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Otani S, Louise Jespersen M, Brinch C, Duus Møller F, Pilgaard B, Egholm Bruun Jensen E, Leekitcharoenphon P, Aaby Svendsen C, Aarestrup AH, Sonda T, Sylvina TJ, Leach J, Piel A, Stewart F, Sapountzis P, Kazyoba PE, Kumburu H, Aarestrup FM. Genomic and functional co-diversification imprint African Hominidae microbiomes to signal dietary and lifestyle adaptations. Gut Microbes 2025; 17:2484385. [PMID: 40164980 PMCID: PMC11959905 DOI: 10.1080/19490976.2025.2484385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Revised: 01/27/2025] [Accepted: 03/20/2025] [Indexed: 04/02/2025] Open
Abstract
In the diverse landscape of African hominids, the obligate relationship between the host and its microbiome narrates signals of adaptation and co-evolution. Sequencing 546 African hominid metagenomes, including those from indigenous Hadza and wild chimpanzees, identified similar bacterial richness and diversity surpassing those of westernized populations. While hominids share core bacterial communities, they also harbor distinct, population-specific bacterial taxa tailored to specific diets, ecology and lifestyles, differentiating non-indigenous and indigenous humans and chimpanzees. Even amongst shared bacterial communities, several core bacteria have co-diversified to fulfil unique dietary degradation functions within their host populations. These co-evolutionary trends extend to non-bacterial elements, such as mitochondrial DNA, antimicrobial resistance, and parasites. Our findings indicate that microbiome-host co-adaptations have led to both taxonomic and within taxa functional displacements to meet host physiological demands. The microbiome, in turn, transcends its taxonomic interchangeable role, reflecting the lifestyle, ecology and dietary history of its host.
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Affiliation(s)
- Saria Otani
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Marie Louise Jespersen
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
- Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Christian Brinch
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Frederik Duus Møller
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Bo Pilgaard
- Department of Biotechnology and Biomedicine, Section for Protein Chemistry and Enzyme Technology, Technical University of Denmark, Lyngby, Denmark
| | - Emilie Egholm Bruun Jensen
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Pimlapas Leekitcharoenphon
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Christina Aaby Svendsen
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Amalie H. Aarestrup
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Tolbert Sonda
- Biotechnology Research Laboratory, Kilimanjaro Clinical Research Institute (KCRI), Moshi, Tanzania
- Kilimanjaro Christian Medical Centre (KCMC), Moshi, Tanzania
- Department of Microbiology, Kilimanjaro Christian Medical University College (KCMUCo), Moshi, Tanzania
| | - Teresa J. Sylvina
- National Academies of Sciences, Engineering and Medicine, Washington, DC, USA
- Department of Veterinary and Biomedical Sciences, The Pennsylvania State University, State College, PA, USA
| | - Jeff Leach
- Microbiome Network and Department of Agricultural Biology, Colorado State University, Fort Collins, CO, USA
| | - Alexander Piel
- Department of Human Origins, Max Planck Institute of Evolutionary Anthropology, Leipzig, Germany
- Department of Anthropology, University College London, London, UK
| | - Fiona Stewart
- Department of Human Origins, Max Planck Institute of Evolutionary Anthropology, Leipzig, Germany
- Department of Anthropology, University College London, London, UK
- School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
| | | | - Paul E. Kazyoba
- National Institute for Medical Research, Dar-Es-Salaam, Tanzania
| | - Happiness Kumburu
- Biotechnology Research Laboratory, Kilimanjaro Clinical Research Institute (KCRI), Moshi, Tanzania
| | - Frank M. Aarestrup
- Research group for Genomic Epidemiology, National Food Institute, Technical University of Denmark, Lyngby, Denmark
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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; 185:e25020. [PMID: 39222382 DOI: 10.1002/ajpa.25020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [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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Hanski E, Raulo A, Knowles SCL. Early-life gut microbiota assembly patterns are conserved between laboratory and wild mice. Commun Biol 2024; 7:1456. [PMID: 39511304 PMCID: PMC11543677 DOI: 10.1038/s42003-024-07039-y] [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: 05/20/2024] [Accepted: 10/09/2024] [Indexed: 11/15/2024] Open
Abstract
Assembly of the mammalian gut microbiota during early life is known to shape key aspects of organismal development, including immunity, metabolism and behaviour. While house mice (Mus musculus) are the major laboratory model organism for gut microbiota research, their artificial lab-based lifestyle could fundamentally alter ecological processes of microbiota assembly and dynamics, in ways that affect their usefulness as a model system. To examine this, here we directly compared patterns of gut microbiota assembly in house mice from the lab and from the wild, making use of a tractable, individually-marked wild population where we could examine patterns of gut microbiota assembly during early life. Despite lab and wild mice harbouring taxonomically distinct communities, we identify striking similarities in multiple patterns of their gut microbiota assembly. Specifically, age-related changes in both alpha and beta diversity, as well as the abundance of predominant phyla and aerotolerance of the microbiota followed parallel trajectories in both settings. These results suggest some degree of intrinsic programme in gut microbiota assembly that transcends variation in taxonomic profiles, and the genetic and environmental background of the host. They further support the notion that despite their artificial environment, lab mice can provide meaningful insights into natural microbiota ecological dynamics in early life and their interplay with host development.
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Affiliation(s)
- Eveliina Hanski
- Department of Biology, University of Oxford, Oxford, Oxfordshire, UK.
- Faculty of Medicine, University of Helsinki, Helsinki, Southern Finland, Finland.
| | - Aura Raulo
- Department of Biology, University of Oxford, Oxford, Oxfordshire, UK
- Department of Computing, University of Turku, Turku, Western Finland, Finland
| | - Sarah C L Knowles
- Department of Biology, University of Oxford, Oxford, Oxfordshire, UK.
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Abraham JO, Lin B, Miller AE, Henry LP, Demmel MY, Warungu R, Mwangi M, Lobura PM, Pallares LF, Ayroles JF, Pringle RM, Rubenstein DI. Determinants of microbiome composition: Insights from free-ranging hybrid zebras (Equus quagga × grevyi). Mol Ecol 2024; 33:e17370. [PMID: 38682799 DOI: 10.1111/mec.17370] [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: 09/08/2023] [Revised: 04/12/2024] [Accepted: 04/17/2024] [Indexed: 05/01/2024]
Abstract
The composition of mammalian gut microbiomes is highly conserved within species, yet the mechanisms by which microbiome composition is transmitted and maintained within lineages of wild animals remain unclear. Mutually compatible hypotheses exist, including that microbiome fidelity results from inherited dietary habits, shared environmental exposure, morphophysiological filtering and/or maternal effects. Interspecific hybrids are a promising system in which to interrogate the determinants of microbiome composition because hybrids can decouple traits and processes that are otherwise co-inherited in their parent species. We used a population of free-living hybrid zebras (Equus quagga × grevyi) in Kenya to evaluate the roles of these four mechanisms in regulating microbiome composition. We analysed faecal DNA for both the trnL-P6 and the 16S rRNA V4 region to characterize the diets and microbiomes of the hybrid zebra and of their parent species, plains zebra (E. quagga) and Grevy's zebra (E. grevyi). We found that both diet and microbiome composition clustered by species, and that hybrid diets and microbiomes were largely nested within those of the maternal species, plains zebra. Hybrid microbiomes were less variable than those of either parent species where they co-occurred. Diet and microbiome composition were strongly correlated, although the strength of this correlation varied between species. These patterns are most consistent with the maternal-effects hypothesis, somewhat consistent with the diet hypothesis, and largely inconsistent with the environmental-sourcing and morphophysiological-filtering hypotheses. Maternal transmittance likely operates in conjunction with inherited feeding habits to conserve microbiome composition within species.
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Affiliation(s)
- Joel O Abraham
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
| | - Bing Lin
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
- School of Public and International Affairs, Princeton University, Princeton, New Jersey, USA
| | - Audrey E Miller
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
| | - Lucas P Henry
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
- Department of Biology, New York University, New York City, New York, USA
| | - Margaret Y Demmel
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
- Section of Ecology, Behavior and Evolution, University of California San Diego, San Diego, California, USA
| | | | | | | | - Luisa F Pallares
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey, USA
- Friedrich Miescher Laboratory, Max Planck Society, Tübingen, Germany
| | - Julien F Ayroles
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, New Jersey, USA
| | - Robert M Pringle
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
| | - Daniel I Rubenstein
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, USA
- Mpala Research Conservancy, Laikipia County, Kenya
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Bambi M, Galla G, Donati C, Rovero F, Hauffe HC, Barelli C. Gut microbiota variations in wild yellow baboons (Papio cynocephalus) are associated with sex and habitat disturbance. Sci Rep 2024; 14:869. [PMID: 38195759 PMCID: PMC10776872 DOI: 10.1038/s41598-023-50126-z] [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: 01/30/2023] [Accepted: 12/15/2023] [Indexed: 01/11/2024] Open
Abstract
Although male and female mammals differ in biological traits and functional needs, the contribution of this sexual dimorphism to variations in gut bacteria and fungi (gut microbiota) in relation to habitat type has not been fully examined. To understand whether the combination of sex and habitat affects gut microbiota variation, we analyzed 40 fecal samples of wild yellow baboons (Papio cynocephalus) living in contrasting habitat types (intact, well-protected vs. fragmented, less protected forests) in the Udzungwa Mountains of Tanzania. Sex determination was performed using the marker genes SRY (Sex-determining Region Y) and DDX3X-DDX3Y (DEAD-Box Helicase 3). Samples were attributed to 34 individuals (19 females and 15 males) belonging to five social groups. Combining the results of sex determination with two amplicon sequencing datasets on bacterial (V1-V3 region of the 16S rRNA gene) and fungal (ITS2) gut communities, we found that overall, baboon females had a significantly higher gut bacterial richness compared to males. Beta diversity estimates indicated that bacterial composition was significantly different between males and females, and this was true for individuals from both well- and less protected forests. Our results highlight the combined role of sex and habitat type in shaping variation in gut microbial communities in wild non-human primates.
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Affiliation(s)
- Marina Bambi
- Department of Biology, University of Florence, Sesto Fiorentino, Italy
- Conservation Genomics Research Unit, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
| | - Giulio Galla
- Conservation Genomics Research Unit, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
| | - Claudio Donati
- Computational Biology Research Unit, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
| | - Francesco Rovero
- Department of Biology, University of Florence, Sesto Fiorentino, Italy
| | - Heidi C Hauffe
- Conservation Genomics Research Unit, Research and Innovation Centre, Fondazione Edmund Mach, San Michele all'Adige, Italy
| | - Claudia Barelli
- Department of Biology, University of Florence, Sesto Fiorentino, Italy.
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Eckermann HA, Meijer J, Cooijmans K, Lahti L, de Weerth C. Daily skin-to-skin contact alters microbiota development in healthy full-term infants. Gut Microbes 2024; 16:2295403. [PMID: 38197254 PMCID: PMC10793693 DOI: 10.1080/19490976.2023.2295403] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 12/12/2023] [Indexed: 01/11/2024] Open
Abstract
The gut microbiota is vital for human body development and function. Its development in early life is influenced by various environmental factors. In this randomized controlled trial, the gut microbiota was obtained as a secondary outcome measure in a study on the effects of one hour of daily skin-to-skin contact (SSC) for five weeks in healthy full-term infants. Specifically, we studied the effects on alpha/beta diversity, volatility, microbiota maturation, and bacterial and gut-brain-axis-related functional abundances in microbiota assessed thrice in the first year. Pregnant Dutch women (n = 116) were randomly assigned to the SSC or care-as-usual groups. The SSC group participants engaged in one hour of daily SSC from birth to five weeks of age. Stool samples were collected at two, five, and 52 weeks and the V4 region was sequenced. We observed significant differences in the microbiota composition, bacterial abundances, and predicted functional pathways between the groups. The SSC group exhibited lower microbiota volatility during early infancy. Microbiota maturation was slower in the SSC group during the first year and our results suggested that breastfeeding duration may have partially mediated this relation. Our findings provide evidence that postpartum SSC may influence microbiota development. Replication is necessary to validate and generalize these results. Future studies should include direct stress measurements and extend microbiota sampling beyond the first year to investigate stress as a mechanism and research SSC's impact on long-term microbiota maturation trajectories.
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Affiliation(s)
- Henrik Andreas Eckermann
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud university medical center, Nijmegen, The Netherlands
| | - Jennifer Meijer
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud university medical center, Nijmegen, The Netherlands
| | - Kelly Cooijmans
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud university medical center, Nijmegen, The Netherlands
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Leo Lahti
- Department of Computing, University of Turku, Turku, Finland
| | - Carolina de Weerth
- Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, Radboud university medical center, Nijmegen, The Netherlands
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Flores JN, Lubin JB, Silverman MA. The case for microbial intervention at weaning. Gut Microbes 2024; 16:2414798. [PMID: 39468827 PMCID: PMC11540084 DOI: 10.1080/19490976.2024.2414798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 09/30/2024] [Accepted: 10/02/2024] [Indexed: 10/30/2024] Open
Abstract
Weaning, the transition from a milk-based diet to solid food, coincides with the most significant shift in gut microbiome composition in the lifetime of most mammals. Notably, this period also marks a "window of opportunity" where key components of the immune system develop, and host-microbe interactions shape long-term immune homeostasis thereby influencing the risk of autoimmune and inflammatory diseases. This review provides a comprehensive analysis of the changes in nutrition, microbiota, and host physiology that occur during weaning. We explore how these weaning-associated processes differ across species, lifestyles, and regions of the intestine. Using prinicples of microbial ecology, we propose that the weaning transition is an optimal period for microbiome-targeted therapeutic interventions. Additionally, we suggest that replicating features of the weaning microbiome in adults could promote the successful engraftment of probiotics. Finally, we highlight key research areas that could deepen our understanding of the complex relationships between diet, commensal microbes, and the host, informing the development of more effective microbial therapies.
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Affiliation(s)
- Julia N. Flores
- Division of Infectious Disease, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jean-Bernard Lubin
- Division of Infectious Disease, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
| | - Michael A. Silverman
- Division of Infectious Disease, Department of Pediatrics, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Institute for Immunology and Immune Health (I3H), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Wanelik KM, Raulo A, Troitsky T, Husby A, Knowles SCL. Maternal transmission gives way to social transmission during gut microbiota assembly in wild mice. Anim Microbiome 2023; 5:29. [PMID: 37259168 DOI: 10.1186/s42523-023-00247-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 04/17/2023] [Indexed: 06/02/2023] Open
Abstract
BACKGROUND The mammalian gut microbiota influences a wide array of phenotypes which are relevant to fitness, yet knowledge about the transmission routes by which gut microbes colonise hosts in natural populations remains limited. Here, we use an intensively studied wild population of wood mice (Apodemus sylvaticus) to examine how vertical (maternal) and horizontal (social) transmission routes influence gut microbiota composition throughout life. RESULTS We identify independent signals of maternal transmission (sharing of taxa between a mother and her offspring) and social transmission (sharing of taxa predicted by the social network), whose relative magnitudes shift as hosts age. In early life, gut microbiota composition is predicted by both maternal and social relationships, but by adulthood the impact of maternal transmission becomes undetectable, leaving only a signal of social transmission. By exploring which taxa drive the maternal transmission signal, we identify a candidate maternally-transmitted bacterial family in wood mice, the Muribaculaceae. CONCLUSION Overall, our findings point to an ontogenetically shifting transmission landscape in wild mice, with a mother's influence on microbiota composition waning as offspring age, while the relative impact of social contacts grows.
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Affiliation(s)
| | - Aura Raulo
- Department of Biology, University of Oxford, Oxford, UK
- Department of Computing, University of Turku, Turku, Finland
| | | | - Arild Husby
- Evolutionary Biology Centre, Department of Ecology and Genetics, Uppsala University, Uppsala, Sweden
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