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Manus MB, Lucore J, Kuthyar S, Moy M, Savo Sardaro ML, Amato KR. Technical note: A biological anthropologist's guide for applying microbiome science to studies of human and non-human primates. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2024:e25020. [PMID: 39222382 DOI: 10.1002/ajpa.25020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 05/28/2024] [Accepted: 08/18/2024] [Indexed: 09/04/2024]
Abstract
A central goal of biological anthropology is connecting environmental variation to differences in host physiology, biology, health, and evolution. The microbiome represents a valuable pathway for studying how variation in host environments impacts health outcomes. While there are many resources for learning about methods related to microbiome sample collection, laboratory analyses, and genetic sequencing, there are fewer dedicated to helping researchers navigate the dense portfolio of bioinformatics and statistical approaches for analyzing microbiome data. Those that do exist are rarely related to questions in biological anthropology and instead are often focused on human biomedicine. To address this gap, we expand on existing tutorials and provide a "road map" to aid biological anthropologists in understanding, selecting, and deploying the data analysis and visualization methods that are most appropriate for their specific research questions. Leveraging an existing dataset of fecal samples and survey data collected from wild geladas living in Simien Mountains National Park in Ethiopia (Baniel et al., 2021), this paper guides researchers toward answering three questions related to variation in the gut microbiome across host and environmental factors. By providing explanations, examples, and a reproducible workflow for different analytic methods, we move beyond the theoretical benefits of considering the microbiome within anthropological research and instead present researchers with a guide for applying microbiome science to their work. This paper makes microbiome science more accessible to biological anthropologists and paves the way for continued research into the microbiome's role in the ecology, evolution, and health of human and non-human primates.
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Affiliation(s)
- Melissa B Manus
- Department of Anthropology, University of Texas at San Antonio, San Antonio, Texas, USA
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
| | - Jordan Lucore
- Department of Anthropology, University of Michigan, Ann Arbor, Michigan, USA
| | - Sahana Kuthyar
- Division of Biological Sciences, University of California San Diego, La Jolla, California, USA
| | - Madelyn Moy
- 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
| | - Katherine R Amato
- Department of Anthropology, Northwestern University, Evanston, Illinois, USA
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Wiley KS, Gregg AM, Fox MM, Lagishetty V, Sandman CA, Jacobs JP, Glynn LM. Contact with caregivers is associated with composition of the infant gastrointestinal microbiome in the first 6 months of life. AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY 2024; 183:e24858. [PMID: 37804008 PMCID: PMC10922139 DOI: 10.1002/ajpa.24858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 08/18/2023] [Accepted: 09/24/2023] [Indexed: 10/08/2023]
Abstract
OBJECTIVES Little is known about how physical contact at birth and early caregiving environments influence the colonization of the infant gastrointestinal microbiome. We investigated how infant contact with caregivers at birth and within the first 2 weeks of life relates to the composition of the gastrointestinal microbiome in a sample of U.S. infants (n = 60). METHODS Skin-to-skin and physical contact with caregivers at birth and early caregiving environments were surveyed at 2 weeks postpartum. Stool samples were collected from infants at 2 weeks, 2, 6, and 12 months of age and underwent 16S rRNA sequencing as a proxy for the gastrointestinal microbiome. Associations between early caregiving environments and alpha and beta diversity, and differential abundance of bacteria at the genus level were assessed using PERMANOVA, and negative binomial mixed models in DEseq2. RESULTS Time in physical contact with caregivers explained 10% of variation in beta diversity at 2 weeks' age. The number of caregivers in the first few weeks of life explained 9% of variation in beta diversity at 2 weeks and the number of individuals in physical contact at birth explained 11% of variation in beta diversity at 6 months. Skin-to-skin contact on the day of birth was positively associated with the abundance of eight genera. Infants held for by more individuals had greater abundance of eight genera. DISCUSSION Results reveal a potential mechanism (skin-to-skin and physical contact) by which caregivers influence the infant gastrointestinal microbiome. Our findings contribute to work exploring the social transmission of microbes.
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Affiliation(s)
- Kyle S Wiley
- Department of Anthropology, UCLA, Los Angeles, California, USA
- Department of Psychiatry & Biobehavioral Sciences, UCLA, Los Angeles, California, USA
| | - Andrew M Gregg
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Molly M Fox
- Department of Anthropology, UCLA, Los Angeles, California, USA
- Department of Psychiatry & Biobehavioral Sciences, UCLA, Los Angeles, California, USA
| | - Venu Lagishetty
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- UCLA Microbiome Center, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Division of Gastroenterology, Hepatology and Parenteral Nutrition, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Curt A Sandman
- Department of Psychiatry and Human Behavior, UC Irvine, Irvine, California, USA
| | - Jonathan P Jacobs
- The Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- UCLA Microbiome Center, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
- Division of Gastroenterology, Hepatology and Parenteral Nutrition, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Laura M Glynn
- Department of Psychology, Chapman University, Orange, California, USA
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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: 2] [Impact Index Per Article: 2.0] [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.
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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
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