TY - JOUR
T1 - Large Comparative Analyses of Primate Body Site Microbiomes Indicate that the Oral Microbiome Is Unique among All Body Sites and Conserved among Nonhuman Primates
AU - Asangba, Abigail E.
AU - Mugisha, Lawrence
AU - Rukundo, Joshua
AU - Lewis, Rebecca J.
AU - Halajian, Ali
AU - Cortés-Ortiz, Liliana
AU - Junge, Randall E.
AU - Irwin, Mitchell T.
AU - Karlson, Johan
AU - Perkin, Andrew
AU - Watsa, Mrinalini
AU - Erkenswick, Gideon
AU - Bales, Karen L.
AU - Patton, Dorothy L.
AU - Jasinska, Anna J.
AU - Fernandez-Duque, Eduardo
AU - Leigh, Steven R.
AU - Stumpf, Rebecca M.
N1 - We are especially grateful to the following collaborators: Jay Kaplan, Matthew Jorgensen, Jennifer Danzy Cramer, Trudy Turner, Nelson Freimer, Christopher A. Schmitt, Alison Grand, Oliver (Pess) Morton, Gabriella Skollar, and all original research teams and centers associated with each sample collection effort including the Gibbon Conservation Center, USA, and the Yerkes National Primate Research Center at Emory University, USA. We are grateful to the governments and local agencies associated with each nation where samples were collected for support with permissions and logistics. A.E.A. and R.M.S. also thank members of the Stumpf laboratory, especially Nicole Murray, Taylor Crooks, Faith Teodoro, Matthew Kim, Chris Yao, Negin Valizadegan, Michael Nute, and Alekha Charles, for all their efforts with sample preparation and curation, discussions, and feedback. R.J.L. would also like to thank the Madagascar National Parks, CAFF/CORE, MICET, and the University of Antananarivo. Thanks to Prof. W. J. Luus-Powell (DSI-NRF SARChI Chair (Ecosystem Health), University of Limpopo) for supporting A.H.M.W. and G.E. would like to thank he Peruvian Ministry of Agriculture (SERFOR), FPI research assistants and staff of Conservaci\u00F3n Amaz\u00F3nica for their support in sample collection and storage. This work was supported by various grants, including NSF BCS 0935347 (to R.M.S. and S.R.L.) and NSF BCS 0820709 (to R.M.S.), NSF BCS 0962807 (to L.C.-O.), NIH/NIAID HHSN266200700013C, N01-AI70013, and NIH ORIP P51 479 OD010425 (to D.L.P.), NIH R01RR0163009, NIH R01OD010980, and NIH R01RR016300 (to N.F., A.J.J., T.T., and J.D.K.), NIH P40-OD010965, NCRR P40-RR019963, and VA247-P-0447 (to J.K.), as well as funding (to E.F.-D.) from the Wenner-Gren Foundation, the L.S.B. Leakey Foundation, the National Geographic Society, and grants number NSF-BCS-0621020, -1232349, -1503753, and -1848954, RAPID-1219368, DDIG-1540255, NSF-REU 0837921, -0924352, and -1026991, NIAP30 AG012836-19, and NICHD R24 HD-044964-11. This work was also indirectly supported by grant NIH OD011107 to the California National Primate Research Center (CNPRC). We declare that we have no competing interests.
This work was also indirectly supported by grant NIH OD011107 to the California National Primate Research Center (CNPRC). We declare that we have no competing interests.
This work was supported by various grants, including NSF BCS 0935347 (to R.M.S. and S.R.L.) and NSF BCS 0820709 (to R.M.S.), NSF BCS 0962807 (to L.C.-O.), NIH/NIAID HHSN266200700013C, N01-AI70013, and NIH ORIP P51 479 OD010425 (to D.L.P.), NIH R01RR0163009, NIH R01OD010980, and NIH R01RR016300 (to N.F., A.J.J., T.T., and J.D.K.), NIH P40-OD010965, NCRR P40-RR019963, and VA247-P-0447 (to J.K.), as well as funding (to E.F.-D.) from the Wenner-Gren Foundation, the L.S.B. Leakey Foundation, the National Geographic Society, and grants number NSF-BCS-0621020, -1232349, -1503753, and -1848954, RAPID-1219368, DDIG-1540255, NSF-REU 0837921, -0924352, and -1026991, NIA-P30 AG012836-19, and NICHD R24 HD-044964-11.
PY - 2022/6
Y1 - 2022/6
N2 - The study of the mammalian microbiome serves as a critical tool for understanding host-microbial diversity and coevolution and the impact of bacterial communities on host health. While studies of specific microbial systems (e.g., in the human gut) have rapidly increased, large knowledge gaps remain, hindering our understanding of the determinants and levels of variation in microbiomes across multiple body sites and host species. Here, we compare microbiome community compositions from eight distinct body sites among 17 phylogenetically diverse species of nonhuman primates (NHPs), representing the largest comparative study of microbial diversity across primate host species and body sites. Analysis of 898 samples predominantly acquired in the wild demonstrated that oral microbiomes were unique in their clustering, with distinctive divergence from all other body site microbiomes. In contrast, all other body site microbiomes clustered principally by host species and differentiated by body site within host species. These results highlight two key findings: (i) the oral microbiome is unique compared to all other body site microbiomes and conserved among diverse nonhuman primates, despite their considerable dietary and phylogenetic differences, and (ii) assessments of the determinants of host-microbial diversity are relative to the level of the comparison (i.e., intra-/inter-body site, -host species, and -individual), emphasizing the need for broader comparative microbial analyses across diverse hosts to further elucidate host-microbial dynamics, evolutionary and biological patterns of variation, and implications for human-microbial coevolution. IMPORTANCE The microbiome is critical to host health and disease, but much remains unknown about the determinants, levels, and evolution of host-microbial diversity. The relationship between hosts and their associated microbes is complex. Most studies to date have focused on the gut microbiome; however, large gaps remain in our understanding of host-microbial diversity, coevolution, and levels of variation in microbiomes across multiple body sites and host species. To better understand the patterns of variation and evolutionary context of host-microbial communities, we conducted one of the largest comparative studies to date, which indicated that the oral microbiome was distinct from the microbiomes of all other body sites and convergent across host species, suggesting conserved niche specialization within the Primates order. We also show the importance of host species differences in shaping the microbiome within specific body sites. This large, comparative study contributes valuable information on key patterns of variation among hosts and body sites, with implications for understanding host-microbial dynamics and human-microbial coevolution.
AB - The study of the mammalian microbiome serves as a critical tool for understanding host-microbial diversity and coevolution and the impact of bacterial communities on host health. While studies of specific microbial systems (e.g., in the human gut) have rapidly increased, large knowledge gaps remain, hindering our understanding of the determinants and levels of variation in microbiomes across multiple body sites and host species. Here, we compare microbiome community compositions from eight distinct body sites among 17 phylogenetically diverse species of nonhuman primates (NHPs), representing the largest comparative study of microbial diversity across primate host species and body sites. Analysis of 898 samples predominantly acquired in the wild demonstrated that oral microbiomes were unique in their clustering, with distinctive divergence from all other body site microbiomes. In contrast, all other body site microbiomes clustered principally by host species and differentiated by body site within host species. These results highlight two key findings: (i) the oral microbiome is unique compared to all other body site microbiomes and conserved among diverse nonhuman primates, despite their considerable dietary and phylogenetic differences, and (ii) assessments of the determinants of host-microbial diversity are relative to the level of the comparison (i.e., intra-/inter-body site, -host species, and -individual), emphasizing the need for broader comparative microbial analyses across diverse hosts to further elucidate host-microbial dynamics, evolutionary and biological patterns of variation, and implications for human-microbial coevolution. IMPORTANCE The microbiome is critical to host health and disease, but much remains unknown about the determinants, levels, and evolution of host-microbial diversity. The relationship between hosts and their associated microbes is complex. Most studies to date have focused on the gut microbiome; however, large gaps remain in our understanding of host-microbial diversity, coevolution, and levels of variation in microbiomes across multiple body sites and host species. To better understand the patterns of variation and evolutionary context of host-microbial communities, we conducted one of the largest comparative studies to date, which indicated that the oral microbiome was distinct from the microbiomes of all other body sites and convergent across host species, suggesting conserved niche specialization within the Primates order. We also show the importance of host species differences in shaping the microbiome within specific body sites. This large, comparative study contributes valuable information on key patterns of variation among hosts and body sites, with implications for understanding host-microbial dynamics and human-microbial coevolution.
KW - microbiome
KW - nonhuman primates
KW - variation
UR - http://www.scopus.com/inward/record.url?scp=85133214640&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85133214640&partnerID=8YFLogxK
U2 - 10.1128/spectrum.01643-21
DO - 10.1128/spectrum.01643-21
M3 - Article
C2 - 35587638
AN - SCOPUS:85133214640
SN - 2165-0497
VL - 10
JO - Microbiology Spectrum
JF - Microbiology Spectrum
IS - 3
ER -