Cargando…

Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads

The cervical microbiota is essential in female sexual health, and its altered states seem to have a central role in the dynamic of high-risk papillomavirus (hrHPV) infections. This study aimed to evaluate the variation in bacterial communities’ compositions according to hrHPV. We collected two sampl...

Descripción completa

Detalles Bibliográficos
Autores principales: Camargo, Milena, Vega, Laura, Muñoz, Marina, Sánchez, Ricardo, Patarroyo, Manuel Elkin, Ramírez, Juan David, Patarroyo, Manuel Alfonso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9781391/
https://www.ncbi.nlm.nih.gov/pubmed/36560678
http://dx.doi.org/10.3390/v14122674
_version_ 1784857062582255616
author Camargo, Milena
Vega, Laura
Muñoz, Marina
Sánchez, Ricardo
Patarroyo, Manuel Elkin
Ramírez, Juan David
Patarroyo, Manuel Alfonso
author_facet Camargo, Milena
Vega, Laura
Muñoz, Marina
Sánchez, Ricardo
Patarroyo, Manuel Elkin
Ramírez, Juan David
Patarroyo, Manuel Alfonso
author_sort Camargo, Milena
collection PubMed
description The cervical microbiota is essential in female sexual health, and its altered states seem to have a central role in the dynamic of high-risk papillomavirus (hrHPV) infections. This study aimed to evaluate the variation in bacterial communities’ compositions according to hrHPV. We collected two samples per woman, with a difference of 12 ± 1 months between them, and performed a follow-up on 66 of these women. The viral load (VL) of the hrHPV was estimated by quantitative PCR (qPCR), then it was normalized (using the HMBS gene as reference) and transformed to the Log(10) scale to facilitate the interpretation. The VL was categorized as Negative, without hrHPV copies; Low, less than 10(0) hrHPV copies; Medium, between 10(0) to 10(2) hrHPV copies; and High, >10(2) hrHPV copies. The microbiota composition was described through the Illumina Novaseq PE250 platform. The diversity analyses revealed changes regarding the hrHPV VL, where women with low VL (<10(0) hrHPV copies) presented high diversity. The community state type (CST) IV was the most common. However, in women with high VL, a lower association with Lactobacillus depletion was found. Lactobacillus gallinarum and L. iners were the most abundant species in women with high VL, whereas women with low VL had a 6.06 greater probability of exhibiting Lactobacillus dominance. We identified conspicuous differences in the abundance of 78 bacterial genera between women with low and high VL, where 26 were depleted (e.g., Gardnerella) and 52 increased (e.g., Mycoplasma). A multilevel mixed-effects linear regression showed changes in the diversity due to the interaction between the measurement time and the VL, with a decrease in diversity in the second follow-up in women with low VL (Coeff. = 0.47), whereas the women with medium VL displayed an increase in diversity (Coeff. = 0.58). Here, we report for the first time that the cervical microbiota is influenced by the number of copies of hrHPV, where a decrease in the abundance of Lactobacillus, greater diversity, and enrichment of bacterial taxa is relevant in women with low VL.
format Online
Article
Text
id pubmed-9781391
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-97813912022-12-24 Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads Camargo, Milena Vega, Laura Muñoz, Marina Sánchez, Ricardo Patarroyo, Manuel Elkin Ramírez, Juan David Patarroyo, Manuel Alfonso Viruses Article The cervical microbiota is essential in female sexual health, and its altered states seem to have a central role in the dynamic of high-risk papillomavirus (hrHPV) infections. This study aimed to evaluate the variation in bacterial communities’ compositions according to hrHPV. We collected two samples per woman, with a difference of 12 ± 1 months between them, and performed a follow-up on 66 of these women. The viral load (VL) of the hrHPV was estimated by quantitative PCR (qPCR), then it was normalized (using the HMBS gene as reference) and transformed to the Log(10) scale to facilitate the interpretation. The VL was categorized as Negative, without hrHPV copies; Low, less than 10(0) hrHPV copies; Medium, between 10(0) to 10(2) hrHPV copies; and High, >10(2) hrHPV copies. The microbiota composition was described through the Illumina Novaseq PE250 platform. The diversity analyses revealed changes regarding the hrHPV VL, where women with low VL (<10(0) hrHPV copies) presented high diversity. The community state type (CST) IV was the most common. However, in women with high VL, a lower association with Lactobacillus depletion was found. Lactobacillus gallinarum and L. iners were the most abundant species in women with high VL, whereas women with low VL had a 6.06 greater probability of exhibiting Lactobacillus dominance. We identified conspicuous differences in the abundance of 78 bacterial genera between women with low and high VL, where 26 were depleted (e.g., Gardnerella) and 52 increased (e.g., Mycoplasma). A multilevel mixed-effects linear regression showed changes in the diversity due to the interaction between the measurement time and the VL, with a decrease in diversity in the second follow-up in women with low VL (Coeff. = 0.47), whereas the women with medium VL displayed an increase in diversity (Coeff. = 0.58). Here, we report for the first time that the cervical microbiota is influenced by the number of copies of hrHPV, where a decrease in the abundance of Lactobacillus, greater diversity, and enrichment of bacterial taxa is relevant in women with low VL. MDPI 2022-11-29 /pmc/articles/PMC9781391/ /pubmed/36560678 http://dx.doi.org/10.3390/v14122674 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Camargo, Milena
Vega, Laura
Muñoz, Marina
Sánchez, Ricardo
Patarroyo, Manuel Elkin
Ramírez, Juan David
Patarroyo, Manuel Alfonso
Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads
title Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads
title_full Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads
title_fullStr Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads
title_full_unstemmed Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads
title_short Changes in the Cervical Microbiota of Women with Different High-Risk Human Papillomavirus Loads
title_sort changes in the cervical microbiota of women with different high-risk human papillomavirus loads
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9781391/
https://www.ncbi.nlm.nih.gov/pubmed/36560678
http://dx.doi.org/10.3390/v14122674
work_keys_str_mv AT camargomilena changesinthecervicalmicrobiotaofwomenwithdifferenthighriskhumanpapillomavirusloads
AT vegalaura changesinthecervicalmicrobiotaofwomenwithdifferenthighriskhumanpapillomavirusloads
AT munozmarina changesinthecervicalmicrobiotaofwomenwithdifferenthighriskhumanpapillomavirusloads
AT sanchezricardo changesinthecervicalmicrobiotaofwomenwithdifferenthighriskhumanpapillomavirusloads
AT patarroyomanuelelkin changesinthecervicalmicrobiotaofwomenwithdifferenthighriskhumanpapillomavirusloads
AT ramirezjuandavid changesinthecervicalmicrobiotaofwomenwithdifferenthighriskhumanpapillomavirusloads
AT patarroyomanuelalfonso changesinthecervicalmicrobiotaofwomenwithdifferenthighriskhumanpapillomavirusloads