The ocular surface microbiome of rhesus macaques

Abstract Background The ocular surface microbiota (OSM) is important for eye health, and variations in OSM composition have been associated with multiple diseases in humans. Studies of OSM-disease dynamics in humans are confounded by lifestyle factors. Animal models provide a complementary approach...

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Main Authors: Joelle K. Hass, Arthur G. Fernandes, Michael J. Montague, Armando Burgos-Rodriguez, Melween I. Martinez, Lauren J. N. Brent, Noah Snyder-Mackler, John Danias, Gadi Wollstein, James P. Higham, Amanda D. Melin
Format: Article
Language:English
Published: BMC 2025-08-01
Series:Animal Microbiome
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Online Access:https://doi.org/10.1186/s42523-025-00454-4
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author Joelle K. Hass
Arthur G. Fernandes
Michael J. Montague
Armando Burgos-Rodriguez
Melween I. Martinez
Lauren J. N. Brent
Noah Snyder-Mackler
John Danias
Gadi Wollstein
James P. Higham
Amanda D. Melin
author_facet Joelle K. Hass
Arthur G. Fernandes
Michael J. Montague
Armando Burgos-Rodriguez
Melween I. Martinez
Lauren J. N. Brent
Noah Snyder-Mackler
John Danias
Gadi Wollstein
James P. Higham
Amanda D. Melin
author_sort Joelle K. Hass
collection DOAJ
description Abstract Background The ocular surface microbiota (OSM) is important for eye health, and variations in OSM composition have been associated with multiple diseases in humans. Studies of OSM-disease dynamics in humans are confounded by lifestyle factors. Animal models provide a complementary approach to understanding biological systems, free from many confounds of human studies. Here, we provide the first study of the OSM of rhesus macaques, a premier animal model for eye health and disease. We describe the taxonomy of the rhesus macaque OSM, and explore compositional correlations with age, sex, and living condition. Methods We analyzed eyelid and conjunctival microbiota swabs from 132 individual rhesus macaques (Macaca mulatta) (57 males, 75 females, 1–26 years old) from one captive and one free-ranging group using 16 S rRNA V3/V4 MiSeq sequencing. We investigated alpha diversity, beta diversity, and differential abundance. Results We found several similarities between the top Phyla and Genera of the rhesus macaque OSM and those reported in human literature. Significantly higher alpha diversity, which may reflect age-related ocular surface mucous membrane integrity and immune function, was present in younger individuals compared to older ones. Higher alpha diversity was also present in free-ranging rhesus macaques compared to ones in captivity, possibly related to differences in diet, exercise, and medical exposures between macaques in different living conditions. Beta diversity was most strongly influenced by individual identity, followed by living conditions. Sex did not correlate with any OSM variation. Conclusions In this study we describe the taxonomic composition of the rhesus macaque OSM, and identify significant differences in alpha and beta diversity according to individual nonhuman primate host variables and the surrounding environment. Our findings suggest composition of the nonhuman primate OSM is shaped by age-related physiology, individual identity, and external living conditions. Our results offer novel insights into an underexplored region of the primate microbiome and highlight the utility of rhesus macaques as a model system for investigating the links between the OSM, ocular health, and disease.
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spelling doaj-art-e3fd33dae3d94b99831598ed9b65488f2025-08-24T11:52:59ZengBMCAnimal Microbiome2524-46712025-08-017111210.1186/s42523-025-00454-4The ocular surface microbiome of rhesus macaquesJoelle K. Hass0Arthur G. Fernandes1Michael J. Montague2Armando Burgos-Rodriguez3Melween I. Martinez4Lauren J. N. Brent5Noah Snyder-Mackler6John Danias7Gadi Wollstein8James P. Higham9Amanda D. Melin10Department of Anthropology and Archaeology, University of CalgaryDepartment of Anthropology and Archaeology, University of CalgaryDepartment of Neuroscience, University of PennsylvaniaUniversity of Puerto Rico (Caribbean Primate Research Center)University of Puerto Rico (Caribbean Primate Research Center)University of Exeter (Center for Research in Animal Behavior)School of Life Sciences, Arizona State UniversityDepartment of Ophthalmology, SUNY Downstate Health Sciences UniversityWills Eye HospitalDepartment of Anthropology, New York University College of Arts & ScienceDepartment of Anthropology and Archaeology, University of CalgaryAbstract Background The ocular surface microbiota (OSM) is important for eye health, and variations in OSM composition have been associated with multiple diseases in humans. Studies of OSM-disease dynamics in humans are confounded by lifestyle factors. Animal models provide a complementary approach to understanding biological systems, free from many confounds of human studies. Here, we provide the first study of the OSM of rhesus macaques, a premier animal model for eye health and disease. We describe the taxonomy of the rhesus macaque OSM, and explore compositional correlations with age, sex, and living condition. Methods We analyzed eyelid and conjunctival microbiota swabs from 132 individual rhesus macaques (Macaca mulatta) (57 males, 75 females, 1–26 years old) from one captive and one free-ranging group using 16 S rRNA V3/V4 MiSeq sequencing. We investigated alpha diversity, beta diversity, and differential abundance. Results We found several similarities between the top Phyla and Genera of the rhesus macaque OSM and those reported in human literature. Significantly higher alpha diversity, which may reflect age-related ocular surface mucous membrane integrity and immune function, was present in younger individuals compared to older ones. Higher alpha diversity was also present in free-ranging rhesus macaques compared to ones in captivity, possibly related to differences in diet, exercise, and medical exposures between macaques in different living conditions. Beta diversity was most strongly influenced by individual identity, followed by living conditions. Sex did not correlate with any OSM variation. Conclusions In this study we describe the taxonomic composition of the rhesus macaque OSM, and identify significant differences in alpha and beta diversity according to individual nonhuman primate host variables and the surrounding environment. Our findings suggest composition of the nonhuman primate OSM is shaped by age-related physiology, individual identity, and external living conditions. Our results offer novel insights into an underexplored region of the primate microbiome and highlight the utility of rhesus macaques as a model system for investigating the links between the OSM, ocular health, and disease.https://doi.org/10.1186/s42523-025-00454-4Eye microbiomeNonhuman primatesMiSeq16SAmplicon sequencing
spellingShingle Joelle K. Hass
Arthur G. Fernandes
Michael J. Montague
Armando Burgos-Rodriguez
Melween I. Martinez
Lauren J. N. Brent
Noah Snyder-Mackler
John Danias
Gadi Wollstein
James P. Higham
Amanda D. Melin
The ocular surface microbiome of rhesus macaques
Animal Microbiome
Eye microbiome
Nonhuman primates
MiSeq
16S
Amplicon sequencing
title The ocular surface microbiome of rhesus macaques
title_full The ocular surface microbiome of rhesus macaques
title_fullStr The ocular surface microbiome of rhesus macaques
title_full_unstemmed The ocular surface microbiome of rhesus macaques
title_short The ocular surface microbiome of rhesus macaques
title_sort ocular surface microbiome of rhesus macaques
topic Eye microbiome
Nonhuman primates
MiSeq
16S
Amplicon sequencing
url https://doi.org/10.1186/s42523-025-00454-4
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