microbiome datasets of 1107 postpartum women in rural Malawi Doyle et al. (2018) using species dominance network (SDN) analysis. We discovered that: (i) The DN of the nLDVM is predominantly mutualistic, where most competitive (negative) relationships were from bacterial vaginosis-associated bacteria (BVAB), >60% occurred between BVAB and non-BVAB genera. Gardnerella was inhibited by a mutualistic combination of 23 genera, and Lactobacillus by 15 genera. These may be possible mechanisms by which the microbiome maintains high diversity but avoids dominance by Gardnerella or Lactobacillus. Gardnerella and Lactobacillus were only cooperated with a few genera, but they were positively connected with each other. The suppressed Lactobacillus species positively associated with Gardnerella was Lactobacillus iners, indicating that L. iners might act as an “enemy” in the Lactobacillus-poor vaginal microbiome, and inhibition of Gardnerella and L. iners might be a self-protective mechanism to maintain stability and health of this microbiome. (ii) We identified skeletons of the DNs and separate pathways consisting of high salience skeletons. Finegoldia species and Staphylococcus epidermidis were the hubs of the skeleton network. The roles that they play in the nLDVM deserve more attention of future studies. |
format | Online Article Text |
id | pubmed-7689377 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-76893772020-12-07 Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species Li, Wendy Ma, Zhanshan (Sam) Comput Struct Biotechnol J Research Article Although Lactobacillus dominance is one of the commonest characteristics of many healthy vaginal microbiomes, a significant proportion of healthy women lack an appreciable amount of Lactobacillus in their microbiome. Indeed, the vaginal microbiomes of many BV (bacterial vaginosis) patients lack the dominance by Lactobacillus. One would wonder what are special with those healthy non-Lactobacillus dominated vaginal microbiomes (nLDVM)? Here we re-analyzed the vaginal microbiome datasets of 1107 postpartum women in rural Malawi Doyle et al. (2018) using species dominance network (SDN) analysis. We discovered that: (i) The DN of the nLDVM is predominantly mutualistic, where most competitive (negative) relationships were from bacterial vaginosis-associated bacteria (BVAB), >60% occurred between BVAB and non-BVAB genera. Gardnerella was inhibited by a mutualistic combination of 23 genera, and Lactobacillus by 15 genera. These may be possible mechanisms by which the microbiome maintains high diversity but avoids dominance by Gardnerella or Lactobacillus. Gardnerella and Lactobacillus were only cooperated with a few genera, but they were positively connected with each other. The suppressed Lactobacillus species positively associated with Gardnerella was Lactobacillus iners, indicating that L. iners might act as an “enemy” in the Lactobacillus-poor vaginal microbiome, and inhibition of Gardnerella and L. iners might be a self-protective mechanism to maintain stability and health of this microbiome. (ii) We identified skeletons of the DNs and separate pathways consisting of high salience skeletons. Finegoldia species and Staphylococcus epidermidis were the hubs of the skeleton network. The roles that they play in the nLDVM deserve more attention of future studies. Research Network of Computational and Structural Biotechnology 2020-11-10 /pmc/articles/PMC7689377/ /pubmed/33294139 http://dx.doi.org/10.1016/j.csbj.2020.10.033 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Li, Wendy Ma, Zhanshan (Sam) Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species |
title | Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species |
title_full | Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species |
title_fullStr | Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species |
title_full_unstemmed | Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species |
title_short | Dominance network analysis of the healthy human vaginal microbiome not dominated by Lactobacillus species |
title_sort | dominance network analysis of the healthy human vaginal microbiome not dominated by lactobacillus species |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689377/ https://www.ncbi.nlm.nih.gov/pubmed/33294139 http://dx.doi.org/10.1016/j.csbj.2020.10.033 |
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