1
|
Whitney TL, Mallott EK, Diakiw LO, Christie DM, Ting N, Amato KR, Tecot SR, Baden AL. Ecological and genetic variables co-vary with social group identity to shape the gut microbiome of a pair-living primate. Am J Primatol 2024:e23657. [PMID: 38967215 DOI: 10.1002/ajp.23657] [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: 07/19/2023] [Revised: 05/17/2024] [Accepted: 06/08/2024] [Indexed: 07/06/2024]
Abstract
Primates exhibit diverse social systems that are intricately linked to their biology, behavior, and evolution, all of which influence the acquisition and maintenance of their gut microbiomes (GMs). However, most studies of wild primate populations focus on taxa with relatively large group sizes, and few consider pair-living species. To address this gap, we investigate how a primate's social system interacts with key environmental, social, and genetic variables to shape the GM in pair-living, red-bellied lemurs (Eulemur rubriventer). Previous research on this species suggests that social interactions within groups influence interindividual microbiome similarity; however, the impacts of other nonsocial variables and their relative contributions to gut microbial variation remain unclear. We sequenced the 16S ribosomal RNA hypervariable V4-V5 region to characterize the GM from 26 genotyped individuals across 11 social groups residing in Ranomafana National Park, Madagascar. We estimated the degree to which sex, social group identity, genetic relatedness, dietary diversity, and home range proximity were associated with variation in the gut microbial communities residing in red-bellied lemurs. All variables except sex played a significant role in predicting GM composition. Our model had high levels of variance inflation, inhibiting our ability to determine which variables were most predictive of gut microbial composition. This inflation is likely due to red-bellied lemurs' pair-living, pair-bonded social system that leads to covariation among environmental, social, and genetic variables. Our findings highlight some of the factors that predict GM composition in a tightly bonded, pair-living species and identify variables that require further study. We propose that future primate microbiome studies should simultaneously consider environmental, social, and genetic factors to improve our understanding of the relationships among sociality, the microbiome, and primate ecology and evolution.
Collapse
Affiliation(s)
- Tabor L Whitney
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Elizabeth K Mallott
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Laura O Diakiw
- Department of Ecology, University of Wyoming, Laramie, Wyoming, USA
| | - Diana M Christie
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
- Institute of Ecology and Evolution, University of Oregon, Eugene, Oregon, USA
| | - Nelson Ting
- Department of Anthropology, University of Oregon, Eugene, Oregon, USA
- Institute of Ecology and Evolution, University of Oregon, Eugene, Oregon, USA
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Stacey R Tecot
- School of Anthropology, University of Arizona, Tucson, Arizona, USA
| | - Andrea L Baden
- Department of Anthropology, Hunter College of the City University of New York, New York City, New York, USA
- Department of Anthropology, The Graduate Center of the City University of New York, New York City, New York, USA
- The New York Consortium in Evolutionary Primatology, New York City, New York, USA
| |
Collapse
|
2
|
Finnegan PM, Garber PA, McKenney AC, Bicca-Marques JC, De la Fuente MF, Abreu F, Souto A, Schiel N, Amato KR, Mallott EK. Group membership, not diet, structures the composition and functional potential of the gut microbiome in a wild primate. mSphere 2024:e0023324. [PMID: 38940510 DOI: 10.1128/msphere.00233-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 06/07/2024] [Indexed: 06/29/2024] Open
Abstract
The gut microbiome has the potential to buffer temporal variations in resource availability and consumption, which may play a key role in the ability of animals to adapt to a broad range of habitats. We investigated the temporal composition and function of the gut microbiomes of wild common marmosets (Callithrix jacchus) exploiting a hot, dry environment-Caatinga-in northeastern Brazil. We collected fecal samples during two time periods (July-August and February-March) for 2 years from marmosets belonging to eight social groups. We used 16S rRNA gene amplicon sequencing, metagenomic sequencing, and butyrate RT-qPCR to assess changes in the composition and potential function of their gut microbiomes. Additionally, we identified the plant, invertebrate, and vertebrate components of the marmosets' diet via DNA metabarcoding. Invertebrate, but not plant or vertebrate, consumption varied across the year. However, gut microbiome composition and potential function did not markedly vary across study periods or as a function of diet composition. Instead, the gut microbiome differed markedly in both composition and potential function across marmosets residing in different social groups. We highlight the likely role of factors, such as behavior, residence, and environmental heterogeneity, in modulating the structure of the gut microbiome. IMPORTANCE In a highly socially cohesive and cooperative primate, group membership more strongly predicts gut microbiome composition and function than diet.
Collapse
Affiliation(s)
- Peter M Finnegan
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Paul A Garber
- Department of Anthropology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- Program in Ecology, Evolution, and Conservation Biology, University of Illinois Urbana-Champaign, Urbana, Illinois, USA
- International Centre of Biodiversity and Primate Conservation, Dali University, Dali, Yunnan, China
| | - Anna C McKenney
- Department of Natural Sciences, Parkland College, Champaign, Illinois, USA
| | - Júlio César Bicca-Marques
- Escola de Ciências da Saúde e da Vida, Pontifícia Universidade Católicado Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | | | - Filipa Abreu
- Comparative BioCognition, Institute of Cognitive Science, University of Osnabrück, Osnabrück, Germany
| | - Antonio Souto
- Department of Zoology, Federal University of Pernambuco, Recife, Pernambuco, Brazil
| | - Nicola Schiel
- Laboratório de Etologia Teórica e Aplicada, Department of Biology, Federal Rural University of Pernambuco, Recife, Brazil
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Elizabeth K Mallott
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, USA
| |
Collapse
|
3
|
Amato KR, Pradhan P, Mallott EK, Shirola W, Lu A. Host-gut microbiota interactions during pregnancy. Evol Med Public Health 2024; 12:7-23. [PMID: 38288320 PMCID: PMC10824165 DOI: 10.1093/emph/eoae001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 11/07/2023] [Indexed: 01/31/2024] Open
Abstract
Mammalian pregnancy is characterized by a well-known suite of physiological changes that support fetal growth and development, thereby positively affecting both maternal and offspring fitness. However, mothers also experience trade-offs between current and future maternal reproductive success, and maternal responses to these trade-offs can result in mother-offspring fitness conflicts. Knowledge of the mechanisms through which these trade-offs operate, as well as the contexts in which they operate, is critical for understanding the evolution of reproduction. Historically, hormonal changes during pregnancy have been thought to play a pivotal role in these conflicts since they directly and indirectly influence maternal metabolism, immunity, fetal growth and other aspects of offspring development. However, recent research suggests that gut microbiota may also play an important role. Here, we create a foundation for exploring this role by constructing a mechanistic model linking changes in maternal hormones, immunity and metabolism during pregnancy to changes in the gut microbiota. We posit that marked changes in hormones alter maternal gut microbiome composition and function both directly and indirectly via impacts on the immune system. The gut microbiota then feeds back to influence maternal immunity and metabolism. We posit that these dynamics are likely to be involved in mediating maternal and offspring fitness as well as trade-offs in different aspects of maternal and offspring health and fitness during pregnancy. We also predict that the interactions we describe are likely to vary across populations in response to maternal environments. Moving forward, empirical studies that combine microbial functional data and maternal physiological data with health and fitness outcomes for both mothers and infants will allow us to test the evolutionary and fitness implications of the gestational microbiota, enriching our understanding of the ecology and evolution of reproductive physiology.
Collapse
Affiliation(s)
- Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, IL 60208, USA
| | - Priyanka Pradhan
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Elizabeth K Mallott
- Department of Anthropology, Northwestern University, Evanston, IL 60208, USA
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Wesley Shirola
- Department of Psychology, Northwestern University, Evanston, IL 60208, USA
| | - Amy Lu
- Department of Anthropology, Stony Brook University, Stony Brook, NY 11794, USA
| |
Collapse
|
4
|
Webb SE, Orkin JD, Williamson RE, Melin AD. Activity budget and gut microbiota stability and flexibility across reproductive states in wild capuchin monkeys in a seasonal tropical dry forest. Anim Microbiome 2023; 5:63. [PMID: 38102711 PMCID: PMC10724892 DOI: 10.1186/s42523-023-00280-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 11/05/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Energy demands associated with pregnancy and lactation are significant forces in mammalian evolution. To mitigate increased energy costs associated with reproduction, female mammals have evolved behavioural and physiological responses. Some species alter activity to conserve energy during pregnancy and lactation, while others experience changes in metabolism and fat deposition. Restructuring of gut microbiota with shifting reproductive states may also help females increase the energy gained from foods, especially during pregnancy. The goal of this study was to examine the relationships among behaviour, gut microbiota composition, and reproductive state in a wild, non-human primate to better understand reproductive ecology. We combined life history data with > 13,000 behavioural scans and 298 fecal samples collected longitudinally across multiple years from 33 white-faced capuchin monkey (Cebus imitator) females. We sequenced the V4 region of the 16S rRNA gene and used the DADA2 pipeline to analyze microbial diversity. We used PICRUSt2 to assess putative functions. RESULTS Reproductive state explained some variation in activity, but overall resting behaviours were relatively stable across pregnancy and lactation. Foraging was less frequent among females in the early stage of nursing compared to the cycling stage, though otherwise remained at comparable levels. Maximum temperature was a strong, significantly positive predictor of resting, while social dominance had a small but significantly negative effect on resting. Ecological variables such as available fruit biomass and rainfall had a small but significantly positive effects on measures of foraging time. Gut microbial community structure, including richness, alpha diversity, and beta diversity remained stable across the reproductive cycle. In pairwise comparisons, pregnant females exhibited increased relative abundances of multiple microbial ASVs, suggesting small changes in relation to reproductive state. Reproductive state was not linked to differential abundance of putative metabolic pathways. CONCLUSIONS Previous data suggest that activity budget and the gut microbiome shifts considerably during reproduction. The present study finds that both activity and gut microbial communities are less associated with reproduction compared to other predictors, including ecological contexts. This suggests that behavioural flexibility and gut microbial community plasticity is contrained by ecological factors in this population. These data contribute to a broader understanding of plasticity and stability in response to physiological shifts associated with mammalian reproduction.
Collapse
Affiliation(s)
- Shasta E Webb
- Department of Anthropology and Archaeology, University of Calgary, 2500 University Dr NW, Calgary, AB, T2N 1N4, Canada.
- Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, 46556, USA.
| | - Joseph D Orkin
- Département d'anthropologie, Université de Montréal, 3150 Rue Jean-Brillant, Montréal, QC, H3T 1N8, Canada
| | - Rachel E Williamson
- Department of Anthropology and Archaeology, University of Calgary, 2500 University Dr NW, Calgary, AB, T2N 1N4, Canada
| | - Amanda D Melin
- Department of Anthropology and Archaeology, University of Calgary, 2500 University Dr NW, Calgary, AB, T2N 1N4, Canada.
- Department of Medical Genetics, Cumming School of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary, AB, T2N 4N1, Canada.
| |
Collapse
|
5
|
Manus MB, Sardaro MLS, Dada O, Davis MI, Romoff MR, Torello SG, Ubadigbo E, Wu RC, Miller ES, Amato KR. Interactions with alloparents are associated with the diversity of infant skin and fecal bacterial communities in Chicago, United States. Am J Hum Biol 2023:e23972. [PMID: 37632331 DOI: 10.1002/ajhb.23972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 07/20/2023] [Accepted: 07/21/2023] [Indexed: 08/28/2023] Open
Abstract
INTRODUCTION Social interactions shape the infant microbiome by providing opportunities for caregivers to spread bacteria through physical contact. With most research focused on the impact of maternal-infant contact on the infant gut microbiome, it is unclear how alloparents (i.e., caregivers other than the parents) influence the bacterial communities of infant body sites that are frequently contacted during bouts of caregiving, including the skin. METHODS To begin to understand how allocare may influence the diversity of the infant microbiome, detailed questionnaire data on infant-alloparent relationships and specific allocare behaviors were coupled with skin and fecal microbiome samples (four body sites) from 48 infants living in Chicago, United States. RESULTS Data from 16S rRNA gene amplicon sequencing indicated that infant skin and fecal bacterial diversity showed strong associations (positive and negative) to having female adult alloparents. Alloparental feeding and co-sleeping displayed stronger associations to infant bacterial diversity compared to playing or holding. The associations with allocare behaviors differed in magnitude and direction across infant body sites. Bacterial relative abundances varied by infant-alloparent relationship and breastfeeding status. CONCLUSION This study provides some of the first evidence of an association between allocare and infant skin and fecal bacterial diversity. The results suggest that infants' exposure to bacteria from the social environment may vary based on infant-alloparent relationships and allocare behaviors. Since the microbiome influences immune system development, variation in allocare that impacts the diversity of infant bacterial communities may be an underexplored dimension of the social determinants of health in early life.
Collapse
Affiliation(s)
- Melissa B Manus
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Maria Luisa Savo Sardaro
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
- Department of Human Science and Promotion of the Quality of Life, University of San Raffaele, Rome, Italy
| | - Omolola Dada
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Maya I Davis
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Melissa R Romoff
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Stephanie G Torello
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Esther Ubadigbo
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Rebecca C Wu
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Emily S Miller
- Department of Obstetrics and Gynecology, Division of Maternal Fetal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| |
Collapse
|
6
|
Moy M, Diakiw L, Amato KR. Human-influenced diets affect the gut microbiome of wild baboons. Sci Rep 2023; 13:11886. [PMID: 37482555 PMCID: PMC10363530 DOI: 10.1038/s41598-023-38895-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 07/17/2023] [Indexed: 07/25/2023] Open
Abstract
Industrialized diets that incorporate processed foods and are often high in simple sugars and fats and low in fiber have myriad health impacts, many of which may operate via impacts on the gut microbiota. Examining how these diets affect the gut microbiota can be challenging given that lab animal models experience altered environmental contexts, and human studies include a suite of co-varying cultural and environmental factors that are likely to shape the gut microbiota alongside diet. To complement these approaches, we compare the microbiomes of wild populations of olive baboons (Papio anubis) with differential access to human trash high in processed foods, simple sugars, and fats in Rwanda's Akagera National Park. Baboons are a good model system since their microbiomes are compositionally similar to those of humans. Additionally, this population inhabits a common environment with different social groups consuming qualitatively different amounts of human trash, limiting variation in non-dietary factors. Using 16S rRNA gene amplicon sequencing we find that baboons with unlimited access to human trash have reduced microbial alpha diversity and reduced relative abundances of fiber-degrading taxa such as Ruminococcaceae, Prevotellaceae, and Lachnospiraceae. In contrast, baboons with limited access to human trash have a microbiome more similar to that of baboons with no access to human trash. Our results suggest that while a human-influenced diet high in processed foods, simple sugars, and fats is sufficient to alter the microbiome in wild baboons, there is a minimum threshold of dietary alteration that must occur before the microbiome is substantially altered. We recommend that data from wild primate populations such as these be used to complement ongoing research on diet-microbiome-health interactions in humans and lab animal models.
Collapse
Affiliation(s)
- Madelyn Moy
- Department of Anthropology, Northwestern University, Evanston, IL, 60208, USA
| | - Laura Diakiw
- Department of Ecology, University of Wyoming, Laramie, WY, 82071, USA
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, IL, 60208, USA.
| |
Collapse
|
7
|
Hugon AM, Golos TG. Non-human primate models for understanding the impact of the microbiome on pregnancy and the female reproductive tract†. Biol Reprod 2023; 109:1-16. [PMID: 37040316 PMCID: PMC10344604 DOI: 10.1093/biolre/ioad042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Revised: 04/06/2023] [Accepted: 04/06/2023] [Indexed: 04/12/2023] Open
Abstract
The microbiome has been shown, or implicated to be involved, in multiple facets of human health and disease, including not only gastrointestinal health but also metabolism, immunity, and neurology. Although the predominant focus of microbiome research has been on the gut, other microbial communities such as the vaginal or cervical microbiome are likely involved in physiological homeostasis. Emerging studies also aim to understand the role of different microbial niches, such as the endometrial or placental microbial communities, on the physiology and pathophysiology of reproduction, including their impact on reproductive success and the etiology of adverse pregnancy outcomes (APOs). The study of the microbiome during pregnancy, specifically how changes in maternal microbial communities can lead to dysfunction and disease, can advance the understanding of reproductive health and the etiology of APOs. In this review, we will discuss the current state of non-human primate (NHP) reproductive microbiome research, highlight the progress with NHP models of reproduction, and the diagnostic potential of microbial alterations in a clinical setting to promote pregnancy health. NHP reproductive biology studies have the potential to expand the knowledge and understanding of female reproductive tract microbial communities and host-microbe or microbe-microbe interactions associated with reproductive health through sequencing and analysis. Furthermore, in this review, we aim to demonstrate that macaques are uniquely suited as high-fidelity models of human female reproductive pathology.
Collapse
Affiliation(s)
- Anna Marie Hugon
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Pathology and Laboratory Medicine, University of Wisconsin-Madison, Madison, WI, USA
| | - Thaddeus G Golos
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI, USA
- Department of Comparative Biosciences, University of Wisconsin-Madison, Madison, WI, USA
- Department of Obstetrics and Gynecology, University of Wisconsin-Madison, Madison, WI, USA
| |
Collapse
|
8
|
Vedel G, Triadó-Margarit X, Linares O, Moreno-Rojas JM, la Peña ED, García-Bocanegra I, Jiménez-Martín D, Carranza J, Casamayor EO. Exploring the potential links between gut microbiota composition and natural populations management in wild boar (Sus scrofa). Microbiol Res 2023; 274:127444. [PMID: 37421802 DOI: 10.1016/j.micres.2023.127444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 06/20/2023] [Accepted: 06/27/2023] [Indexed: 07/10/2023]
Abstract
We surveyed wild boar (Sus scrofa) populations using 16S rRNA gene analysis of the gut microbiota in fresh faeces taken from 88 animals hunted in 16 hunting estates. The wild boar is a very convenient model system to explore how environmental factors including game management, food availability, disease prevalence, and behaviour may affect different biological components of wild individuals with potential implications in management and conservation. We tested the hypotheses that diet (according to stable carbon isotopes analyses), gender (i.e., animal behaviour studying males and females), and both health (analyses of serum samples to detect exposure to several diseases) and form statutes (i.e., thoracic circumference in adults) are reflected in changes in the intestinal microbiota. We focused on a gut functional biomarker index combining Oscillospiraceae and Ruminococcaceae vs. Enterobacteriaceae. We found that gender and the estate (population) were explanatory variables (c.a. 28% of the variance), albeit a high degree of overlapping among individuals was observed. The individuals with higher abundance of Enterobacteriaceae showed a gut microbiota with low diversity, mostly in males. Significant statistical differences for thoracic circumference were not found between males and females. Interestingly, the thoracic circumference was significantly and inversely related to the relative abundance of Enterobacteriaceae in males. Overall, we found that diet, gender, and form status were major factors that could be related to the composition and diversity of the gut microbiota. A high variability was observed in the biomarker index for populations with natural diet (rich in C3 plants). Although, we noticed a marginally significant negative trend between the index (higher abundance of Enterobacteriaceae) and the continuous feeding of C4 plants (i.e., supplementary maize) in the diet of males. This result suggests that continuous artificial feeding in hunting estates could be one of the factors negatively influencing the gut microbiota and the form status of wild boars that deserves further investigations.
Collapse
Affiliation(s)
- Giovanni Vedel
- Wildlife Research Unit, University of Cordoba (UIRCP-UCO), 14071 Córdoba, Spain
| | - Xavier Triadó-Margarit
- Ecology of the Global Microbiome, Centre of Advanced Studies of Blanes-Spanish Council for Research (CEAB-CSIC), Accés Cala St Francesc, 14, E-17300 Blanes, Spain
| | - Olmo Linares
- Wildlife Research Unit, University of Cordoba (UIRCP-UCO), 14071 Córdoba, Spain
| | - José Manuel Moreno-Rojas
- Department of Food Science and Health, Andalusian Institute of Agricultural and Fisheries Research and Training (IFAPA), Alameda del Obispo, Avda. Menéndez Pidal, s/n, 14071 Córdoba, Spain
| | - Eva de la Peña
- Wildlife Research Unit, University of Cordoba (UIRCP-UCO), 14071 Córdoba, Spain; IREC National Wildlife Research Institute (CSIC-UCLM-JCCM), Ciudad Real, Spain
| | - Ignacio García-Bocanegra
- Department of Animal Health, Animal Health and Zoonosis Research Group (GISAZ), UIC Zoonoses and Emreging Diseases ENZOEM, University of Cordoba, Cordoba, Spain; CIBERINFEC, ISCIII - CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Spain
| | - Débora Jiménez-Martín
- Department of Animal Health, Animal Health and Zoonosis Research Group (GISAZ), UIC Zoonoses and Emreging Diseases ENZOEM, University of Cordoba, Cordoba, Spain
| | - Juan Carranza
- Wildlife Research Unit, University of Cordoba (UIRCP-UCO), 14071 Córdoba, Spain
| | - Emilio O Casamayor
- Ecology of the Global Microbiome, Centre of Advanced Studies of Blanes-Spanish Council for Research (CEAB-CSIC), Accés Cala St Francesc, 14, E-17300 Blanes, Spain.
| |
Collapse
|
9
|
Manus MB, Watson E, Kuthyar S, Carba D, Belarmino NM, McDade TW, Kuzawa CW, Amato KR. Prenatal household size and composition are associated with infant fecal bacterial diversity in Cebu, Philippines. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2023; 181:45-58. [PMID: 36847111 DOI: 10.1002/ajpa.24720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 02/02/2023] [Accepted: 02/08/2023] [Indexed: 03/01/2023]
Abstract
OBJECTIVES The gut microbiome (GM) connects physical and social environments to infant health. Since the infant GM affects immune system development, there is interest in understanding how infants acquire microbes from mothers and other household members. MATERIALS AND METHODS As a part of the Cebu Longitudinal Health and Nutrition Survey (CLHNS), we paired fecal samples (proxy for the GM) collected from infants living in Metro Cebu, Philippines at 2 weeks (N = 39) and 6 months (N = 36) with maternal interviews about prenatal household composition. We hypothesized that relationships between prenatal household size and composition and infant GM bacterial diversity (as measured in fecal samples) would vary by infant age, as well as by household member age and sex. We also hypothesized that infant GM bacterial abundances would differ by prenatal household size and composition. RESULTS Data from 16 S rRNA bacterial gene sequencing show that prenatal household size was the most precise estimator of infant GM bacterial diversity, and that the direction of the association between this variable and infant GM bacterial diversity changed between the two time points. The abundances of bacterial families in the infant GM varied by prenatal household variables. CONCLUSIONS Results highlight the contributions of various household sources to the bacterial diversity of the infant GM, and suggest that prenatal household size is a useful measure for estimating infant GM bacterial diversity in this cohort. Future research should measure the effect of specific sources of household bacterial exposures, including social interactions with caregivers, on the infant GM.
Collapse
Affiliation(s)
- Melissa B Manus
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Elijah Watson
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Sahana Kuthyar
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA.,Department of Biological Sciences, University of California San Diego, La Jolla, California, USA
| | - Delia Carba
- Office of Population Studies, University of San Carlos, Cebu City, Philippines
| | - Nikola M Belarmino
- Office of Population Studies, University of San Carlos, Cebu City, Philippines
| | - Thomas W McDade
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA.,Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
| | - Christopher W Kuzawa
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA.,Institute for Policy Research, Northwestern University, Evanston, Illinois, USA
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| |
Collapse
|
10
|
Risely A, Schmid DW, Müller-Klein N, Wilhelm K, Clutton-Brock TH, Manser MB, Sommer S. Gut microbiota individuality is contingent on temporal scale and age in wild meerkats. Proc Biol Sci 2022; 289:20220609. [PMID: 35975437 PMCID: PMC9382201 DOI: 10.1098/rspb.2022.0609] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 08/01/2022] [Indexed: 12/14/2022] Open
Abstract
Inter-individual differences in gut microbiota composition are hypothesized to generate variation in host fitness-a premise for the evolution of host-gut microbe symbioses. However, recent evidence suggests that gut microbial communities are highly dynamic, challenging the notion that individuals harbour unique gut microbial phenotypes. Leveraging a long-term dataset of wild meerkats, we reconcile these concepts by demonstrating that the relative importance of identity for shaping gut microbiota phenotypes depends on the temporal scale. Across meerkat lifespan, year-to-year variation overshadowed the effects of identity and social group in predicting gut microbiota composition, with identity explaining on average less than 2% of variation. However, identity was the strongest predictor of microbial phenotypes over short sampling intervals (less than two months), predicting on average 20% of variation. The effect of identity was also dependent on meerkat age, with the gut microbiota becoming more individualized and stable as meerkats aged. Nevertheless, while the predictive power of identity was negligible after two months, gut microbiota composition remained weakly individualized compared to that of other meerkats for up to 1 year. These findings illuminate the degree to which individualized gut microbial signatures can be expected, with important implications for the time frames over which gut microbial phenotypes may mediate host physiology, behaviour and fitness in natural populations.
Collapse
Affiliation(s)
- Alice Risely
- Institute for Evolutionary Ecology and Conservation Genomics, Ulm University, Ulm, Germany
| | - Dominik W. Schmid
- Institute for Evolutionary Ecology and Conservation Genomics, Ulm University, Ulm, Germany
| | - Nadine Müller-Klein
- Institute for Evolutionary Ecology and Conservation Genomics, Ulm University, Ulm, Germany
| | - Kerstin Wilhelm
- Institute for Evolutionary Ecology and Conservation Genomics, Ulm University, Ulm, Germany
| | - Tim H. Clutton-Brock
- Large Animal Research Group, Department of Zoology, University of Cambridge, Cambridge, UK
- Mammal Research Institute, University of Pretoria, Pretoria, South Africa
- Kalahari Research Trust, Kuruman River Reserve, Northern Cape, South Africa
| | - Marta B. Manser
- Mammal Research Institute, University of Pretoria, Pretoria, South Africa
- Kalahari Research Trust, Kuruman River Reserve, Northern Cape, South Africa
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
| | - Simone Sommer
- Institute for Evolutionary Ecology and Conservation Genomics, Ulm University, Ulm, Germany
| |
Collapse
|
11
|
Fonseca ML, Ramírez-Pinzón MA, McNeil KN, Guevara M, Gómez-Gutiérrez LM, Harter K, Mongui A, Stevenson PR. Dietary preferences and feeding strategies of Colombian highland woolly monkeys. Sci Rep 2022; 12:14364. [PMID: 35999220 PMCID: PMC9399098 DOI: 10.1038/s41598-022-17655-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 07/28/2022] [Indexed: 12/02/2022] Open
Abstract
Primates are very selective in the foods they include in their diets with foraging strategies that respond to spatial and temporal changes in resource availability, distribution and quality. Colombian woolly monkeys (Lagothrix lagotricha lugens), one of the largest primate species in the Americas, feed mainly on fruits, but they also eat a high percentage of arthropods. This differs from closely related Atelid species that supplement their diet with leaves. In an 11 month study, we investigated the foraging strategies of this endemic monkey and assessed how resource availability affects dietary selection. Using behavioural, phenological, arthropod sampling and metabarcoding methods, we recorded respectively foraging time, forest productivity, arthropod availability in the forest and arthropod consumption. Scat samples and capturing canopy substrates (i.e. moss, bromeliads, aerial insects) were used for assigning arthropod taxonomy. The most important resource in the diet was fruits (54%), followed by arthropods (28%). Resource availability predicted feeding time for arthropods but not for fruits. Further, there was a positive relationship between feeding time on fruits and arthropods, suggesting that eating both resources during the same periods might work as an optimal strategy to maximize nutrient intake. Woolly monkeys preferred and avoided some fruit and arthropod items available in their home range, choosing a wide variety of arthropods. Geometrid moths (Lepidoptera) were the most important and consistent insects eaten over time. We found no differences in the type of arthropods adults and juveniles ate, but adults invested more time foraging for this resource, especially in moss. Although woolly monkeys are generalist foragers, they do not select their food items randomly or opportunistically.
Collapse
Affiliation(s)
- Manuel L Fonseca
- Laboratorio de Ecología de Bosques Tropicales y Primatología (LEBTYP), Departamento de Ciencias Biológicas, Universidad de Los Andes, Bogotá, Colombia. .,Comparative Zoology, Institut für Evolution und Ökologie (EvE), Eberhard Karls Universität Tübingen, Tübingen, Germany.
| | - Marcela A Ramírez-Pinzón
- Laboratorio de Zoología y Ecología Acuática (LAZOEA), Departamento de Ciencias Biológicas, Universidad de Los Andes, Bogotá, Colombia
| | - Kaylie N McNeil
- Department of Anthropology, University of Texas at San Antonio, San Antonio, TX, USA
| | - Michelle Guevara
- Departamento de Ciencias Biológicas, Facultad de Ciencias, Universidad de los Andes, Bogotá, Colombia
| | - Laura M Gómez-Gutiérrez
- Laboratorio de Ecología de Bosques Tropicales y Primatología (LEBTYP), Departamento de Ciencias Biológicas, Universidad de Los Andes, Bogotá, Colombia
| | - Klaus Harter
- Zentrum für Molekularbiologie der Pflanzen (ZMBP), Eberhard Karls Universität Tübingen, Tübingen, Germany
| | - Alvaro Mongui
- Departamento de Ciencias Biológicas, Facultad de Ciencias, Universidad de los Andes, Bogotá, Colombia
| | - Pablo R Stevenson
- Laboratorio de Ecología de Bosques Tropicales y Primatología (LEBTYP), Departamento de Ciencias Biológicas, Universidad de Los Andes, Bogotá, Colombia
| |
Collapse
|
12
|
Martínez-Mota R, Righini N, Mallott EK, Palme R, Amato KR. Environmental Stress and the Primate Microbiome: Glucocorticoids Contribute to Structure Gut Bacterial Communities of Black Howler Monkeys in Anthropogenically Disturbed Forest Fragments. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.863242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Animals living in anthropogenically disturbed habitats are exposed to environmental stressors which can trigger physiological reactions, such as chronic elevations of glucocorticoid hormones. Physiological responses to stressors may induce changes in the gut microbiome, most likely, facilitated by the gut–brain communication. Although these effects have been observed in humans and animal models, elucidating gut bacterial changes in wild animals under natural stressful conditions is still an ongoing task. Here we analyzed the association between physiological stress related to anthropogenic forest disturbance and changes in gut bacterial communities of black howler monkeys (Alouatta pigra) living in forest fragments in Mexico. We measured individuals’ fecal glucocorticoid metabolites (fGCMs) as an index of physiological stress and created inventories of fecal bacterial communities sequencing the 16S rRNA gene to assess gut microbiome change. We evaluated environmental stress by estimating differences in food availability – feeding tree diversity and biomass – in each group’s habitat. We found that both fGCMs and food availability indices were related to gut bacterial community shifts in black howler monkeys. Furthermore, using structural equation modeling, we found that a decrease in food availability, estimated through reductions in feeding tree basal area, increased fGCMs, which in turn induced increases in bacterial richness. Our findings show that the activation of the hypothalamic–pituitary–adrenal (HPA)-axis, which is a physiological response sensitive to environmental stressors such as the ecological disturbance of a habitat, contributes to structure the gut microbiome of arboreal primates in disturbed forests.
Collapse
|
13
|
Mallott EK, Skovmand LH, Garber PA, Amato KR. The fecal metabolome of black howler monkeys (Alouatta pigra) varies in response to seasonal dietary changes. Mol Ecol 2022; 31:4146-4161. [PMID: 35665560 PMCID: PMC9543302 DOI: 10.1111/mec.16559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 04/29/2022] [Accepted: 05/20/2022] [Indexed: 11/29/2022]
Abstract
Mammals rely on the metabolic functions of their gut microbiota to meet their energetic needs and digest potentially toxic components in their diet. The gut microbiome plastically responds to shifts in host diet and may buffer variation in energy and nutrient availability. However, it is unclear how seasonal differences in the gut microbiome influence microbial metabolism and nutrients available to hosts. In this study, we examine seasonal variation in the gut metabolome of black howler monkeys (Alouatta pigra) to determine whether those variations are associated with differences in gut microbiome composition and nutrient intake, and if plasticity in the gut microbiome buffers shortfalls in energy or nutrient intake. We integrated data on the metabolome of 81 faecal samples from 16 individuals collected across three distinct seasons with gut microbiome, nutrient intake and plant metabolite consumption data from the same period. Faecal metabolite profiles differed significantly between seasons and were strongly associated with changes in plant metabolite consumption. However, microbial community composition and faecal metabolite composition were not strongly associated. Additionally, the connectivity and stability of faecal metabolome networks varied seasonally, with network connectivity being highest during the dry, fruit‐dominated season when black howler monkey diets were calorically and nutritionally constrained. Network stability was highest during the dry, leaf‐dominated season when most nutrients were being consumed at intermediate rates. Our results suggest that the gut microbiome buffers seasonal variation in dietary intake, and that the buffering effect is most limited when host diet becomes calorically or nutritionally restricted.
Collapse
Affiliation(s)
- Elizabeth K Mallott
- Department of Anthropology, Northwestern University, Evanston, IL, USA.,Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA.,Vanderbilt Microbiome Innovation Center, Vanderbilt University, Nashville, TN, USA
| | | | - Paul A Garber
- Department of Anthropology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.,Program in Ecology, Evolution, and Conservation Biology, University of Illinois at Urbana-Champaign, Urbana, IL, USA.,International Centre of Biodiversity and Primate Conservation, Dali University, Dali, Yunnan, China
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, IL, USA
| |
Collapse
|
14
|
Obrochta S, Savo Sardaro ML, Amato KR, Murray MH. Relationships Between Migration and Microbiome Composition and Diversity in Urban Canada Geese. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.742369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Microbiome analysis presents an opportunity to understand how urban environments affect avian physiology. For example, habitat use can affect microbiome diversity and composition, and hosts with more diverse gut microbiota are thought to be more resistant to pathogens and have increased fitness. However, the microbiome is an understudied aspect of avian ecology, particularly in the context of migration and urbanization in wild birds. For this study, we hypothesized that, within urban birds, migrants would exhibit greater microbial diversity and inter-individual variation in microbiome composition than residents because they are exposed to more diverse habitats. We focused on Canada geese (Branta canadensis), one of many migratory species that exhibit increasingly more year-round residency in cities. We used 16S rRNA gene amplicon sequencing to quantify microbiome taxonomic composition in fecal samples from 32 GPS-tracked Canada geese, 22 of which were year-round residents of the Chicago area and 10 of which were migrants. Similar to recent studies on wild species feeding near human habitation, urban resident geese had higher gut microbial diversity than migrants. They also had increased inter-individual variation in microbiome composition and, on average, lower relative abundances of bacteria in the phylum Firmicutes, and the genera Terrisporobacter, Turicibacter, and Cellulosilyticum, which all have metabolic functions that may aid in goose digestion. Therefore, the gut microbiome of resident geese may provide fewer potential health benefits. These patterns may be a result of anthropogenic influences on aspects of resident goose ecology, such as diet, as well the influence of migration on migrant goose ecology and biology. Overall, our results suggest that reduced migration for urban-adapted wildlife species may have important consequences for physiology and health.
Collapse
|
15
|
Warne RW, Dallas J. Microbiome mediation of animal life histories
via
metabolites and insulin‐like signalling. Biol Rev Camb Philos Soc 2022; 97:1118-1130. [DOI: 10.1111/brv.12833] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 01/05/2022] [Accepted: 01/06/2022] [Indexed: 12/15/2022]
Affiliation(s)
- Robin W. Warne
- School of Biological Sciences Southern Illinois University 1125 Lincoln Dr. Carbondale IL 62901‐6501 U.S.A
| | - Jason Dallas
- School of Biological Sciences Southern Illinois University 1125 Lincoln Dr. Carbondale IL 62901‐6501 U.S.A
| |
Collapse
|
16
|
McManus N, Holmes SM, Louis EE, Johnson SE, Baden AL, Amato KR. The gut microbiome as an indicator of habitat disturbance in a Critically Endangered lemur. BMC Ecol Evol 2021; 21:222. [PMID: 34915861 PMCID: PMC8680155 DOI: 10.1186/s12862-021-01945-z] [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: 06/29/2021] [Accepted: 11/23/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Habitat disturbance affects the biology and health of animals globally. Understanding the factors that contribute to the differential responses of animals to habitat disturbance is critical for conservation. The gut microbiota represents a potential pathway through which host responses to habitat disturbance might be mediated. However, a lack of quantitative environmental data in many gut microbiome (GM) studies of wild animals limits our ability to pinpoint mechanisms through which habitat disturbance affects the GM. Here, we examine the impact of anthropogenic habitat disturbance on the diet and GM of the Critically Endangered black-and-white ruffed lemur (Varecia variegata editorum). We collected fecal samples and behavioral data from Varecia occupying habitats qualitatively categorized as primary forest, moderately disturbed forest, and heavily disturbed forest. RESULTS Varecia diet and GM composition differed substantially across sites. Dietary richness predicted GM richness across sites, and overall GM composition was strongly correlated to diet composition. Additionally, the consumption of three specific food items positively correlated to the relative abundances of five microbial strains and one microbial genus across sites. However, diet did not explain all of the GM variation in our dataset, and differences in the GM were detected that were not correlated with diet, as measured. CONCLUSIONS Our data suggest that diet is an important influence on the Varecia GM across habitats and thus could be leveraged in novel conservation efforts in the future. However, other factors such as contact with humans should also be accounted for. Overall, we demonstrate that quantitative data describing host habitats must be paired with GM data to better target the specific mechanisms through which environmental change affects the GM.
Collapse
Affiliation(s)
- Nicolette McManus
- Department of Anthropology, Northwestern University, Evanston, IL, 60208, USA
| | - Sheila M Holmes
- Department of Anthropology and Archaeology, University of Calgary, Calgary, AB, T2N 1N4, Canada
- Department of Wildlife, Fish and Environmental Studies, Swedish University of Agricultural Sciences, 90183, Umeå, Sweden
| | - Edward E Louis
- Grewcock Center for Conservation and Research, Omaha's Henry Doorly Zoo, Omaha, NE, 68107, USA
| | - Steig E Johnson
- Department of Anthropology and Archaeology, University of Calgary, Calgary, AB, T2N 1N4, Canada
| | - Andrea L Baden
- Department of Anthropology, Hunter College of the City University of New York, New York, NY, 10065, USA.
- Department of Anthropology, The Graduate Center of the City University of New York, New York, NY, USA.
- The New York Consortium in Evolutionary Primatology (NYCEP), New York, USA.
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, IL, 60208, USA.
| |
Collapse
|
17
|
Grassotti TT, Kothe CI, Prichula J, Mohellibi N, Mann MB, Wagner PGC, Campos FS, Campos AAS, Frazzon J, Frazzon APG. Fecal bacterial communities of wild black capuchin monkeys ( Sapajus nigritus) from the Atlantic Forest biome in Southern Brazil are divergent from those of other non-human primates. CURRENT RESEARCH IN MICROBIAL SCIENCES 2021; 2:100048. [PMID: 34841339 PMCID: PMC8610302 DOI: 10.1016/j.crmicr.2021.100048] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 06/19/2021] [Accepted: 07/07/2021] [Indexed: 12/13/2022] Open
Abstract
Gut microbiota are influenced by factors such as diet, habitat, and social contact, which directly affect the host's health. Studies related to gut microbiota in non-human primates are increasing worldwide. However, little remains known about the gut bacterial composition in wild Brazilian monkeys. Therefore, we studied the fecal microbiota composition of wild black capuchin monkey (Sapajus nigritus) (n=10) populations from two different Atlantic Forest biome fragments (five individuals per fragment) in south Brazil. The bacterial community was identified via the high-throughput sequencing and partial amplification of the 16S rRNA gene (V4 region) using an Ion Personal Genome Machine (PGMTM) System. In contrast to other studies involving monkey microbiota, which have generally reported the phyla Firmicutes and Bacteroidetes as predominant, black capuchin monkeys showed a high relative abundance of Proteobacteria ( χ ¯ = 80.54%), followed by Firmicutes ( χ ¯ = 12.14%), Actinobacteria ( χ ¯ = 4.60%), and Bacteriodetes ( χ ¯ = 1.31%). This observed particularity may have been influenced by anthropogenic actions related to the wild habitat and/or diet specific to the Brazilian biome's characteristics and/or monkey foraging behavior. Comparisons of species richness (Chao1) and diversity indices (Simpson and InvSimpson) showed no significant differences between the two groups of monkeys. Interestingly, PICRUSt2 analysis revealed that metabolic pathways present in the bacterial communities were associated with xenobiotic biodegradation and the biosynthesis of secondary metabolites, which may suggest positive effects on monkey health and conservation in this anthropogenic habitat. Infectious disease-associated microorganisms were also observed in the samples. The present study provides information about the bacterial population and metabolic functions present in fecal microbiota, which may contribute to a better understanding of the ecology and biology of black capuchin monkeys living in forest fragments within the Atlantic Forest biome in southern Brazil. Additionally, the present study demonstrates that the fecal bacterial communities of wild black capuchin monkeys in this area are divergent from those of other wild non-human primates.
Collapse
Key Words
- FROGS, Find Rapidly OTUs with Galaxy Solution
- FastQC, Fast Quality Control
- Fecal microbiota
- HTS, high-throughput sequencing
- KEGG, Kyoto Encyclopedia of Genes and Genomes
- MultiQC, Multi Quality Control
- OTUs, Operational Taxonomic Units
- PGMTM, Personal Genome Machine
- PICRUSt2, Phylogenetic Investigation of Communities by Reconstruction of Unobserved State
- Primate conservation
- Proteobacteria
- Robust capuchins
- SCS, Santa Cruz do Sul
- SSC, São Sebastião do Caí
- SSU, Small Subunit rRNA gene
- Wild south Brazilian primates
Collapse
Affiliation(s)
- Tiela Trapp Grassotti
- Post-Graduation Program in Agricultural and Environmental Microbiology, Microbiology, Immunology, and Parasitology Department, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Caroline Isabel Kothe
- Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, Jouy-en-Josas, France
| | - Janira Prichula
- Department of Health Sciences, Federal University of Health Sciences of Porto Alegre, Porto Alegre, RS, Brazil
| | - Nacer Mohellibi
- Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, Jouy-en-Josas, France
| | - Michele Bertoni Mann
- Post-Graduation Program in Agricultural and Environmental Microbiology, Microbiology, Immunology, and Parasitology Department, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | | | - Fabricio Souza Campos
- Laboratory of Bioinformatics and Biotechnology, Campus de Gurupi, Federal University of Tocantins, Gurupi, TO, Brazil; Federal University of Tocantins, Federal University of Tocantins, Palmas, TO, Brazil
| | | | - Jeverson Frazzon
- Biochemistry and Molecular Biology of Microorganisms Laboratory, Institute of Food Science and Technology, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Ana Paula Guedes Frazzon
- Post-Graduation Program in Agricultural and Environmental Microbiology, Microbiology, Immunology, and Parasitology Department, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| |
Collapse
|
18
|
Mallott EK, Amato KR. Butyrate-production pathway abundances are similar in human and nonhuman primate gut microbiomes. Mol Biol Evol 2021; 39:6372698. [PMID: 34542625 PMCID: PMC8763029 DOI: 10.1093/molbev/msab279] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Over the course of human evolution, shifts in dietary practices such as meat-eating and cooking, have resulted in reduced fiber intake, a trend that has been exaggerated more recently in industrialized populations. Reduced fiber consumption is associated with a loss of gut microbial taxa that degrade fiber, particularly butyrate. Therefore, this dietary shift in humans may have altered the abundance of microbial genes involved in butyrate production. This study uses a gene-targeted alignment approach to quantify the abundance of butyrate production pathway genes from published wild nonhuman primate and human gut metagenomes. Surprisingly, humans have higher diversity and relative abundances of butyrate production pathways compared with all groups of nonhuman primates except cercopithecoids. Industrialized populations of humans also differ only slightly in butyrate pathway abundance from nonindustrialized populations. This apparent resilience of butyrate production pathways to shifts in human diet across both evolutionary and modern populations may signal an evolutionary shift in host–microbe interactions in humans that increased SCFA production. Such a shift could have contributed to meeting the increased energy requirements of humans relative to nonhuman primates.
Collapse
Affiliation(s)
- Elizabeth K Mallott
- Department of Anthropology, Northwestern University, 1810 Hinman Ave, Evanston, IL 60208, USA;
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, 1810 Hinman Ave, Evanston, IL 60208, USA;
| |
Collapse
|
19
|
Martínez-Mota R, Righini N, Mallott EK, Gillespie TR, Amato KR. The relationship between pinworm (Trypanoxyuris) infection and gut bacteria in wild black howler monkeys (Alouatta pigra). Am J Primatol 2021; 83:e23330. [PMID: 34529285 DOI: 10.1002/ajp.23330] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 07/17/2021] [Accepted: 09/04/2021] [Indexed: 12/21/2022]
Abstract
Gut bacteria may coexist with other groups of organisms, such as nematode parasites, that inhabit the gastrointestinal tract of primates; however, the possible effects of endoparasites on bacterial communities are frequently overlooked. Here we explored whether infection with Trypanoxyuris, an oxyurid gastrointestinal parasite, is associated with changes in the gut bacterial community of wild black howler monkeys (Alouatta pigra), by comparing gut bacterial communities of consistently infected individuals and individuals that never tested positive for Trypanoxyuris throughout different months across the year. We additionally controlled for other sources of variation reported to influence the primate microbiome including individual identity, social group, and seasonality. Trypanoxyuris infection was not related to differences in gut bacterial alpha diversity, but was weakly associated with differences in gut bacterial community structure. In contrast, among the covariates considered, both individual identity and social group were more strongly associated with variation in the howler gut bacterial community. Our results suggest that gastrointestinal parasites may be associated, to some extent, with shifts in the gut bacterial communities hosted by free-ranging primates, although a causal link still needs to be established. Further studies of wild primate hosts infected with parasite species with different pathogenicity are needed to better elucidate health-related consequences from the parasite-microbiome interplay.
Collapse
Affiliation(s)
- Rodolfo Martínez-Mota
- Centro de Investigaciones Tropicales (CITRO), Universidad Veracruzana, Xalapa, Veracruz, Mexico
| | - Nicoletta Righini
- Instituto de Investigaciones en Comportamiento Alimentario y Nutrición (IICAN), Universidad de Guadalajara, Ciudad Guzmán, Jalisco, Mexico
| | - Elizabeth K Mallott
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Thomas R Gillespie
- Department of Environmental Sciences, Program in Population Biology, Ecology, and Evolutionary Biology, Emory University, Atlanta, Georgia, USA.,Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| |
Collapse
|
20
|
McMahon EK, Cavigelli SA. Gaps to Address in Ecological Studies of Temperament and Physiology. Integr Comp Biol 2021; 61:1917-1932. [PMID: 34097030 DOI: 10.1093/icb/icab118] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Ecology is a diverse field with many researchers interested in drivers and consequences of variability within populations. Two aspects of variability that have been addressed are behavioral and physiological. While these have been shown to separately influence ecological outcomes such as survival, reproductive success and fitness, combined they could better predict within-population variability in survival and fitness. Recently there has been a focus on potential fitness outcomes of consistent behavioral traits that are referred to as personality or temperament (e.g. boldness, sociability, exploration, etc.). Given this recent focus, it is an optimal time to identify areas to supplement in this field, particularly in determining the relationship between temperament and physiological traits. To maximize progress, in this perspective paper we propose that the following two areas be addressed: (1) increased diversity of species, and (2) increased number of physiological processes studied, with an eye toward using more representative and relatively consistent measures across studies. We first highlight information that has been gleaned from species that are frequently studied to determine how animal personality relates to physiology and/or survival/fitness. We then shine a spotlight on important taxa that have been understudied and that can contribute meaningful, complementary information to this area of research. And last, we propose a brief array of physiological processes to relate to temperament, and that can significantly impact fitness, and that may be accessible in field studies.
Collapse
Affiliation(s)
- Elyse K McMahon
- Ecology Graduate Program, Pennsylvania State University, University Park, PA 16802, USA.,Center for Brain, Behavior, and Cognition, Pennsylvania State University, University Park, PA 16802, USA.,Department of Biobehavioral Health, Pennsylvania State University, University Park, PA 16802, USA
| | - Sonia A Cavigelli
- Center for Brain, Behavior, and Cognition, Pennsylvania State University, University Park, PA 16802, USA.,Department of Biobehavioral Health, Pennsylvania State University, University Park, PA 16802, USA
| |
Collapse
|
21
|
Bolt LM, Brandt LSE, Molina RL, Schreier AL. Maderas Rainforest Conservancy: A One Health approach to conservation. Am J Primatol 2021; 84:e23293. [PMID: 34096645 DOI: 10.1002/ajp.23293] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 05/09/2021] [Accepted: 05/22/2021] [Indexed: 11/09/2022]
Abstract
Maderas Rainforest Conservancy (MRC) was incorporated as a conservation nonprofit organization in 2008, and manages two sites where biological field courses have been offered since the 1990s: La Suerte Biological Research Station in Costa Rica, and Ometepe Biological Research Station in Nicaragua. MRC employs a One Health approach to conservation education, and can serve as a model for other biological field sites. The Nicaraguan Molina family, who owns the sites, partnered with primatologist Paul Garber in 1994 to develop a primate field course aimed at introducing university students to field research. Through using their land to further conservation education and research, the Molina family has preserved the forest and engaged the local communities near their sites. Eight graduate theses and 46 refereed publications have been completed since 2010 based on research undertaken at MRC sites. While primate field courses have been offered at least once annually since 1994 and remain popular, a range of other ecological courses are now additionally offered. MRC operates from a One Health perspective, engaging in forest restoration and ecological monitoring projects, and has gradually expanded community outreach initiatives. MRC now conducts regular medical and veterinary missions in the communities surrounding the research stations which provide health care to local people and limit the population growth of domestic animals, thereby increasing the survival of wild animals. MRC is also active in ESL-teaching and conservation education, and funds Proyecto Jade, which empowers local women to make and sell organic jewelry. Through these programs, MRC works to help the local communities live more sustainably with the environment around them. MRC's support of research, commitment to education, medical and veterinary missions, and outreach initiatives to the local community all work together for the well-being of both the people and the environment, thus exemplifying the One Health perspective.
Collapse
Affiliation(s)
- Laura M Bolt
- Department of Anthropology, University of Waterloo, Waterloo, Ontario, Canada.,The Maderas Rainforest Conservancy, Miami, Florida, USA
| | - LaRoy S E Brandt
- The Maderas Rainforest Conservancy, Miami, Florida, USA.,Department of Biology, Lincoln Memorial University, Harrogate, Tennessee, USA
| | | | - Amy L Schreier
- The Maderas Rainforest Conservancy, Miami, Florida, USA.,Department of Biology, Regis University, Denver, Colorado, USA
| |
Collapse
|
22
|
Janiak MC, Montague MJ, Villamil CI, Stock MK, Trujillo AE, DePasquale AN, Orkin JD, Bauman Surratt SE, Gonzalez O, Platt ML, Martínez MI, Antón SC, Dominguez-Bello MG, Melin AD, Higham JP. Age and sex-associated variation in the multi-site microbiome of an entire social group of free-ranging rhesus macaques. MICROBIOME 2021; 9:68. [PMID: 33752735 PMCID: PMC7986251 DOI: 10.1186/s40168-021-01009-w] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 02/02/2021] [Indexed: 05/07/2023]
Abstract
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. Video abstract.
Collapse
Affiliation(s)
- Mareike C Janiak
- Department of Anthropology and Archaeology, University of Calgary, Alberta, Canada.
- Alberta Children's Hospital Research Institute, Alberta, Canada.
- Department of Anthropology, New York University, New York, USA.
- School of Science, Engineering and Environment, University of Salford, Salford, UK.
| | - Michael J Montague
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA
| | - Catalina I Villamil
- School of Chiropractic, Universidad Central del Caribe, Bayamón, Puerto Rico
| | - Michala K Stock
- Department of Sociology and Anthropology, Metropolitan State University of Denver, Denver, CO, USA
| | - Amber E Trujillo
- Department of Anthropology, New York University, New York, USA
- New York Consortium in Evolutionary Primatology, New York, NY, USA
| | - Allegra N DePasquale
- Department of Anthropology and Archaeology, University of Calgary, Alberta, Canada
| | - Joseph D Orkin
- Institut de Biologia Evolutiva, Universitat Pompeu Fabra-CSIC, Barcelona, Spain
| | | | - Olga Gonzalez
- Disease Intervention and Prevention, Southwest National Primate Research Center, San Antonio, TX, USA
| | - Michael L Platt
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA
| | - Melween I Martínez
- Caribbean Primate Research Center, University of Puerto Rico, San Juan, Puerto Rico
| | - Susan C Antón
- Department of Anthropology, New York University, New York, USA
- New York Consortium in Evolutionary Primatology, New York, NY, USA
| | - Maria Gloria Dominguez-Bello
- Department of Biochemistry and Microbiology, Rutgers University, New Brunswick, NJ, USA
- Department of Anthropology, Rutgers University, New Brunswick, NJ, USA
| | - Amanda D Melin
- Department of Anthropology and Archaeology, University of Calgary, Alberta, Canada
- Alberta Children's Hospital Research Institute, Alberta, Canada
- Department of Medical Genetics, University of Calgary, Alberta, Canada
| | - James P Higham
- Department of Anthropology, New York University, New York, USA
- New York Consortium in Evolutionary Primatology, New York, NY, USA
| |
Collapse
|
23
|
Baniel A, Amato KR, Beehner JC, Bergman TJ, Mercer A, Perlman RF, Petrullo L, Reitsema L, Sams S, Lu A, Snyder-Mackler N. Seasonal shifts in the gut microbiome indicate plastic responses to diet in wild geladas. MICROBIOME 2021; 9:26. [PMID: 33485388 PMCID: PMC7828014 DOI: 10.1186/s40168-020-00977-9] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 12/07/2020] [Indexed: 05/22/2023]
Abstract
BACKGROUND Adaptive shifts in gut microbiome composition are one route by which animals adapt to seasonal changes in food availability and diet. However, outside of dietary shifts, other potential environmental drivers of gut microbial composition have rarely been investigated, particularly in organisms living in their natural environments. RESULTS Here, we generated the largest wild nonhuman primate gut microbiome dataset to date to identify the environmental drivers of gut microbial diversity and function in 758 samples collected from wild Ethiopian geladas (Theropithecus gelada). Because geladas live in a cold, high-altitude environment and have a low-quality grass-based diet, they face extreme thermoregulatory and energetic constraints. We tested how proxies of food availability (rainfall) and thermoregulatory stress (temperature) predicted gut microbiome composition of geladas. The gelada gut microbiome composition covaried with rainfall and temperature in a pattern that suggests distinct responses to dietary and thermoregulatory challenges. Microbial changes were driven by differences in the main components of the diet across seasons: in rainier periods, the gut was dominated by cellulolytic/fermentative bacteria that specialized in digesting grass, while during dry periods the gut was dominated by bacteria that break down starches found in underground plant parts. Temperature had a comparatively smaller, but detectable, effect on the gut microbiome. During cold and dry periods, bacterial genes involved in energy, amino acid, and lipid metabolism increased, suggesting a stimulation of fermentation activity in the gut when thermoregulatory and nutritional stress co-occurred, and potentially helping geladas to maintain energy balance during challenging periods. CONCLUSION Together, these results shed light on the extent to which gut microbiota plasticity provides dietary and metabolic flexibility to the host, and might be a key factor to thriving in changing environments. On a longer evolutionary timescale, such metabolic flexibility provided by the gut microbiome may have also allowed members of Theropithecus to adopt a specialized diet, and colonize new high-altitude grassland habitats in East Africa. Video abstract.
Collapse
Affiliation(s)
- Alice Baniel
- Department of Anthropology, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, IL, 60208, USA
| | - Jacinta C Beehner
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Anthropology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Thore J Bergman
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Arianne Mercer
- Department of Psychology, University of Washington, Seattle, WA, 98195, USA
| | - Rachel F Perlman
- Interdepartmental Doctoral Program in Anthropological Sciences, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Lauren Petrullo
- Interdepartmental Doctoral Program in Anthropological Sciences, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Laurie Reitsema
- Department of Anthropology, University of Georgia, Athens, GA, 30602, USA
| | - Sierra Sams
- Department of Psychology, University of Washington, Seattle, WA, 98195, USA
| | - Amy Lu
- Department of Anthropology, Stony Brook University, Stony Brook, NY, 11794, USA.
| | - Noah Snyder-Mackler
- Department of Psychology, University of Washington, Seattle, WA, 98195, USA.
- Center for Evolution and Medicine, Arizona State University, Tempe, AZ, 85281, USA.
- School of Life Sciences, Arizona State University, Tempe, AZ, 85287, USA.
- Department of Biology, University of Washington, Seattle, WA, 98195, USA.
| |
Collapse
|
24
|
Hussain T, Murtaza G, Kalhoro DH, Kalhoro MS, Metwally E, Chughtai MI, Mazhar MU, Khan SA. Relationship between gut microbiota and host-metabolism: Emphasis on hormones related to reproductive function. ACTA ACUST UNITED AC 2021; 7:1-10. [PMID: 33997325 PMCID: PMC8110851 DOI: 10.1016/j.aninu.2020.11.005] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 11/16/2020] [Accepted: 11/25/2020] [Indexed: 12/31/2022]
Abstract
It has been well recognized that interactions between the gut microbiota and host-metabolism have a proven effect on health. The gut lumen is known for harboring different bacterial communities. Microbial by-products and structural components, which are derived through the gut microbiota, generate a signaling response to maintain homeostasis. Gut microbiota is not only involved in metabolic disorders, but also participates in the regulation of reproductive hormonal function. Bacterial phyla, which are localized in the gut, allow for the metabolization of steroid hormones through the stimulation of different enzymes. Reproductive hormones such as progesterone, estrogen and testosterone play a pivotal role in the successful completion of reproductive events. Disruption in this mechanism may lead to reproductive disorders. Environmental bacteria can affect the metabolism, and degrade steroid hormones and their relevant compounds. This behavior of the bacteria can safely be implemented to eliminate steroidal compounds from a polluted environment. In this review, we summarize the metabolism of steroid hormones on the regulation of gut microbiota and vice-versa, and also examined the significant influence this process has on various events of reproductive function. Altogether, the evidence suggests that steroid hormones and gut microbiota exert a central role in the modification of host bacterial action and impact the reproductive efficiency of animals and humans.
Collapse
Affiliation(s)
- Tarique Hussain
- Animal Sciences Division, Nuclear Institute for Agriculture and Biology College, Pakistan Institute of Engineering and Applied Sciences (NIAB-C, PIEAS), Faisalabad, 38000, Pakistan
| | - Ghulam Murtaza
- Department of Animal Reproduction, Faculty of Animal Husbandry and Veterinary Sciences, Sindh Agriculture University, Tandojam, Sindh, 70050, Pakistan
| | - Dildar H Kalhoro
- Department of Veterinary Microbiology, Faculty of Animal Husbandry and Veterinary Sciences, Sindh Agriculture University, Tandojam, Sindh, 70050, Pakistan
| | - Muhammad S Kalhoro
- Department of Animal Products Technology, Faculty of Animal Husbandry and Veterinary Sciences, Sindh Agriculture University, Tandojam, Sindh, 70050, Pakistan
| | - Elsayed Metwally
- Department of Cytology & Histology, Faculty of Veterinary Medicine, Suez Canal University, Ismailia, 41522, Egypt
| | - Muhammad I Chughtai
- Animal Sciences Division, Nuclear Institute for Agriculture and Biology College, Pakistan Institute of Engineering and Applied Sciences (NIAB-C, PIEAS), Faisalabad, 38000, Pakistan
| | - Muhammad U Mazhar
- Animal Sciences Division, Nuclear Institute for Agriculture and Biology College, Pakistan Institute of Engineering and Applied Sciences (NIAB-C, PIEAS), Faisalabad, 38000, Pakistan
| | - Shahzad A Khan
- Faculty of Animal Husbandry and Veterinary Sciences, University of Poonch, Rawalakot, 12350, Pakistan
| |
Collapse
|
25
|
Kuthyar S, Kowalewski MM, Roellig DM, Mallott EK, Zeng Y, Gillespie TR, Amato KR. Effects of anthropogenic habitat disturbance and Giardia duodenalis infection on a sentinel species' gut bacteria. Ecol Evol 2021; 11:45-57. [PMID: 33437414 PMCID: PMC7790644 DOI: 10.1002/ece3.6910] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 07/27/2020] [Accepted: 08/27/2020] [Indexed: 12/29/2022] Open
Abstract
Habitat disturbance, a common consequence of anthropogenic land use practices, creates human-animal interfaces where humans, wildlife, and domestic species can interact. These altered habitats can influence host-microbe dynamics, leading to potential downstream effects on host physiology and health. Here, we explored the effect of ecological overlap with humans and domestic species and infection with the protozoan parasite Giardia duodenalis on the bacteria of black and gold howler monkeys (Alouatta caraya), a key sentinel species, in northeastern Argentina. Fecal samples were screened for Giardia duodenalis infection using a nested PCR reaction, and the gut bacterial community was characterized using 16S rRNA gene amplicon sequencing. Habitat type was correlated with variation in A. caraya gut bacterial community composition but did not affect gut bacterial diversity. Giardia presence did not have a universal effect on A. caraya gut bacteria across habitats, perhaps due to the high infection prevalence across all habitats. However, some bacterial taxa were found to vary with Giardia infection. While A. caraya's behavioral plasticity and dietary flexibility allow them to exploit a range of habitat conditions, habitats are generally becoming more anthropogenically disturbed and, thus, less hospitable. Alterations in gut bacterial community dynamics are one possible indicator of negative health outcomes for A. caraya in these environments, since changes in host-microbe relationships due to stressors from habitat disturbance may lead to negative repercussions for host health. These dynamics are likely relevant for understanding organism responses to environmental change in other mammals.
Collapse
Affiliation(s)
- Sahana Kuthyar
- Department of AnthropologyNorthwestern UniversityEvanstonILUSA
- Departments of Environmental Sciences and Environmental Health and Program in Population Biology, Ecology, and Evolutionary BiologyEmory UniversityAtlantaGAUSA
| | - Martin M. Kowalewski
- Departments of Environmental Sciences and Environmental Health and Program in Population Biology, Ecology, and Evolutionary BiologyEmory UniversityAtlantaGAUSA
- Estación Biológica CorrientesMuseo Argentino de Ciencias Naturales “Bernardino Rivadavia” (MACN‐CONICET)CorrientesArgentina
| | - Dawn M. Roellig
- National Center for Emerging and Zoonotic Infectious DiseasesCenters for Disease Control and Prevention (CDC)AtlantaGAUSA
| | | | - Yan Zeng
- Department of AnthropologyNorthwestern UniversityEvanstonILUSA
| | - Thomas R. Gillespie
- Departments of Environmental Sciences and Environmental Health and Program in Population Biology, Ecology, and Evolutionary BiologyEmory UniversityAtlantaGAUSA
| | | |
Collapse
|
26
|
Variation of Gut Microbiome in Free-Ranging Female Tibetan Macaques ( Macaca thibetana) across Different Reproductive States. Animals (Basel) 2020; 11:ani11010039. [PMID: 33375491 PMCID: PMC7823274 DOI: 10.3390/ani11010039] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 12/15/2020] [Accepted: 12/23/2020] [Indexed: 01/01/2023] Open
Abstract
The gut microbiome is expected to adapt to the varying energetic and nutritional pressures in females of different reproductive states. Changes in the gut microbiome may lead to varying nutrient utilizing efficiency in pregnant and lactating female primates. In this study, we examined variation in the gut bacterial community composition of wild female Tibetan macaques (Macaca thibetana) across different reproductive states (cycling, pregnancy and lactation). Fecal samples (n = 25) were collected from ten adult females harvested across different reproductive states. Gut microbial community composition and potential functions were assessed using 16 S rRNA gene sequences. We found significant changes in gut bacterial taxonomic composition, structure and their potential functions in different reproductive states of our study species. In particular, the relative abundance of Proteobacteria increased significantly during pregnancy and lactation. In addition, the relative abundance of Succinivibrionaceae and Succinivibrio (Succinivibrionaceae) were overrepresented in pregnant females, whereas Bifidobacteriaceae and Bifidobacterium (Bifidobacteriaceae) were overrepresented in lactating females. Furthermore, the relative abundance of predicted functional genes of several metabolic pathways related to host's energy and nutrition, such as metabolism of carbohydrates, cofactors and vitamins, glycans and other amino acids, were enriched in pregnancy and lactation. Our findings suggest that changes in the gut microbiome may play an important role in meeting the energetic needs of pregnant and lactating Tibetan macaques. Future studies of the "microbial reproductive ecology" of primates that incorporate food availability, reproductive seasonality, female reproductive physiology and gut inflammation are warranted.
Collapse
|
27
|
Infant Skin Bacterial Communities Vary by Skin Site and Infant Age across Populations in Mexico and the United States. mSystems 2020; 5:5/6/e00834-20. [PMID: 33144313 PMCID: PMC7646528 DOI: 10.1128/msystems.00834-20] [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] [Indexed: 12/20/2022] Open
Abstract
This study contributes to the sparse literature on the infant skin microbiome in general, and the virtually nonexistent literature on the infant skin microbiome in a field setting. While microbiome research often addresses patterns at a national scale, this study addresses the influence of population-level factors, such as maternal socioeconomic status and contact with caregivers, on infant skin bacterial communities. This approach strengthens our understanding of how local variables influence the infant skin microbiome, and paves the way for additional studies to combine biological sample collection with questionnaires to adequately capture how specific behaviors dictate infant microbial exposures. Work in this realm has implications for infant care and health, as well as for investigating how the microbial communities of different body sites develop over time, with applications to specific health outcomes associated with the skin microbiome (e.g., immune system development or atopic dermatitis). Daily practices put humans in close contact with the surrounding environment, and differences in these practices have an impact on human physiology, development, and health. There is mounting evidence that the microbiome represents an interface that mediates interactions between the human body and the environment. In particular, the skin microbiome serves as the primary interface with the external environment and aids in host immune function by contributing as the first line of defense against pathogens. Despite these important connections, we have only a basic understanding of how the skin microbiome is first established, or which environmental factors contribute to its development. To this end, this study compared the skin bacterial communities of infants (n = 47) living in four populations in Mexico and the United States that span the socioeconomic gradient, where we predicted that variation in physical and social environments would shape the infant skin microbiome. Results of 16S rRNA bacterial gene sequencing on 119 samples (armpit, hand, and forehead) showed that infant skin bacterial diversity and composition are shaped by population-level factors, including those related to socioeconomic status and household composition, and vary by skin site and infant age. Differences in infant-environment interactions, including with other people, appear to vary across the populations, likely influencing infant microbial exposures and, in turn, the composition of infant skin bacterial communities. These findings suggest that variation in microbial exposures stemming from the local environment in infancy can impact the establishment of the skin microbiome across body sites, with implications for developmental and health outcomes. IMPORTANCE This study contributes to the sparse literature on the infant skin microbiome in general, and the virtually nonexistent literature on the infant skin microbiome in a field setting. While microbiome research often addresses patterns at a national scale, this study addresses the influence of population-level factors, such as maternal socioeconomic status and contact with caregivers, on infant skin bacterial communities. This approach strengthens our understanding of how local variables influence the infant skin microbiome, and paves the way for additional studies to combine biological sample collection with questionnaires to adequately capture how specific behaviors dictate infant microbial exposures. Work in this realm has implications for infant care and health, as well as for investigating how the microbial communities of different body sites develop over time, with applications to specific health outcomes associated with the skin microbiome (e.g., immune system development or atopic dermatitis).
Collapse
|
28
|
Mallott EK, Borries C, Koenig A, Amato KR, Lu A. Reproductive hormones mediate changes in the gut microbiome during pregnancy and lactation in Phayre's leaf monkeys. Sci Rep 2020; 10:9961. [PMID: 32561791 PMCID: PMC7305161 DOI: 10.1038/s41598-020-66865-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 05/28/2020] [Indexed: 12/20/2022] Open
Abstract
Studies in multiple host species have shown that gut microbial diversity and composition change during pregnancy and lactation. However, the specific mechanisms underlying these shifts are not well understood. Here, we use longitudinal data from wild Phayre's leaf monkeys to test the hypothesis that fluctuations in reproductive hormone concentrations contribute to gut microbial shifts during pregnancy. We described the microbial taxonomic composition of 91 fecal samples from 15 females (n = 16 cycling, n = 36 pregnant, n = 39 lactating) using 16S rRNA gene amplicon sequencing and assessed whether the resulting data were better explained by overall reproductive stage or by fecal estrogen (fE) and progesterone (fP) concentrations. Our results indicate that while overall reproductive stage affected gut microbiome composition, the observed patterns were driven by reproductive hormones. Females had lower gut microbial diversity during pregnancy and fP concentrations were negatively correlated with diversity. Additionally, fP concentrations predicted both unweighted and weighted UniFrac distances, while reproductive state only predicted unweighted UniFrac distances. Seasonality (rainfall and periods of phytoprogestin consumption) additionally influenced gut microbial diversity and composition. Our results indicate that reproductive hormones, specifically progestagens, contribute to the shifts in the gut microbiome during pregnancy and lactation.
Collapse
Affiliation(s)
| | - Carola Borries
- Department of Anthropology, Stony Brook University, Stony Brook, NY, USA
- Interdepartmental Doctoral Program in Anthropological Sciences, Stony Brook University, Stony Brook, NY, USA
| | - Andreas Koenig
- Department of Anthropology, Stony Brook University, Stony Brook, NY, USA
- Interdepartmental Doctoral Program in Anthropological Sciences, Stony Brook University, Stony Brook, NY, USA
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, IL, USA
| | - Amy Lu
- Department of Anthropology, Stony Brook University, Stony Brook, NY, USA
- Interdepartmental Doctoral Program in Anthropological Sciences, Stony Brook University, Stony Brook, NY, USA
| |
Collapse
|
29
|
Amato KR, Kuthyar S, Ekanayake‐Weber M, Salmi R, Snyder‐Mackler N, Wijayathunga L, Vandercone R, Lu A. Gut microbiome, diet, and conservation of endangered langurs in Sri Lanka. Biotropica 2020. [DOI: 10.1111/btp.12805] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Affiliation(s)
- Katherine R. Amato
- Department of Anthropology Northwestern University Evanston Illinois USA
| | - Sahana Kuthyar
- Department of Anthropology Northwestern University Evanston Illinois USA
| | - Marcy Ekanayake‐Weber
- Interdepartmental Doctoral Program in Anthropological Sciences Stony Brook University Stony Brook New York USA
| | - Roberta Salmi
- Department of Anthropology University of Georgia Athens Georgia USA
- Kaludiyapokuna Primate Conservation and Research Project Dambulla Sri Lanka
| | | | | | - Rajnish Vandercone
- Kaludiyapokuna Primate Conservation and Research Project Dambulla Sri Lanka
- Department of Biological Sciences Rajarata University Mihintale Sri Lanka
| | - Amy Lu
- Kaludiyapokuna Primate Conservation and Research Project Dambulla Sri Lanka
- Department of Anthropology Stony Brook University Stony Brook New York USA
| |
Collapse
|
30
|
Trevelline BK, MacLeod KJ, Langkilde T, Kohl KD. Gestation alters the gut microbiota of an oviparous lizard. FEMS Microbiol Ecol 2020; 95:5519851. [PMID: 31210275 DOI: 10.1093/femsec/fiz086] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 06/10/2019] [Indexed: 12/16/2022] Open
Abstract
Mammalian pregnancy can alter the diversity, membership and structure of the maternal gut microbiota, but it is unclear whether this phenomenon occurs in vertebrates with different reproductive strategies. We conducted 16S rRNA bacterial inventories to investigate whether oviparous lizards exhibit shifts in gut microbiota similar to those observed in mammals. Using wild-caught eastern fence lizards from Alabama, USA, we collected and extracted fecal DNA from gravid and non-gravid individuals over 54 days in captivity. We predicted that, like mammals, the alpha diversity of lizard gut microbiota would decrease over gestation, and that inter-individual variation in community composition would increase. Indeed, we found that individuals in late-gestation harbored lower gut bacterial richness compared to non-gravid females. Lizard gut microbial communities of late-gestational females exhibited higher pairwise distances for both community membership and community structure compared to earlier gestation stages, indicating a higher degree of inter-individual variation as gestation progressed. Additionally, we found that the relative abundance and prevalence of the candidate phylum Melainabacteria tended to decrease over the course of gestation. While the consequences of these specific alterations are unknown, our results suggest that a general restructuring of gut microbial communities over gestation may be widespread across vertebrate reproductive strategies.
Collapse
Affiliation(s)
- Brian K Trevelline
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Kirsty J MacLeod
- Department of Biology, The Pennsylvania State University, University Park, PA, 16801, USA.,Department of Ecosystem Science and Management, The Pennsylvania State University, University Park, PA, 16801, USA
| | - Tracy Langkilde
- Department of Biology, The Pennsylvania State University, University Park, PA, 16801, USA
| | - Kevin D Kohl
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| |
Collapse
|
31
|
Amato KR, Jeyakumar T, Poinar H, Gros P. Shifting Climates, Foods, and Diseases: The Human Microbiome through Evolution. Bioessays 2019; 41:e1900034. [PMID: 31524305 DOI: 10.1002/bies.201900034] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 07/29/2019] [Indexed: 12/26/2022]
Abstract
Human evolution has been punctuated by climate anomalies, structuring environments, deadly infections, and altering landscapes. How well humans adapted to these new circumstances had direct effects on fitness and survival. Here, how the gut microbiome could have contributed to human evolutionary success through contributions to host nutritional buffering and infectious disease resistance is reviewed. How changes in human genetics, diet, disease exposure, and social environments almost certainly altered microbial community composition is also explored. Emerging research points to the microbiome as a key player in host responses to environmental change. Therefore, the reciprocal interactions between humans and their microbes are likely to have shaped human patterns of local adaptation throughout our shared evolutionary history. Recent alterations in human lifestyle, however, are altering human microbiomes in unprecedented ways. The consequences of interrupted host-microbe relationships for human adaptive potential in the future are unknown.
Collapse
Affiliation(s)
- Katherine R Amato
- Department of Anthropology, Northwestern University, 1810 Hinman Avenue, Evanston, IL, 60208, USA
| | - Thiviya Jeyakumar
- McGill Center for the Study of Complex Traits, Department of Human Genetics, Department of Biochemistry, McGill University, 3649 Sir William Osler Promenade, Montreal, QC, H3G 0B1, Canada
| | - Hendrik Poinar
- Department of Anthropology, McMaster University, 1280 Main Street West, Hamilton, ON, L8S 4M4, Canada
| | - Philippe Gros
- Department of Biochemistry, McGill University, 3649 Sir William Osler Promenade, Montreal, QC, H3G 0B1, Canada
| |
Collapse
|
32
|
Extensive variability in the gut microbiome of a highly‐specialized and critically endangered lemur species across sites. Am J Primatol 2019; 81:e23046. [DOI: 10.1002/ajp.23046] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 08/15/2019] [Accepted: 08/18/2019] [Indexed: 02/03/2023]
|
33
|
Firrman J, Liu L, Tanes C, Bittinger K, Mahalak K, Rinaldi W. Metagenomic assessment of the Cebus apella gut microbiota. Am J Primatol 2019; 81:e23023. [PMID: 31240754 DOI: 10.1002/ajp.23023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 05/13/2019] [Accepted: 05/27/2019] [Indexed: 12/19/2022]
Abstract
Cebus Apella (C. apella) is a species of Nonhuman Primate (NHP) used for biomedical research because it is phylogenetically similar and shares anatomical commonalities with humans. Here, the gut microbiota of three C. apella were examined in the different regions of the intestinal tract. Using metagenomics, the gut microbiota associated with the luminal content and mucus layer for each intestinal region was identified, and functionality was investigated by quantifying the levels of short chain fatty acids (SCFAs) produced. The results of this study show a high degree of similarity in the intestinal communities among C. apella subjects, with multiple shared characteristics. First, the communities in the lumen were more phylogenetically diverse and rich compared to the mucus layer communities throughout the entire intestinal tract. The small intestine communities in the lumen displayed a higher Shannon diversity index compared to the colon communities. Second, all the communities were dominated by aero-tolerant taxa such as Streptococcus, Enterococcus, Abiotrophia, and Lactobacillus, although there was preferential colonization of specific taxa observed. Finally, the primary SCFA produced throughout the intestinal tract was acetic acid, with some propionic acid and butyric acid detected in the colon regions. The small intestine microbiota produced significantly less SCFAs compared to the communities in the colon. Collectively, these data provide an in-depth report on the composition, distribution, and SCFA production of the gut microbiota along the intestinal tract of the C. apella NHP animal model.
Collapse
Affiliation(s)
- Jenni Firrman
- United States Department of Agriculture, Dairy and Functional Foods Research Unit, Eastern Regional Research Center, Agricultural Research Service, Wyndmoor, Pennsylvania
| | - LinShu Liu
- United States Department of Agriculture, Dairy and Functional Foods Research Unit, Eastern Regional Research Center, Agricultural Research Service, Wyndmoor, Pennsylvania
| | - Ceylan Tanes
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Kyle Bittinger
- Division of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Karley Mahalak
- United States Department of Agriculture, Dairy and Functional Foods Research Unit, Eastern Regional Research Center, Agricultural Research Service, Wyndmoor, Pennsylvania
| | | |
Collapse
|
34
|
Garber PA, Mallott EK, Porter LM, Gomez A. The gut microbiome and metabolome of saddleback tamarins (Leontocebus weddelli): Insights into the foraging ecology of a small-bodied primate. Am J Primatol 2019; 81:e23003. [PMID: 31190348 DOI: 10.1002/ajp.23003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 05/07/2019] [Accepted: 05/12/2019] [Indexed: 12/23/2022]
Abstract
Body mass is a strong predictor of diet and nutritional requirements across a wide range of mammalian taxa. In the case of small-bodied primates, because of their limited gut volume, rapid food passage rate, and high metabolic rate, they are hypothesized to maintain high digestive efficiency by exploiting foods rich in protein, fats, and readily available energy. However, our understanding of the dietary requirements of wild primates is limited because little is known concerning the contributions of their gut microbiome to the breakdown and assimilation of macronutrients and energy. To study how the gut microbiome contributes to the feeding ecology of a small-bodied primate, we analyzed the fecal microbiome composition and metabolome of 22 wild saddleback tamarins (adult body mass 360-390 g) in Northern Bolivia. Samples were analyzed using high-throughput Illumina sequencing of the 16 S rRNA gene V3-V5 regions, coupled with GC-MS metabolomic profiling. Our analysis revealed that the distal microbiome of Leontocebus weddelli is largely dominated by two main bacterial genera: Xylanibacter and Hallella (34.7 ± 14.7 and 22.6 ± 12.4%, respectively). A predictive analysis of functions likely carried out by bacteria in the tamarin gut demonstrated the dominance of membrane transport systems and carbohydrate metabolism as the predominant metabolic pathways. Moreover, given a fecal metabolome composed mainly of glucose, fructose, and lactic acid (21.7 ± 15.9%, 16.5 ± 10.7%, and 6.8 ± 5.5%, respectively), the processing of highly fermentable carbohydrates appears to play a central role in the nutritional ecology of these small-bodied primates. Finally, the results also show a potential influence of environmentally-derived bacteria in colonizing the tamarin gut. These results indicate high energetic turnover in the distal gut of Weddell's saddleback tamarin, likely influenced by dominant bacterial taxa that facilitate dietary dependence on highly digestible carbohydrates present in nectar, plant exudates, and ripe fruits.
Collapse
Affiliation(s)
- Paul A Garber
- Department of Anthropology and Program in Ecology, Evolution, and Conservation Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | | | - Leila M Porter
- Department of Anthropology, Northern Illinois University, DeKalb, Illinois
| | - Andres Gomez
- Department of Animal Science, Integrated Animal Systems Biology Team, University of Minnesota, Minnesota
| |
Collapse
|
35
|
Abstract
The gut microbiome can influence host energy balances and metabolic programming. While this information is valuable in a disease context, it also has important implications for understanding host energetics from an ecological and evolutionary perspective. Here I argue that gut microbial influences on host life history-the timing of events that make up an organism's life-are an overlooked but robust area of study given that variation in life history is linked directly to host energetic budgets and allocation patterns. Additionally, while cultural influences on life history complicate the exploration of these links in humans, nonhuman primates represent an alternative system in which more robust associations can be made. By integrating human and nonhuman primate microbiome research within the context of life history theory, we will be able to more effectively pinpoint microbial contributions to host phenotypes. This information will improve our understanding of host-microbe interactions in health and disease and will transform the fields of ecology and evolution more generally.
Collapse
|
36
|
Orkin JD, Webb SE, Melin AD. Small to modest impact of social group on the gut microbiome of wild Costa Rican capuchins in a seasonal forest. Am J Primatol 2019; 81:e22985. [PMID: 31081233 DOI: 10.1002/ajp.22985] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 03/13/2019] [Accepted: 04/14/2019] [Indexed: 12/18/2022]
Abstract
The horizontal transmission of pathogenic and beneficial microbes has implications for health and development of socially living animals. Social group is repeatedly implicated as an important predictor of gut microbiome structure among primates, with individuals in neighboring social groups exhibiting distinct microbiomes. Here we examine whether group membership is a predictor of gut microbiome structure and diversity across three groups of white-faced capuchins (Cebus capucinus imitator) inhabiting a seasonal Costa Rican forest. We collected 62 fecal samples from 18 adult females during four sampling bouts. Sampling bouts spanned the dry-to-wet-to-dry seasonal transitions. To investigate gut microbial composition, we sequenced the V4 region of the 16S rRNA gene. We used the DADA2 pipeline to assign amplicon sequence variants and the RDP database to classify taxa. Our findings are: 1) gut microbiomes of capuchins clustered by social group in the late dry season, but this pattern was less evident in other sampling bouts; 2) social group was a significant variable in a PERMANOVA test of beta diversity, but it accounted for less variation than season; 3) social group was not an important predictor of abundance for the ten most abundant microbial taxa in capuchins; 4) when examining log2-fold abundances of microbes between social groups, there were significant differences in some pairwise comparisons. While this is suggestive of group-wide differences, individual variation may have a strong impact and should be assessed in future studies. Overall, we found a minor impact of social group membership on the gut microbiota of wild white-faced capuchins. Future research including home range overlap and resource use, as well as fine-scale investigation of individual variation, will further elucidate patterns of socially structured microbes.
Collapse
Affiliation(s)
- Joseph Daniel Orkin
- Department of Anthropology and Archaeology, University of Calgary, Calgary, Alberta.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta
| | - Shasta Ellen Webb
- Department of Anthropology and Archaeology, University of Calgary, Calgary, Alberta
| | - Amanda Dawn Melin
- Department of Anthropology and Archaeology, University of Calgary, Calgary, Alberta.,Alberta Children's Hospital Research Institute, University of Calgary, Calgary, Alberta.,Department of Medical Genetics, University of Calgary, Calgary, Alberta
| |
Collapse
|