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Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques

BACKGROUND: An individual’s microbiome changes over the course of its lifetime, especially during infancy, and again in old age. Confounding factors such as diet and healthcare make it difficult to disentangle the interactions between age, health, and microbial changes in humans. Animal models prese...

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Autores principales: Janiak, Mareike C., Montague, Michael J., Villamil, Catalina I., Stock, Michala K., Trujillo, Amber E., DePasquale, Allegra N., Orkin, Joseph D., Bauman Surratt, Samuel E., Gonzalez, Olga, Platt, Michael L., Martínez, Melween I., Antón, Susan C., Dominguez-Bello, Maria Gloria, Melin, Amanda D., Higham, James P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986251/
https://www.ncbi.nlm.nih.gov/pubmed/33752735
http://dx.doi.org/10.1186/s40168-021-01009-w
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author Janiak, Mareike C.
Montague, Michael J.
Villamil, Catalina I.
Stock, Michala K.
Trujillo, Amber E.
DePasquale, Allegra N.
Orkin, Joseph D.
Bauman Surratt, Samuel E.
Gonzalez, Olga
Platt, Michael L.
Martínez, Melween I.
Antón, Susan C.
Dominguez-Bello, Maria Gloria
Melin, Amanda D.
Higham, James P.
author_facet Janiak, Mareike C.
Montague, Michael J.
Villamil, Catalina I.
Stock, Michala K.
Trujillo, Amber E.
DePasquale, Allegra N.
Orkin, Joseph D.
Bauman Surratt, Samuel E.
Gonzalez, Olga
Platt, Michael L.
Martínez, Melween I.
Antón, Susan C.
Dominguez-Bello, Maria Gloria
Melin, Amanda D.
Higham, James P.
author_sort Janiak, Mareike C.
collection PubMed
description BACKGROUND: An individual’s microbiome changes over the course of its lifetime, especially during infancy, and again in old age. Confounding factors such as diet and healthcare make it difficult to disentangle the interactions between age, health, and microbial changes in humans. Animal models present an excellent opportunity to study age- and sex-linked variation in the microbiome, but captivity is known to influence animal microbial abundance and composition, while studies of free-ranging animals are typically limited to studies of the fecal microbiome using samples collected non-invasively. Here, we analyze a large dataset of oral, rectal, and genital swabs collected from 105 free-ranging rhesus macaques (Macaca mulatta, aged 1 month-26 years), comprising one entire social group, from the island of Cayo Santiago, Puerto Rico. We sequenced 16S V4 rRNA amplicons for all samples. RESULTS: Infant gut microbial communities had significantly higher relative abundances of Bifidobacterium and Bacteroides and lower abundances of Ruminococcus, Fibrobacter, and Treponema compared to older age groups, consistent with a diet high in milk rather than solid foods. The genital microbiome varied widely between males and females in beta-diversity, taxonomic composition, and predicted functional profiles. Interestingly, only penile, but not vaginal, microbiomes exhibited distinct age-related changes in microbial beta-diversity, taxonomic composition, and predicted functions. Oral microbiome composition was associated with age, and was most distinctive between infants and other age classes. CONCLUSIONS: Across all three body regions, with notable exceptions in the penile microbiome, while infants were distinctly different from other age groups, microbiomes of adults were relatively invariant, even in advanced age. While vaginal microbiomes were exceptionally stable, penile microbiomes were quite variable, especially at the onset of reproductive age. Relative invariance among adults, including elderly individuals, is contrary to findings in humans and mice. We discuss potential explanations for this observation, including that age-related microbiome variation seen in humans may be related to changes in diet and lifestyle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01009-w.
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spelling pubmed-79862512021-03-24 Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques Janiak, Mareike C. Montague, Michael J. Villamil, Catalina I. Stock, Michala K. Trujillo, Amber E. DePasquale, Allegra N. Orkin, Joseph D. Bauman Surratt, Samuel E. Gonzalez, Olga Platt, Michael L. Martínez, Melween I. Antón, Susan C. Dominguez-Bello, Maria Gloria Melin, Amanda D. Higham, James P. Microbiome Research BACKGROUND: An individual’s microbiome changes over the course of its lifetime, especially during infancy, and again in old age. Confounding factors such as diet and healthcare make it difficult to disentangle the interactions between age, health, and microbial changes in humans. Animal models present an excellent opportunity to study age- and sex-linked variation in the microbiome, but captivity is known to influence animal microbial abundance and composition, while studies of free-ranging animals are typically limited to studies of the fecal microbiome using samples collected non-invasively. Here, we analyze a large dataset of oral, rectal, and genital swabs collected from 105 free-ranging rhesus macaques (Macaca mulatta, aged 1 month-26 years), comprising one entire social group, from the island of Cayo Santiago, Puerto Rico. We sequenced 16S V4 rRNA amplicons for all samples. RESULTS: Infant gut microbial communities had significantly higher relative abundances of Bifidobacterium and Bacteroides and lower abundances of Ruminococcus, Fibrobacter, and Treponema compared to older age groups, consistent with a diet high in milk rather than solid foods. The genital microbiome varied widely between males and females in beta-diversity, taxonomic composition, and predicted functional profiles. Interestingly, only penile, but not vaginal, microbiomes exhibited distinct age-related changes in microbial beta-diversity, taxonomic composition, and predicted functions. Oral microbiome composition was associated with age, and was most distinctive between infants and other age classes. CONCLUSIONS: Across all three body regions, with notable exceptions in the penile microbiome, while infants were distinctly different from other age groups, microbiomes of adults were relatively invariant, even in advanced age. While vaginal microbiomes were exceptionally stable, penile microbiomes were quite variable, especially at the onset of reproductive age. Relative invariance among adults, including elderly individuals, is contrary to findings in humans and mice. We discuss potential explanations for this observation, including that age-related microbiome variation seen in humans may be related to changes in diet and lifestyle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40168-021-01009-w. BioMed Central 2021-03-22 /pmc/articles/PMC7986251/ /pubmed/33752735 http://dx.doi.org/10.1186/s40168-021-01009-w Text en © The Author(s) 2021 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/. The Creative Commons Public Domain Dedication waiver (http://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
Janiak, Mareike C.
Montague, Michael J.
Villamil, Catalina I.
Stock, Michala K.
Trujillo, Amber E.
DePasquale, Allegra N.
Orkin, Joseph D.
Bauman Surratt, Samuel E.
Gonzalez, Olga
Platt, Michael L.
Martínez, Melween I.
Antón, Susan C.
Dominguez-Bello, Maria Gloria
Melin, Amanda D.
Higham, James P.
Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques
title Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques
title_full Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques
title_fullStr Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques
title_full_unstemmed Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques
title_short Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques
title_sort age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986251/
https://www.ncbi.nlm.nih.gov/pubmed/33752735
http://dx.doi.org/10.1186/s40168-021-01009-w
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