1
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Ntiri ES, Chun Nin Wong A. Microbial metabolites as engines of behavioral variation across animals. Gut Microbes 2025; 17:2501191. [PMID: 40357979 PMCID: PMC12077453 DOI: 10.1080/19490976.2025.2501191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 04/07/2025] [Accepted: 04/28/2025] [Indexed: 05/15/2025] Open
Abstract
The microbiome, especially that present in the gut, has emerged as a key modulator of animal behavior. However, the extent of its influence across species and behavioral repertoires, as well as the underlying mechanisms, remains poorly understood. Increasing evidence suggests that microbial metabolites play an important role in driving behavioral variation. In this review, we synthesize findings from vertebrates to invertebrates, spanning both model and non-model organisms, to define key groups of microbial-derived metabolites involved in modulating seven distinct behaviors: nutrition, olfaction, circadian rhythms, reproduction, locomotion, aggression, and social interactions. We discuss how these microbial metabolites interact with host chemosensory systems, neurotransmitter signaling, and epigenetic modifications to shape behavior. Additionally, we highlight critical gaps in mechanistic understanding, including the need to map additional host receptors and signaling pathways, as well as the untapped potential of microbial biosynthetic gene clusters as sources for novel bioactive compounds. Advancing these areas will enhance understanding of the microbiome's role in behavioral modulation and open new avenues for microbiome-based interventions for behavioral disorders.
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Affiliation(s)
- Eric Siaw Ntiri
- Entomology and Nematology Department, University of Florida, Gainesville, FL, USA
| | - Adam Chun Nin Wong
- Entomology and Nematology Department, University of Florida, Gainesville, FL, USA
- Genetics Institute, University of Florida, Gainesville, FL, USA
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2
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Gamboa DA, Flynn PJ, Horna-Lowell ES, Pinter-Wollman N. Social organization and physical environment shape the microbiome of harvester ants. Anim Microbiome 2025; 7:29. [PMID: 40108741 PMCID: PMC11921602 DOI: 10.1186/s42523-025-00390-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 02/25/2025] [Indexed: 03/22/2025] Open
Abstract
All animals harbor microbiomes, which are obtained from the surrounding environment and are impacted by host behavior and life stage. To determine how two non-mutually exclusive drivers - physical environment and social organization - affect an organism's microbiome, we examined the bacterial communities within and around nests of harvester ants (Veromessor andrei). We collected soil and nest content samples from five different ant nests. We used 16S rRNA gene sequencing and calculated alpha and beta diversity to compare bacterial diversity and community composition across samples. To test the hypotheses that physical environment and/or social organization impact ant colonies' community of microbes we compared our samples across (i) sample types (ants, brood, seeds and reproductives (winged alates), and soil), (ii) soil inside and outside the nest, and (iii) soil from different chamber types. Interestingly, we found that both the environment and social organization impact the bacterial communities of the microbiome of V. andrei colonies. Soil from the five nests differed from one another in a way that mapped onto their geographical distance. Furthermore, soil from inside the nests resembled the surrounding soil, supporting the physical environment hypothesis. However, the bacterial communities associated with the contents within the nest chambers, i.e., ants, brood, seeds, and reproductives, differed from one another and from the surrounding soil, supporting the social organization hypotheses. This study highlights the importance of considering environmental and social factors in understanding microbiome dynamics.
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Affiliation(s)
- Denisse Alejandra Gamboa
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA, 90095, USA.
| | - Peter J Flynn
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, 02138, USA
| | - Eva Sofia Horna-Lowell
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA, 90095, USA
- San Diego Natural History Museum, Balboa Park, San Diego, 92101, CA, USA
| | - Noa Pinter-Wollman
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, CA, 90095, USA
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3
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Maraci Ö, Antonatou-Papaioannou A, Jünemann S, Schneeberger K, Schulze M, Scheffler I, Caspers BA. Bats, Bacteria, and Bat Smell V.2.0: Repeatable Sex-Specific Differences in Scent Organ Microbiota. MICROBIAL ECOLOGY 2024; 87:55. [PMID: 38530469 DOI: 10.1007/s00248-024-02368-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 03/18/2024] [Indexed: 03/28/2024]
Abstract
Reproducibility is a fundamental principle in science, ensuring reliable and valid findings. However, replication studies are scarce, particularly in ecology, due to the emphasis on novelty for publication. We explored the possibility of replicating original findings in the field of microbial and chemical ecology by conducting a conceptual replication of a previous study analysing the sex-specific differences in the microbial communities inhabiting the wing sacs, a scent organ with crucial functions in olfactory communication, of greater sac-winged bat (Saccopteryx bilineata). In the original study, the skin swabs from the antebrachial wing sacs of the males and wing sac rudiments of the females were analysed using culture-dependent methods to test sex-specific differences. The authors demonstrated that males have lower microbial richness and different microbial composition than females. We attempted to reproduce these findings using 16S rRNA sequencing, which offers improved accuracy in pinpointing microbial members than culture-dependent methods because of advanced statistical methods. Our study validated the original study's findings: Males had a lower microbial richness, and the community composition differed between the sexes. Furthermore, in the current study, males had an increased abundance of bacteria that might potentially be involved in odour production and degradation of malodorous substances and antimicrobial production. Our conceptual replication study corroborated that microbes can play a role in shaping their host's olfactory phenotype and consequently influence sexual selection. Furthermore, the current study emphasises the importance of replication efforts and hopefully encourages a culture that values replication studies in scientific practice.
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Affiliation(s)
- Öncü Maraci
- Department of Behavioural Ecology, Bielefeld University, Konsequenz 45, 33619, Bielefeld, Germany.
- Joint Institute for Individualisation in a Changing Environment (JICE), University of Münster and Bielefeld University, Münster, Germany.
| | - Anna Antonatou-Papaioannou
- Evolutionary Biology, Bielefeld University, Universitätsstrasse 25, 33615, Bielefeld, Germany
- Institute of Biology-Zoology, Freie Universität Berlin, 14195, Köning-Luise-Str. 1-3, Berlin, Germany
| | - Sebastian Jünemann
- Faculty of Technology, Bielefeld University, Universitätsstrasse 25, 33615, Bielefeld, Germany
- Institute for Bio- and Geosciences, IBG-5, Research Center Jülich, Bielefeld University, Universitätsstrasse 27, 33615, Bielefeld, Germany
| | - Karin Schneeberger
- Animal Ecology, Institute of Biochemistry and Biology, University of Potsdam, Maulbeerallee 1, 14469, Potsdam, Germany
| | - Michael Schulze
- Animal Ecology, Institute of Biochemistry and Biology, University of Potsdam, Maulbeerallee 1, 14469, Potsdam, Germany
| | - Ingo Scheffler
- Evolutionary Adaptive Genomics, Institute for Biochemistry and Biology, University of Potsdam, Karl-Liebknecht-Straße 24-26, 14476, Potsdam, Germany
| | - Barbara A Caspers
- Department of Behavioural Ecology, Bielefeld University, Konsequenz 45, 33619, Bielefeld, Germany
- Joint Institute for Individualisation in a Changing Environment (JICE), University of Münster and Bielefeld University, Münster, Germany
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4
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Zhang X, Ying C, Jiang M, Lin D, You L, Yin D, Zhang J, Liu K, Xu P. The bacteria of Yangtze finless porpoise ( Neophocaena asiaeorientalis asiaeorientalis) are site-specific and distinct from freshwater environment. Front Microbiol 2022; 13:1006251. [PMID: 36605503 PMCID: PMC9808046 DOI: 10.3389/fmicb.2022.1006251] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 11/16/2022] [Indexed: 12/24/2022] Open
Abstract
Bacteria play an essential role in the health of marine mammals, and the bacteria of marine mammals are widely concerned, but less is known about freshwater mammals. In this study, we investigated the bacteria of various body sites of Yangtze finless porpoise (Neophocaena asiaeorientalis asiaeorientalis) and analyzed their association with freshwater environmental bacteria. The bacterial community and function of Yangtze finless porpoise showed apparent site-specificity. Various body sites have distinct differences in bacteria and have their dominant bacteria. Romboutsia, Plesiomonas, Actinobacillus, Candidatus Arthromitus dominated in the intestine (fecal and rectal samples). Fusobacterium, Streptococcus, and Acinetobacter dominated in the oral. The dominant genera in the blowhole include Suttonella, Psychrobacter, and two uncultured genera. Psychrobacter, Flavobacterium, and Acinetobacter were dominant in the skin. The alpha diversity of intestinal (fecal and rectal) bacteria was the lowest, while that of skin was the highest. The oral and skin bacteria of Yangtze finless porpoise significantly differed between the natural and semi-natural conditions, but no sex difference was observed. A clear boundary was found between the animal and the freshwater environmental bacteria. Even the skin bacteria, which are more affected by the environment, are significantly different from the environmental bacteria and harbor indigenous bacteria. Our results provide a comprehensive preliminary exploration of the bacteria of Yangtze finless porpoise and its association with bacteria in the freshwater environment.
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Affiliation(s)
- Xizhao Zhang
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China
| | - Congping Ying
- Wuxi Fisheries College, Nanjing Agricultural University, Wuxi, China
| | - Min Jiang
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China
| | - Danqing Lin
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China
| | - Lei You
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China
| | - Denghua Yin
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China
| | - Jialu Zhang
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China
| | - Kai Liu
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China,Wuxi Fisheries College, Nanjing Agricultural University, Wuxi, China,*Correspondence: Kai Liu,
| | - Pao Xu
- Key Laboratory of Freshwater Fisheries and Germplasm Resources Utilization, Ministry of Agriculture and Rural Affairs, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi, China,Wuxi Fisheries College, Nanjing Agricultural University, Wuxi, China,Pao Xu,
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5
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Spagnuolo OSB, Lemerle MA, Holekamp KE, Wiesel I. The value of individual identification in studies of free-living hyenas and aardwolves. Mamm Biol 2022; 102:1089-1112. [PMID: 36530605 PMCID: PMC9744671 DOI: 10.1007/s42991-022-00309-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Accepted: 09/09/2022] [Indexed: 12/15/2022]
Abstract
From population estimates to social evolution, much of our understanding of the family Hyaenidae is drawn from studies of known individuals. The extant species in this family (spotted hyenas, Crocuta crocuta, brown hyenas, Parahyaena brunnea, striped hyenas, Hyaena hyaena, and aardwolves, Proteles cristata) are behaviorally diverse, presenting an equally diverse set of logistical constraints on capturing and marking individuals. All these species are individually identifiable by their coat patterns, providing a useful alternative to man-made markings. Many studies have demonstrated the utility of this method in answering a wide range of research questions across all four species, with some employing a creative fusion of techniques. Despite its pervasiveness in basic research on hyenas and aardwolves, individual identification has rarely been applied to the conservation and management of these species. We argue that individual identification using naturally occurring markings in applied research could prove immensely helpful, as this could further improve accuracy of density estimates, reveal characteristics of suitable habitat, identify threats to population persistence, and help to identify individual problem animals.
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Affiliation(s)
| | | | | | - Ingrid Wiesel
- Brown Hyena Research Project, Lüderitz, 9000 Namibia
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6
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Ma R, Zheng W, Guo J, Hou R, Huang H, Xue F, Zhou Y, Wu W, Huang C, Gu J, Feng F, Yu X, Liu J, Li Z, Zhang L, Lan G, Chen C, Bi W, Dai Q, Owens JR, Yang H, Gu X, Yan QG, Qi D. Symbiotic microbiota and odor ensure mating in time for giant pandas. Front Microbiol 2022; 13:1015513. [PMID: 36466630 PMCID: PMC9712809 DOI: 10.3389/fmicb.2022.1015513] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 10/27/2022] [Indexed: 06/29/2024] Open
Abstract
To achieve reproduction, male solitary mammals need to locate females using chemical communication with high levels of precision. In the case of giant pandas, the total estrus period of females was usually 15 days each year, however, successful mating activity is finished within 3 days from respective home range. The mating pattern of giant pandas, where multiple males compete for each female requires females employ efficient systems to communicate their estrus phases. To verifying whether the scent secretions of giant pandas changes by gender and estrus progression, the microbiota and compounds in 29 anogenital gland samples from 14 individuals during estrus were analyzed by 16S rRNA sequencing and GC-MS. We show that the microbiota communities covary by gender with 4 particular compounds of scent secretions. Among 597 genera, 34 were identified as biomarkers that could be used to distinguish between different estrus phases. By bacterial-compounds co-analysis, 3 fatty ester acids and squalene compounds covaried with the development of estrus in the bacterial communities of female giant pandas. This study helps clarify how a large, solitary mammal expresses accurate information to improve the likelihood of successful reproduction by changing the composition of microbiota and odor compounds of anogenital glands during estrus.
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Affiliation(s)
- Rui Ma
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | | | - Junliang Guo
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Rong Hou
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - He Huang
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Fei Xue
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Yanshan Zhou
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Wei Wu
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Chong Huang
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Jiang Gu
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Feifei Feng
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Xiang Yu
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Jiabin Liu
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Zusheng Li
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Long Zhang
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Guanwei Lan
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Chao Chen
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Wenlei Bi
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
| | - Qiang Dai
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, China
| | - Jacob R. Owens
- Los Angeles Zoo & Botanical Gardens, Los Angeles, CA, United States
| | - Hong Yang
- Daxiangling Nature Reserve, Yaan, China
| | - Xiaodong Gu
- Sichuan Forestry and Grassland Bureau, Chengdu, China
| | - Qi-gui Yan
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Dunwu Qi
- Sichuan Key Laboratory of Conservation Biology for Endangered Wildlife, Chengdu Research Base of Giant Panda Breeding, Chengdu, China
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7
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Kitrinos C, Bell RB, Bradley BJ, Kamilar JM. Hair Microbiome Diversity within and across Primate Species. mSystems 2022; 7:e0047822. [PMID: 35876529 PMCID: PMC9426569 DOI: 10.1128/msystems.00478-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 07/05/2022] [Indexed: 12/24/2022] Open
Abstract
Primate hair and skin are substrates upon which social interactions occur and are host-pathogen interfaces. While human hair and skin microbiomes display body site specificity and immunological significance, little is known about the nonhuman primate (NHP) hair microbiome. Here, we collected hair samples (n = 158) from 8 body sites across 12 NHP species housed at three zoological institutions in the United States to examine the following: (1) the diversity and composition of the primate hair microbiome and (2) the factors predicting primate hair microbiome diversity and composition. If both environmental and evolutionary factors shape the microbiome, then we expect significant differences in microbiome diversity across host body sites, sexes, institutions, and species. We found our samples contained high abundances of gut-, respiratory-, and environment-associated microbiota. In addition, multiple factors predicted microbiome diversity and composition, although host species identity outweighed sex, body site, and institution as the strongest predictor. Our results suggest that hair microbial communities are affected by both evolutionary and environmental factors and are relatively similar across nonhuman primate body sites, which differs from the human condition. These findings have important implications for understanding the biology and conservation of wild and captive primates and the uniqueness of the human microbiome. IMPORTANCE We created the most comprehensive primate hair and skin data set to date, including data from 12 nonhuman primate species sampled from 8 body regions each. We find that the nonhuman primate hair microbiome is distinct from the human hair and skin microbiomes in that it is relatively uniform-as opposed to distinct-across body regions and is most abundant in gut-, environment-, and respiratory-associated microbiota rather than human skin-associated microbiota. Furthermore, we found that the nonhuman primate hair microbiome varies with host species identity, host sex, host environment, and host body site, with host species identity being the strongest predictor. This result demonstrates that nonhuman primate hair microbiome diversity varies with both evolutionary and environmental factors and within and across primate species. These findings have important implications for understanding the biology and conservation of wild and captive primates and the uniqueness of the human microbiome.
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Affiliation(s)
- Catherine Kitrinos
- Department of Anthropology, University of Massachusetts, Amherst, Massachusetts, USA
| | - Rachel B. Bell
- Graduate Program in Organismic and Evolution Biology, University of Massachusetts, Amherst, Massachusetts, USA
| | - Brenda J. Bradley
- Center for the Advanced Study of Human Paleobiology, The George Washington University, Washington, DC, USA
- Department of Anthropology, The George Washington University, Washington, DC, USA
| | - Jason M. Kamilar
- Department of Anthropology, University of Massachusetts, Amherst, Massachusetts, USA
- Graduate Program in Organismic and Evolution Biology, University of Massachusetts, Amherst, Massachusetts, USA
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8
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Alberdi A, Andersen SB, Limborg MT, Dunn RR, Gilbert MTP. Disentangling host-microbiota complexity through hologenomics. Nat Rev Genet 2022; 23:281-297. [PMID: 34675394 DOI: 10.1038/s41576-021-00421-0] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2021] [Indexed: 02/07/2023]
Abstract
Research on animal-microbiota interactions has become a central topic in biological sciences because of its relevance to basic eco-evolutionary processes and applied questions in agriculture and health. However, animal hosts and their associated microbial communities are still seldom studied in a systemic fashion. Hologenomics, the integrated study of the genetic features of a eukaryotic host alongside that of its associated microbes, is becoming a feasible - yet still underexploited - approach that overcomes this limitation. Acknowledging the biological and genetic properties of both hosts and microbes, along with the advantages and disadvantages of implemented techniques, is essential for designing optimal studies that enable some of the major questions in biology to be addressed.
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Affiliation(s)
- Antton Alberdi
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark.
| | - Sandra B Andersen
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Morten T Limborg
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Robert R Dunn
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark.,Department of Applied Ecology, North Carolina State University, Raleigh, NC, USA
| | - M Thomas P Gilbert
- Center for Evolutionary Hologenomics, The GLOBE Institute, University of Copenhagen, Copenhagen, Denmark.,University Museum, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
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Couch CE, Epps CW. Host, microbiome, and complex space: applying population and landscape genetic approaches to gut microbiome research in wild populations. J Hered 2022; 113:221-234. [PMID: 34983061 DOI: 10.1093/jhered/esab078] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 01/03/2022] [Indexed: 11/14/2022] Open
Abstract
In recent years, emerging sequencing technologies and computational tools have driven a tidal wave of research on host-associated microbiomes, particularly the gut microbiome. These studies demonstrate numerous connections between the gut microbiome and vital host functions, primarily in humans, model organisms, and domestic animals. As the adaptive importance of the gut microbiome becomes clearer, interest in studying the gut microbiomes of wild populations has increased, in part due to the potential for discovering conservation applications. The study of wildlife gut microbiomes holds many new challenges and opportunities due to the complex genetic, spatial, and environmental structure of wild host populations, and the potential for these factors to interact with the microbiome. The emerging picture of adaptive coevolution in host-microbiome relationships highlights the importance of understanding microbiome variation in the context of host population genetics and landscape heterogeneity across a wide range of host populations. We propose a conceptual framework for understanding wildlife gut microbiomes in relation to landscape variables and host population genetics, including the potential of approaches derived from landscape genetics. We use this framework to review current research, synthesize important trends, highlight implications for conservation, and recommend future directions for research. Specifically, we focus on how spatial structure and environmental variation interact with host population genetics and microbiome variation in natural populations, and what we can learn from how these patterns of covariation differ depending on host ecological and evolutionary traits.
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Affiliation(s)
- Claire E Couch
- Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Clinton W Epps
- Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Corvallis, Oregon, USA
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10
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Montgomery TM, Greenberg JR, Gunson JL, John K, Laubach ZM, Nonnamaker E, Person ES, Rogers H, Ronis EM, Smale L, Steinfield KR, Strong R, Holekamp KE, Beehner JC. Measuring salivary cortisol in wild carnivores. Horm Behav 2022; 137:105082. [PMID: 34798449 DOI: 10.1016/j.yhbeh.2021.105082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 09/19/2021] [Accepted: 10/19/2021] [Indexed: 11/04/2022]
Abstract
Salivary hormone analyses provide a useful alternative to fecal and urinary hormone analyses in non-invasive studies of behavioral endocrinology. Here, we use saliva to assess cortisol levels in a wild population of spotted hyenas (Crocuta crocuta), a gregarious carnivore living in complex social groups. We first describe a novel, non-invasive method of collecting saliva from juvenile hyenas and validate a salivary cortisol assay for use in this species. We then analyze over 260 saliva samples collected from nearly 70 juveniles to investigate the relationships between cortisol and temporal and social variables in these animals. We obtain some evidence of a bimodal daily rhythm with salivary cortisol concentrations dropping around dawn and dusk, times at which cub activity levels are changing substantially. We also find that dominant littermates have lower cortisol than singleton juveniles, but that cortisol does not vary with age, sex, or maternal social rank. Finally, we examine how social behaviors such as aggression or play affect salivary cortisol concentrations. We find that inflicting aggression on others was associated with lower cortisol concentrations. We hope that the detailed description of our methods provides wildlife researchers with the tools to measure salivary cortisol in other wild carnivores.
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Affiliation(s)
- Tracy M Montgomery
- Michigan State University, Department of Integrative Biology and Program in Ecology, Evolution, and Behavior, 288 Farm Lane, East Lansing, MI 48824, USA; Mara Hyena Project, Kenya; Max Planck Institute for Animal Behavior, Department for the Ecology of Animal Societies, Bücklestraße 5a, 78467 Konstanz, Germany.
| | - Julia R Greenberg
- Michigan State University, Department of Integrative Biology and Program in Ecology, Evolution, and Behavior, 288 Farm Lane, East Lansing, MI 48824, USA; Mara Hyena Project, Kenya; University of Wisconsin-Madison, Department of Psychology, 1202 West Johnson Street, Madison, WI 53706, USA
| | - Jessica L Gunson
- Mara Hyena Project, Kenya; New York University, Department of Anthropology, 25 Waverly Place, New York, NY 10003, USA
| | | | - Zachary M Laubach
- Michigan State University, Department of Integrative Biology and Program in Ecology, Evolution, and Behavior, 288 Farm Lane, East Lansing, MI 48824, USA; Mara Hyena Project, Kenya; University of Colorado Boulder, Department of Ecology and Evolutionary Biology, 1900 Pleasant Street, Boulder, CO 80309, USA
| | - Emily Nonnamaker
- Mara Hyena Project, Kenya; University of Notre Dame, Department of Biological Sciences, 175 Galvin Life Sciences Center, Notre Dame, IN 46556, USA
| | - Erin S Person
- Mara Hyena Project, Kenya; University of California Berkeley, Department of Integrative Biology, 3040 Valley Life Sciences Building, Berkeley, CA 94720, USA
| | - Heidi Rogers
- Mara Hyena Project, Kenya; University of California Santa Cruz, Department of Statistical Science, 1156 High Street, Santa Cruz, CA 95064, USA
| | | | - Laura Smale
- Michigan State University, Department of Psychology and Program in Neuroscience, 316 Physics Road, East Lansing, MI 48824, USA
| | - Katherine R Steinfield
- Mara Hyena Project, Kenya; University College London, Division of Biosciences, Gower Street, London WC1E 6BT, UK
| | | | - Kay E Holekamp
- Michigan State University, Department of Integrative Biology and Program in Ecology, Evolution, and Behavior, 288 Farm Lane, East Lansing, MI 48824, USA; Mara Hyena Project, Kenya
| | - Jacinta C Beehner
- University of Michigan, Department of Psychology, 530 Church Street, Ann Arbor, MI 48109, USA; University of Michigan, Department of Anthropology, 1085 South University Avenue, Ann Arbor, MI 48109, USA
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11
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Miller AK, Westlake CS, Cross KL, Leigh BA, Bordenstein SR. The microbiome impacts host hybridization and speciation. PLoS Biol 2021; 19:e3001417. [PMID: 34699520 PMCID: PMC8547693 DOI: 10.1371/journal.pbio.3001417] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Microbial symbiosis and speciation profoundly shape the composition of life's biodiversity. Despite the enormous contributions of these two fields to the foundations of modern biology, there is a vast and exciting frontier ahead for research, literature, and conferences to address the neglected prospects of merging their study. Here, we survey and synthesize exemplar cases of how endosymbionts and microbial communities affect animal hybridization and vice versa. We conclude that though the number of case studies remain nascent, the wide-ranging types of animals, microbes, and isolation barriers impacted by hybridization will likely prove general and a major new phase of study that includes the microbiome as part of the functional whole contributing to reproductive isolation. Though microorganisms were proposed to impact animal speciation a century ago, the weight of the evidence supporting this view has now reached a tipping point.
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Affiliation(s)
- Asia K. Miller
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Camille S. Westlake
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Karissa L. Cross
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Brittany A. Leigh
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
| | - Seth R. Bordenstein
- Vanderbilt University, Department of Biological Sciences, Nashville, Tennessee, United States of America
- Vanderbilt University, Vanderbilt Microbiome Innovation Center, Nashville, Tennessee, United States of America
- Vanderbilt University Medical Center, Vanderbilt Institute for Infection, Immunology and Inflammation, Nashville, Tennessee, United States of America
- Vanderbilt University Medical Center, Department of Pathology, Microbiology & Immunology, Nashville, Tennessee, United States of America
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12
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Ferreira SCM, Veiga MM, Hofer H, East ML, Czirják GÁ. Noninvasively measured immune responses reflect current parasite infections in a wild carnivore and are linked to longevity. Ecol Evol 2021; 11:7685-7699. [PMID: 34188844 PMCID: PMC8216923 DOI: 10.1002/ece3.7602] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 04/02/2021] [Accepted: 04/06/2021] [Indexed: 01/03/2023] Open
Abstract
Host immune defenses are important components of host-parasite interactions that affect the outcome of infection and may have fitness consequences for hosts when increased allocation of resources to immune responses undermines other essential life processes. Research on host-parasite interactions in large free-ranging wild mammals is currently hampered by a lack of verified noninvasive assays. We successfully adapted existing assays to measure innate and adaptive immune responses produced by the gastrointestinal mucosa in spotted hyena (Crocuta crocuta) feces, including enzyme-linked immunosorbent assays (ELISAs), to quantify fecal immunoglobulins (total IgA, total IgG) and total fecal O-linked oligosaccharides (mucin). We investigated the effect of infection load by an energetically costly hookworm (Ancylostoma), parasite richness, host age, sex, year of sampling, and clan membership on immune responses and asked whether high investment in immune responses during early life affects longevity in individually known spotted hyenas in the Serengeti National Park, Tanzania. Fecal concentrations of IgA, IgG, and mucin increased with Ancylostoma egg load and were higher in juveniles than in adults. Females had higher mucin concentrations than males. Juvenile females had higher IgG concentrations than juvenile males, whereas adult females had lower IgG concentrations than adult males. High IgA concentrations during the first year of life were linked to reduced longevity after controlling for age at sampling and Ancylostoma egg load. Our study demonstrates that the use of noninvasive methods can increase knowledge on the complex relationship between gastrointestinal parasites and host local immune responses in wild large mammals and reveal fitness-relevant effects of these responses.
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Affiliation(s)
- Susana C. M. Ferreira
- Department of Ecological DynamicsLeibniz Institute for Zoo and Wildlife ResearchBerlinGermany
- Present address:
Division of Computational Systems BiologyCentre for Microbiology and Environmental Systems ScienceViennaAustria
| | - Miguel M. Veiga
- Department of Ecological DynamicsLeibniz Institute for Zoo and Wildlife ResearchBerlinGermany
| | - Heribert Hofer
- Department of Ecological DynamicsLeibniz Institute for Zoo and Wildlife ResearchBerlinGermany
- Department of Veterinary MedicineFreie Universität BerlinBerlinGermany
- Department of Biology, Chemistry and PharmacyFreie Universität BerlinBerlinGermany
| | - Marion L. East
- Department of Ecological DynamicsLeibniz Institute for Zoo and Wildlife ResearchBerlinGermany
| | - Gábor Á. Czirják
- Department of Wildlife DiseasesLeibniz Institute for Zoo and Wildlife ResearchBerlinGermany
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13
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Cusick JA, Wellman CL, Demas GE. The call of the wild: using non-model systems to investigate microbiome-behaviour relationships. J Exp Biol 2021; 224:jeb224485. [PMID: 33988717 PMCID: PMC8180253 DOI: 10.1242/jeb.224485] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
On and within most sites across an animal's body live complex communities of microorganisms. These microorganisms perform a variety of important functions for their hosts, including communicating with the brain, immune system and endocrine axes to mediate physiological processes and affect individual behaviour. Microbiome research has primarily focused on the functions of the microbiome within the gastrointestinal tract (gut microbiome) using biomedically relevant laboratory species (i.e. model organisms). These studies have identified important connections between the gut microbiome and host immune, neuroendocrine and nervous systems, as well as how these connections, in turn, influence host behaviour and health. Recently, the field has expanded beyond traditional model systems as it has become apparent that the microbiome can drive differences in behaviour and diet, play a fundamental role in host fitness and influence community-scale dynamics in wild populations. In this Review, we highlight the value of conducting hypothesis-driven research in non-model organisms and the benefits of a comparative approach that assesses patterns across different species or taxa. Using social behaviour as an intellectual framework, we review the bidirectional relationship between the gut microbiome and host behaviour, and identify understudied mechanisms by which these effects may be mediated.
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Affiliation(s)
- Jessica A. Cusick
- Department of Biology, Indiana University, Biology Building 142, 1001 East Third Street, Bloomington, IN 47405, USA
- Animal Behavior Program, Indiana University, 409 N. Park Avenue, Bloomington, IN 47405, USA
| | - Cara L. Wellman
- Animal Behavior Program, Indiana University, 409 N. Park Avenue, Bloomington, IN 47405, USA
- Department of Psychological and Brain Sciences, Indiana University, 1101 E. 10th Street, Bloomington, IN 47405-7007, USA
- Program in Neuroscience, Indiana University, Psychology Building, 1101 E 10th Street Bloomington, IN 47405-2204, USA
| | - Gregory E. Demas
- Department of Biology, Indiana University, Biology Building 142, 1001 East Third Street, Bloomington, IN 47405, USA
- Animal Behavior Program, Indiana University, 409 N. Park Avenue, Bloomington, IN 47405, USA
- Program in Neuroscience, Indiana University, Psychology Building, 1101 E 10th Street Bloomington, IN 47405-2204, USA
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14
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Storo R, Easson C, Shivji M, Lopez JV. Microbiome Analyses Demonstrate Specific Communities Within Five Shark Species. Front Microbiol 2021; 12:605285. [PMID: 33643235 PMCID: PMC7904884 DOI: 10.3389/fmicb.2021.605285] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 01/15/2021] [Indexed: 12/31/2022] Open
Abstract
Profiles of symbiotic microbial communities (“microbiomes”) can provide insight into the natural history and ecology of their hosts. Using high throughput DNA sequencing of the 16S rRNA V4 region, microbiomes of five shark species in South Florida (nurse, lemon, sandbar, Caribbean reef, and tiger) have been characterized for the first time. The microbiomes show species specific microbiome composition, distinct from surrounding seawater. Shark anatomical location (gills, teeth, skin, cloaca) affected the diversity of microbiomes. An in-depth analysis of teeth communities revealed species specific microbial communities. For example, the genus Haemophilus, explained 7.0% of the differences of the teeth microbiomes of lemon and Caribbean reef sharks. Lemon shark teeth communities (n = 11) contained a high abundance of both Vibrio (10.8 ± 26.0%) and Corynebacterium (1.6 ± 5.1%), genera that can include human pathogenic taxa. The Vibrio (2.8 ± 6.34%) and Kordia (3.1 ± 6.0%) genera and Salmonella enterica (2.6 ± 6.4%) were the most abundant members of nurse shark teeth microbial communities. The Vibrio genus was highly represented in the sandbar shark (54.0 ± 46.0%) and tiger shark (5.8 ± 12.3%) teeth microbiomes. The prevalence of genera containing potential human pathogens could be informative in shark bite treatment protocols and future research to confirm or deny human pathogenicity. We conclude that South Florida sharks host species specific microbiomes that are distinct from their surrounding environment and vary due to differences in microbial community composition among shark species and diversity and composition among anatomical locations. Additionally, when considering the confounding effects of both species and location, microbial community diversity and composition varies.
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Affiliation(s)
- Rachael Storo
- Halmos College of Arts and Sciences, Nova Southeastern University, Fort Lauderdale, FL, United States.,Department of Marine Sciences, University of Georgia, Athens, GA, United States
| | - Cole Easson
- Halmos College of Arts and Sciences, Nova Southeastern University, Fort Lauderdale, FL, United States.,Biology Department, Middle Tennessee State University, Murfreesboro, TN, United States
| | - Mahmood Shivji
- Halmos College of Arts and Sciences, Nova Southeastern University, Fort Lauderdale, FL, United States.,Save Our Seas Foundation Shark Research Center, and Guy Harvey Research Institute, Fort Lauderdale, FL, United States
| | - Jose V Lopez
- Halmos College of Arts and Sciences, Nova Southeastern University, Fort Lauderdale, FL, United States
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15
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Wild black bears harbor simple gut microbial communities with little difference between the jejunum and colon. Sci Rep 2020; 10:20779. [PMID: 33247155 PMCID: PMC7695734 DOI: 10.1038/s41598-020-77282-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 11/05/2020] [Indexed: 12/24/2022] Open
Abstract
The gut microbiome (GMB), comprising the commensal microbial communities located in the gastrointestinal tract, has co-evolved in mammals to perform countless micro-ecosystem services to facilitate physiological functions. Because of the complex inter-relationship between mammals and their gut microbes, the number of studies addressing the role of the GMB on mammalian health is almost exclusively limited to human studies and model organisms. Furthermore, much of our knowledge of wildlife-GMB relationships is based on studies of colonic GMB communities derived from the feces of captive specimens, leaving our understanding of the GMB in wildlife limited. To better understand wildlife-GMB relationships, we engaged hunters as citizen scientists to collect biological samples from legally harvested black bears (Ursus americanus) and used 16S rRNA gene amplicon sequencing to characterize wild black bear GMB communities in the colon and jejunum, two functionally distinct regions of the gastrointestinal tract. We determined that the jejunum and colon of black bears do not harbor significantly different GMB communities: both gastrointestinal sites were dominated by Firmicutes and Proteobacteria. However, a number of bacteria were differentially enriched in each site, with the colon harboring twice as many enriched taxa, primarily from closely related lineages.
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16
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Simplified model assumptions artificially constrain the parameter range in which selection at the holobiont level can occur. Proc Natl Acad Sci U S A 2020; 117:11862-11863. [PMID: 32467160 DOI: 10.1073/pnas.2004737117] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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