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Microbial function and genital inflammation in young South African women at high risk of HIV infection
BACKGROUND: Female genital tract (FGT) inflammation is an important risk factor for HIV acquisition. The FGT microbiome is closely associated with inflammatory profile; however, the relative importance of microbial activities has not been established. Since proteins are key elements representing act...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7679981/ https://www.ncbi.nlm.nih.gov/pubmed/33220709 http://dx.doi.org/10.1186/s40168-020-00932-8 |
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author | Alisoltani, Arghavan Manhanzva, Monalisa T. Potgieter, Matthys Balle, Christina Bell, Liam Ross, Elizabeth Iranzadeh, Arash du Plessis, Michelle Radzey, Nina McDonald, Zac Calder, Bridget Allali, Imane Mulder, Nicola Dabee, Smritee Barnabas, Shaun Gamieldien, Hoyam Godzik, Adam Blackburn, Jonathan M. Tabb, David L. Bekker, Linda-Gail Jaspan, Heather B. Passmore, Jo-Ann S. Masson, Lindi |
author_facet | Alisoltani, Arghavan Manhanzva, Monalisa T. Potgieter, Matthys Balle, Christina Bell, Liam Ross, Elizabeth Iranzadeh, Arash du Plessis, Michelle Radzey, Nina McDonald, Zac Calder, Bridget Allali, Imane Mulder, Nicola Dabee, Smritee Barnabas, Shaun Gamieldien, Hoyam Godzik, Adam Blackburn, Jonathan M. Tabb, David L. Bekker, Linda-Gail Jaspan, Heather B. Passmore, Jo-Ann S. Masson, Lindi |
author_sort | Alisoltani, Arghavan |
collection | PubMed |
description | BACKGROUND: Female genital tract (FGT) inflammation is an important risk factor for HIV acquisition. The FGT microbiome is closely associated with inflammatory profile; however, the relative importance of microbial activities has not been established. Since proteins are key elements representing actual microbial functions, this study utilized metaproteomics to evaluate the relationship between FGT microbial function and inflammation in 113 young and adolescent South African women at high risk of HIV infection. Women were grouped as having low, medium, or high FGT inflammation by K-means clustering according to pro-inflammatory cytokine concentrations. RESULTS: A total of 3186 microbial and human proteins were identified in lateral vaginal wall swabs using liquid chromatography-tandem mass spectrometry, while 94 microbial taxa were included in the taxonomic analysis. Both metaproteomics and 16S rRNA gene sequencing analyses showed increased non-optimal bacteria and decreased lactobacilli in women with FGT inflammatory profiles. However, differences in the predicted relative abundance of most bacteria were observed between 16S rRNA gene sequencing and metaproteomics analyses. Bacterial protein functional annotations (gene ontology) predicted inflammatory cytokine profiles more accurately than bacterial relative abundance determined by 16S rRNA gene sequence analysis, as well as functional predictions based on 16S rRNA gene sequence data (p < 0.0001). The majority of microbial biological processes were underrepresented in women with high inflammation compared to those with low inflammation, including a Lactobacillus-associated signature of reduced cell wall organization and peptidoglycan biosynthesis. This signature remained associated with high FGT inflammation in a subset of 74 women 9 weeks later, was upheld after adjusting for Lactobacillus relative abundance, and was associated with in vitro inflammatory cytokine responses to Lactobacillus isolates from the same women. Reduced cell wall organization and peptidoglycan biosynthesis were also associated with high FGT inflammation in an independent sample of ten women. CONCLUSIONS: Both the presence of specific microbial taxa in the FGT and their properties and activities are critical determinants of FGT inflammation. Our findings support those of previous studies suggesting that peptidoglycan is directly immunosuppressive, and identify a possible avenue for biotherapeutic development to reduce inflammation in the FGT. To facilitate further investigations of microbial activities, we have developed the FGT-DB application that is available at http://fgtdb.org/. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-020-00932-8. |
format | Online Article Text |
id | pubmed-7679981 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-76799812020-11-23 Microbial function and genital inflammation in young South African women at high risk of HIV infection Alisoltani, Arghavan Manhanzva, Monalisa T. Potgieter, Matthys Balle, Christina Bell, Liam Ross, Elizabeth Iranzadeh, Arash du Plessis, Michelle Radzey, Nina McDonald, Zac Calder, Bridget Allali, Imane Mulder, Nicola Dabee, Smritee Barnabas, Shaun Gamieldien, Hoyam Godzik, Adam Blackburn, Jonathan M. Tabb, David L. Bekker, Linda-Gail Jaspan, Heather B. Passmore, Jo-Ann S. Masson, Lindi Microbiome Research BACKGROUND: Female genital tract (FGT) inflammation is an important risk factor for HIV acquisition. The FGT microbiome is closely associated with inflammatory profile; however, the relative importance of microbial activities has not been established. Since proteins are key elements representing actual microbial functions, this study utilized metaproteomics to evaluate the relationship between FGT microbial function and inflammation in 113 young and adolescent South African women at high risk of HIV infection. Women were grouped as having low, medium, or high FGT inflammation by K-means clustering according to pro-inflammatory cytokine concentrations. RESULTS: A total of 3186 microbial and human proteins were identified in lateral vaginal wall swabs using liquid chromatography-tandem mass spectrometry, while 94 microbial taxa were included in the taxonomic analysis. Both metaproteomics and 16S rRNA gene sequencing analyses showed increased non-optimal bacteria and decreased lactobacilli in women with FGT inflammatory profiles. However, differences in the predicted relative abundance of most bacteria were observed between 16S rRNA gene sequencing and metaproteomics analyses. Bacterial protein functional annotations (gene ontology) predicted inflammatory cytokine profiles more accurately than bacterial relative abundance determined by 16S rRNA gene sequence analysis, as well as functional predictions based on 16S rRNA gene sequence data (p < 0.0001). The majority of microbial biological processes were underrepresented in women with high inflammation compared to those with low inflammation, including a Lactobacillus-associated signature of reduced cell wall organization and peptidoglycan biosynthesis. This signature remained associated with high FGT inflammation in a subset of 74 women 9 weeks later, was upheld after adjusting for Lactobacillus relative abundance, and was associated with in vitro inflammatory cytokine responses to Lactobacillus isolates from the same women. Reduced cell wall organization and peptidoglycan biosynthesis were also associated with high FGT inflammation in an independent sample of ten women. CONCLUSIONS: Both the presence of specific microbial taxa in the FGT and their properties and activities are critical determinants of FGT inflammation. Our findings support those of previous studies suggesting that peptidoglycan is directly immunosuppressive, and identify a possible avenue for biotherapeutic development to reduce inflammation in the FGT. To facilitate further investigations of microbial activities, we have developed the FGT-DB application that is available at http://fgtdb.org/. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-020-00932-8. BioMed Central 2020-11-21 /pmc/articles/PMC7679981/ /pubmed/33220709 http://dx.doi.org/10.1186/s40168-020-00932-8 Text en © The Author(s). 2020, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/ Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Alisoltani, Arghavan Manhanzva, Monalisa T. Potgieter, Matthys Balle, Christina Bell, Liam Ross, Elizabeth Iranzadeh, Arash du Plessis, Michelle Radzey, Nina McDonald, Zac Calder, Bridget Allali, Imane Mulder, Nicola Dabee, Smritee Barnabas, Shaun Gamieldien, Hoyam Godzik, Adam Blackburn, Jonathan M. Tabb, David L. Bekker, Linda-Gail Jaspan, Heather B. Passmore, Jo-Ann S. Masson, Lindi Microbial function and genital inflammation in young South African women at high risk of HIV infection |
title | Microbial function and genital inflammation in young South African women at high risk of HIV infection |
title_full | Microbial function and genital inflammation in young South African women at high risk of HIV infection |
title_fullStr | Microbial function and genital inflammation in young South African women at high risk of HIV infection |
title_full_unstemmed | Microbial function and genital inflammation in young South African women at high risk of HIV infection |
title_short | Microbial function and genital inflammation in young South African women at high risk of HIV infection |
title_sort | microbial function and genital inflammation in young south african women at high risk of hiv infection |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7679981/ https://www.ncbi.nlm.nih.gov/pubmed/33220709 http://dx.doi.org/10.1186/s40168-020-00932-8 |
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