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Siracusa ER, Pavez-Fox MA, Negron-Del Valle JE, Phillips D, Platt ML, Snyder-Mackler N, Higham JP, Brent LJN, Silk MJ. Social ageing can protect against infectious disease in a group-living primate. Philos Trans R Soc Lond B Biol Sci 2024; 379:20220462. [PMID: 39463240 PMCID: PMC11528358 DOI: 10.1098/rstb.2022.0462] [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: 12/08/2023] [Revised: 02/09/2024] [Accepted: 02/13/2024] [Indexed: 10/29/2024] Open
Abstract
The benefits of social living are well established, but sociality also comes with costs, including infectious disease risk. This cost-benefit ratio of sociality is expected to change across individuals' lifespans, which may drive changes in social behaviour with age. To explore this idea, we combine data from a group-living primate for which social ageing has been described with epidemiological models to show that having lower social connectedness when older can protect against the costs of a hypothetical, directly transmitted endemic pathogen. Assuming no age differences in epidemiological characteristics (susceptibility to, severity and duration of infection), older individuals suffered lower infection costs, which was explained largely because they were less connected in their social networks than younger individuals. This benefit of 'social ageing' depended on epidemiological characteristics and was greatest when infection severity increased with age. When infection duration increased with age, social ageing was beneficial only when pathogen transmissibility was low. Older individuals benefited most from having a lower frequency of interactions (strength) and network embeddedness (closeness) and benefited less from having fewer social partners (degree). Our study provides a first examination of the epidemiology of social ageing, demonstrating the potential for pathogens to influence the evolutionary dynamics of social ageing in natural populations.This article is part of the discussion meeting issue 'Understanding age and society using natural populations'.
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Affiliation(s)
- Erin R. Siracusa
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | - Melissa A. Pavez-Fox
- Department of Psychology and Neuroscience, University of St Andrews, St Andrews, UK
| | | | - Daniel Phillips
- Center for Evolution and Medicine, Arizona State University, Tempe, AZ, USA
| | - Michael L. Platt
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, USA
- Department of Psychology, University of Pennsylvania, Philadelphia, PA, USA
- Department of Marketing, University of Pennsylvania, Philadelphia, PA, USA
| | - Noah Snyder-Mackler
- Center for Evolution and Medicine, Arizona State University, Tempe, AZ, USA
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
- School for Human Evolution and Social Change, Arizona State University, Tempe, AZ, USA
| | - James P. Higham
- Department of Anthropology, New York University, New York, NY, USA
| | - Lauren J. N. Brent
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | - Matthew J. Silk
- Institute of Ecology and Evolution, School of Biological Sciences, University of Edinburgh, Edinburgh, UK
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2
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Siracusa ER, Pavez-Fox MA, Negron-Del Valle JE, Phillips D, Platt ML, Snyder-Mackler N, Higham JP, Brent LJN, Silk MJ. Social ageing can protect against infectious disease in a group-living primate. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.09.584237. [PMID: 38559098 PMCID: PMC10979879 DOI: 10.1101/2024.03.09.584237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
The benefits of social living are well established, but sociality also comes with costs, including infectious disease risk. This cost-benefit ratio of sociality is expected to change across individuals' lifespans, which may drive changes in social behaviour with age. To explore this idea, we combine data from a group-living primate for which social ageing has been described with epidemiological models to show that having lower social connectedness when older can protect against the costs of a hypothetical, directly transmitted endemic pathogen. Assuming no age differences in epidemiological characteristics (susceptibility to, severity, and duration of infection), older individuals suffered lower infection costs, which was explained largely because they were less connected in their social networks than younger individuals. This benefit of 'social ageing' depended on epidemiological characteristics and was greatest when infection severity increased with age. When infection duration increased with age, social ageing was beneficial only when pathogen transmissibility was low. Older individuals benefited most from having a lower frequency of interactions (strength) and network embeddedness (closeness) and benefited less from having fewer social partners (degree). Our study provides a first examination of the epidemiology of social ageing, demonstrating the potential for pathogens to influence evolutionary dynamics of social ageing in natural populations.
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Affiliation(s)
- Erin R. Siracusa
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | | | | | - Daniel Phillips
- Center for Evolution and Medicine, Arizona State University, Arizona, USA
| | - Michael L. Platt
- Department of Neuroscience, University of Pennsylvania, PA, USA
- Department of Psychology, University of Pennsylvania, PA, USA
- Department of Marketing, University of Pennsylvania, PA, USA
| | - Noah Snyder-Mackler
- Center for Evolution and Medicine, Arizona State University, Arizona, USA
- School of Life Sciences, Arizona State University, Arizona, USA
- School for Human Evolution and Social Change, Arizona State University, Arizona, USA
| | - James P. Higham
- Department of Anthropology, New York University, New York, USA
| | - Lauren J. N. Brent
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | - Matthew J. Silk
- Institute of Ecology and Evolution, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
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3
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Herczeg D, Horváth G, Bókony V, Herczeg G, Kásler A, Holly D, Mikó Z, Ujhegyi N, Ujszegi J, Papp T, Hettyey A. Juvenile agile frogs spatially avoid ranavirus-infected conspecifics. Sci Rep 2024; 14:23945. [PMID: 39397128 PMCID: PMC11471862 DOI: 10.1038/s41598-024-74575-2] [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: 05/21/2024] [Accepted: 09/26/2024] [Indexed: 10/15/2024] Open
Abstract
Exposure to contagious pathogens can result in behavioural changes, which can alter the spread of infectious diseases. Healthy individuals can express generalized social distancing or avoid the sources of infection, while infected individuals can show passive or active self-isolation. Amphibians are globally threatened by contagious diseases, yet their behavioural responses to infections are scarcely known. We studied behavioural changes in agile frog (Rana dalmatina) juveniles upon exposure to a Ranavirus (Rv) using classic choice tests. We found that both non-infected and Rv-infected focal individuals spatially avoided infected conspecifics, while there were no signs of generalized social distancing, nor self-isolation. Avoidance of infected conspecifics may effectively hinder disease transmission, protecting non-infected individuals as well as preventing secondary infections in already infected individuals. On the other hand, the absence of self-isolation by infected individuals may facilitate it. Since infection status did not affect the time spent near conspecifics, it is unlikely that the pathogen manipulated host behaviour. More research is urgently needed to understand under what circumstances behavioural responses can help amphibians cope with infections, and how that affects disease dynamics in natural populations.
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Affiliation(s)
- Dávid Herczeg
- HUN-REN-ELTE-MTM Integrative Ecology Research Group, Budapest, Hungary.
- Department of Systematic Zoology and Ecology, ELTE Eötvös Loránd University, Budapest, Hungary.
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary.
| | - Gergely Horváth
- HUN-REN-ELTE-MTM Integrative Ecology Research Group, Budapest, Hungary
- Department of Systematic Zoology and Ecology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Veronika Bókony
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary
- Department of Zoology, University of Veterinary Medicine, Budapest, Hungary
| | - Gábor Herczeg
- HUN-REN-ELTE-MTM Integrative Ecology Research Group, Budapest, Hungary
- Department of Systematic Zoology and Ecology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Andrea Kásler
- Department of Systematic Zoology and Ecology, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Dóra Holly
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Zsanett Mikó
- Department of Systematic Zoology and Ecology, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary
| | - Nikolett Ujhegyi
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary
| | - János Ujszegi
- Department of Systematic Zoology and Ecology, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary
| | - Tibor Papp
- Disease Ecology and Wildlife Health Research Team, HUN-REN Institute for Veterinary Medical Research, Budapest, Hungary
| | - Attila Hettyey
- HUN-REN-ELTE-MTM Integrative Ecology Research Group, Budapest, Hungary
- Department of Systematic Zoology and Ecology, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Evolutionary Ecology, Plant Protection Institute, HUN-REN Centre for Agricultural Research, Budapest, Hungary
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4
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Nautiyal H, Romano V, Tanaka H, Huffman MA. Female social dynamics as viewed from grooming networks in the Central Himalayan Langur (Semnopithecus schistaceus). Am J Primatol 2024; 86:e23655. [PMID: 38922763 DOI: 10.1002/ajp.23655] [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: 05/28/2023] [Revised: 05/30/2024] [Accepted: 06/06/2024] [Indexed: 06/28/2024]
Abstract
Enhanced survival and reproduction are associated with an individual's direct and indirect social connections with members of a group. Yet, the role of these connections is little known in a vast range of primate species. We studied female Central Himalayan Langur (CHL) to investigate the link between four specific attributes (dominance rank, age, genetic relatedness, and the presence of females carrying infants) and a female's direct and indirect social relationships. By analyzing grooming networks, we revealed different behavioral strategies: high-ranking females form relationships with many females (high degree), whereas females with dependent infants have strong relationships (high strength and eigenvector). Subadult females are important individuals that hold the social network together (high betweenness), while an immigrant female strategy is to integrate herself into the group by forming strong bonds with females who themselves have strong bonds (high eigenvector). Our study sheds light on how behavioral strategies shape female CHL grooming networks, which may help them to secure fitness and survival advantages.
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Affiliation(s)
- Himani Nautiyal
- Primate Research Institute, Kyoto University, Inuyama, Aichi, Japan
- National Institute of Advanced Studies, Indian Institute of Science, Bengaluru, India
- College of Medicine, Howard University, Washington, District of Columbia, USA
| | - Valéria Romano
- IMBE, Aix Marseille Université, Avignon Université, CNRS, IRD, Marseille, France
| | - Hiroyuki Tanaka
- Primate Research Institute, Kyoto University, Inuyama, Aichi, Japan
- Center for Ecological Research, Inuyama Campus, Kyoto University, Inuyama, Aichi, Japan
| | - Michael A Huffman
- Primate Research Institute, Kyoto University, Inuyama, Aichi, Japan
- Wildlife Research Center, Inuyama Campus, Kyoto University, Inuyama, Aichi, Japan
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5
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Paulet J, Molina A, Beltzung B, Suzumura T, Yamamoto S, Sueur C. Deep learning for automatic facial detection and recognition in Japanese macaques: illuminating social networks. Primates 2024; 65:265-279. [PMID: 38758427 DOI: 10.1007/s10329-024-01137-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 05/07/2024] [Indexed: 05/18/2024]
Abstract
Individual identification plays a pivotal role in ecology and ethology, notably as a tool for complex social structures understanding. However, traditional identification methods often involve invasive physical tags and can prove both disruptive for animals and time-intensive for researchers. In recent years, the integration of deep learning in research has offered new methodological perspectives through the automatisation of complex tasks. Harnessing object detection and recognition technologies is increasingly used by researchers to achieve identification on video footage. This study represents a preliminary exploration into the development of a non-invasive tool for face detection and individual identification of Japanese macaques (Macaca fuscata) through deep learning. The ultimate goal of this research is, using identification done on the dataset, to automatically generate a social network representation of the studied population. The current main results are promising: (i) the creation of a Japanese macaques' face detector (Faster-RCNN model), reaching an accuracy of 82.2% and (ii) the creation of an individual recogniser for the Kōjima Island macaque population (YOLOv8n model), reaching an accuracy of 83%. We also created a Kōjima population social network by traditional methods, based on co-occurrences on videos. Thus, we provide a benchmark against which the automatically generated network will be assessed for reliability. These preliminary results are a testament to the potential of this approach to provide the scientific community with a tool for tracking individuals and social network studies in Japanese macaques.
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Affiliation(s)
- Julien Paulet
- Université Jean Monnet, Saint-Etienne, France
- Wildlife Research Center, Kyoto University, Kyoto, Japan
| | - Axel Molina
- Ecole Normale Supérieure, Université PCL, Paris, France
| | | | | | - Shinya Yamamoto
- Wildlife Research Center, Kyoto University, Kyoto, Japan
- Kyoto University Institute for Advanced Study, Kyoto, Japan
| | - Cédric Sueur
- Université de Strasbourg, IPHC UMR7178, CNRS, Strasbourg, France.
- ANTHROPO-LAB, ETHICS EA 7446, Université Catholique de Lille, Lille, France.
- Institut Universitaire de France, Paris, France.
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6
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Motes-Rodrigo A, Albery GF, Negron-Del Valle J, Philips D, Platt M, Brent LJ, Testard C. A natural disaster exacerbates and redistributes disease risk across free-ranging macaques by altering social structure. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.07.17.549341. [PMID: 37503037 PMCID: PMC10370147 DOI: 10.1101/2023.07.17.549341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Climate change is intensifying extreme weather events, with severe implications for ecosystem dynamics. A key behavioural mechanism whereby animals may cope with such events is by increasing social cohesion to improve access to scarce resources like refuges, which in turn could exacerbate epidemic risk due to increased close contact. However, how and to what extent natural disasters affect disease risk via changes in sociality remains unexplored in animal populations. By modelling disease spread in free-living rhesus macaque groups (Macaca mulatta) before and after a hurricane, we demonstrate doubled pathogen transmission rates up to five years following the disaster, equivalent to an increase in pathogen infectivity from 10% to 20%. Moreover, the hurricane redistributed the risk of infection across the population, decreasing status-related differences found in pre-hurricane years. These findings demonstrate that natural disasters can exacerbate and homogenise epidemic risk in an animal population via changes in sociality. These observations provide unexpected further mechanisms by which extreme weather events can threaten wildlife health, population viability, and spillover to humans.
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7
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Ardoin T, Sueur C. Automatic identification of stone-handling behaviour in Japanese macaques using LabGym artificial intelligence. Primates 2024; 65:159-172. [PMID: 38520479 DOI: 10.1007/s10329-024-01123-x] [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: 11/08/2023] [Accepted: 02/22/2024] [Indexed: 03/25/2024]
Abstract
The latest advances in artificial intelligence technology have opened doors to the video analysis of complex behaviours. In light of this, ethologists are actively exploring the potential of these innovations to streamline the time-intensive behavioural analysis process using video data. Several tools have been developed for this purpose in primatology in the past decade. Nonetheless, each tool grapples with technical constraints. To address these limitations, we have established a comprehensive protocol designed to harness the capabilities of a cutting-edge artificial intelligence-assisted software, LabGym. The primary objective of this study was to evaluate the suitability of LabGym for the analysis of primate behaviour, focusing on Japanese macaques as our model subjects. First, we developed a model that accurately detects Japanese macaques, allowing us to analyse their actions using LabGym. Our behavioural analysis model succeeded in recognising stone-handling-like behaviours on video. However, the absence of quantitative data within the specified time frame limits the ability of our study to draw definitive conclusions regarding the quality of the behavioural analysis. Nevertheless, to the best of our knowledge, this study represents the first instance of applying the LabGym tool specifically for the analysis of primate behaviours, with our model focusing on the automated recognition and categorisation of specific behaviours in Japanese macaques. It lays the groundwork for future research in this promising field to complexify our model using the latest version of LabGym and associated tools, such as multi-class detection and interactive behaviour analysis.
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Affiliation(s)
- Théo Ardoin
- Master Biodiversité Ecologie Et Evolution, Université Paris-Saclay, Orsay, France
- Magistère de Biologie, Université Paris-Saclay, Orsay, France
| | - Cédric Sueur
- Université de Strasbourg, IPHC UMR7178, CNRS, Strasbourg, France.
- ANTHROPO-LAB, ETHICS EA 7446, Université Catholique de Lille, Lille, France.
- Institut Universitaire de France, Paris, France.
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8
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Song Y, Yang Q. Revisiting the Modularity-Disease transmission Link: Uncovering the importance of intra-modular structure. J Theor Biol 2024; 583:111772. [PMID: 38442844 DOI: 10.1016/j.jtbi.2024.111772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 02/17/2024] [Accepted: 02/22/2024] [Indexed: 03/07/2024]
Abstract
Studies have shown that the internal structure of modules is hardly important for the spread of epidemics. However, most of these studies have assumed that intra-module connectivity and inter-module connectivity do not affect each other. In reality, changes in the internal structure of modules may affect inter-module links and thus change the modularity of the entire network. Therefore, we have developed a theoretical network model with adjustable modularity to investigate the impact of this situation on disease transmission. Our findings indicate that the intra-module structure plays a crucial role in disease outbreaks. Changes in intra-module structure lead to significant numerical changes in peak prevalence and duration of disease. This implies that the potential impact of changes in exposure patterns within modules should also be considered when investigating the exact impact of modular social networks on disease burden.
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Affiliation(s)
- Yan Song
- School of Business and Management, Shanghai international Studies University, 200083 Shanghai, China
| | - Qian Yang
- School of Business and Management, Shanghai international Studies University, 200083 Shanghai, China.
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9
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Romano V, Puga-Gonzalez I, MacIntosh AJJ, Sueur C. The role of social attraction and social avoidance in shaping modular networks. ROYAL SOCIETY OPEN SCIENCE 2024; 11:231619. [PMID: 38420628 PMCID: PMC10898973 DOI: 10.1098/rsos.231619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/02/2024] [Indexed: 03/02/2024]
Abstract
How interactions between individuals contribute to the emergence of complex societies is a major question in behavioural ecology. Nonetheless, little remains known about the type of immediate social structure (i.e. social network) that emerges from relationships that maximize beneficial interactions (e.g. social attraction towards informed individuals) and minimize costly relationships (e.g. social avoidance of infected group mates). We developed an agent-based model where individuals vary in the degree to which individuals signal benefits versus costs to others and, on this basis, choose with whom to interact depending on simple rules of social attraction (e.g. access to the highest benefits) and social avoidance (e.g. avoiding the highest costs). Our main findings demonstrate that the accumulation of individual decisions to avoid interactions with highly costly individuals, but that are to some extent homogeneously beneficial, leads to more modular networks. On the contrary, individuals favouring interactions with highly beneficial individuals, but that are to some extent homogeneously costly, lead to less modular networks. Interestingly, statistical models also indicate that when individuals have multiple potentially beneficial partners to interact with, and no interaction cost exists, this also leads to more modular networks. Yet, the degree of modularity is contingent upon the variability in benefit levels held by individuals. We discuss the emergence of modularity in the systems and their consequences for understanding social trade-offs.
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Affiliation(s)
- Valéria Romano
- IMBE, Aix Marseille Univ., Avignon Univ., CNRS, IRD, Marseille, France
| | - Ivan Puga-Gonzalez
- Center for Modelling Social Systems (CMSS) at NORCE, Kristiansand, Norway
| | | | - Cédric Sueur
- Université de Strasbourg, CNRS, IPHC UMR 7178, 67000 Strasbourg, France
- Institut Universitaire de France, Paris, France
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10
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Gupte PR, Albery GF, Gismann J, Sweeny A, Weissing FJ. Novel pathogen introduction triggers rapid evolution in animal social movement strategies. eLife 2023; 12:e81805. [PMID: 37548365 PMCID: PMC10449382 DOI: 10.7554/elife.81805] [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: 07/12/2022] [Accepted: 08/04/2023] [Indexed: 08/08/2023] Open
Abstract
Animal sociality emerges from individual decisions on how to balance the costs and benefits of being sociable. Novel pathogens introduced into wildlife populations should increase the costs of sociality, selecting against gregariousness. Using an individual-based model that captures essential features of pathogen transmission among social hosts, we show how novel pathogen introduction provokes the rapid evolutionary emergence and coexistence of distinct social movement strategies. These strategies differ in how they trade the benefits of social information against the risk of infection. Overall, pathogen-risk-adapted populations move more and have fewer associations with other individuals than their pathogen-risk-naive ancestors, reducing disease spread. Host evolution to be less social can be sufficient to cause a pathogen to be eliminated from a population, which is followed by a rapid recovery in social tendency. Our conceptual model is broadly applicable to a wide range of potential host-pathogen introductions and offers initial predictions for the eco-evolutionary consequences of wildlife pathogen spillover scenarios and a template for the development of theory in the ecology and evolution of animals' movement decisions.
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Affiliation(s)
- Pratik Rajan Gupte
- Groningen Institute for Evolutionary Life Sciences, University of GroningenGroningenNetherlands
| | - Gregory F Albery
- Georgetown UniversityWashingtonUnited States
- Wissenschaftskolleg zu BerlinBerlinGermany
| | - Jakob Gismann
- Groningen Institute for Evolutionary Life Sciences, University of GroningenGroningenNetherlands
| | - Amy Sweeny
- Institute of Evolutionary Biology, University of EdinburghEdinburghUnited Kingdom
| | - Franz J Weissing
- Groningen Institute for Evolutionary Life Sciences, University of GroningenGroningenNetherlands
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11
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Rushmore J, Beechler BR, Tavalire H, Gorsich EE, Charleston B, Devan‐Song A, Glidden CK, Jolles AE. The heterogeneous herd: Drivers of close-contact variation in African buffalo and implications for pathogen invasion. Ecol Evol 2023; 13:e10447. [PMID: 37621318 PMCID: PMC10445036 DOI: 10.1002/ece3.10447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 07/28/2023] [Accepted: 08/05/2023] [Indexed: 08/26/2023] Open
Abstract
Many infectious pathogens are shared through social interactions, and examining host connectivity has offered valuable insights for understanding patterns of pathogen transmission across wildlife species. African buffalo are social ungulates and important reservoirs of directly-transmitted pathogens that impact numerous wildlife and livestock species. Here, we analyzed African buffalo social networks to quantify variation in close contacts, examined drivers of contact heterogeneity, and investigated how the observed contact patterns affect pathogen invasion likelihoods for a wild social ungulate. We collected continuous association data using proximity collars and sampled host traits approximately every 2 months during a 15-month study period in Kruger National Park, South Africa. Although the observed herd was well connected, with most individuals contacting each other during each bimonthly interval, our analyses revealed striking heterogeneity in close-contact associations among herd members. Network analysis showed that individual connectivity was stable over time and that individual age, sex, reproductive status, and pairwise genetic relatedness were important predictors of buffalo connectivity. Calves were the most connected members of the herd, and adult males were the least connected. These findings highlight the role susceptible calves may play in the transmission of pathogens within the herd. We also demonstrate that, at time scales relevant to infectious pathogens found in nature, the observed level of connectivity affects pathogen invasion likelihoods for a wide range of infectious periods and transmissibilities. Ultimately, our study identifies key predictors of social connectivity in a social ungulate and illustrates how contact heterogeneity, even within a highly connected herd, can shape pathogen invasion likelihoods.
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Affiliation(s)
- Julie Rushmore
- Carlson College of Veterinary MedicineOregon State UniversityCorvallisOregonUSA
- One Health Institute, School of Veterinary MedicineUniversity of CaliforniaDavisCaliforniaUSA
- EpiCenter for Disease Dynamics, School of Veterinary MedicineUniversity of CaliforniaDavisCaliforniaUSA
| | - Brianna R. Beechler
- Carlson College of Veterinary MedicineOregon State UniversityCorvallisOregonUSA
| | - Hannah Tavalire
- Department of Integrative BiologyOregon State UniversityCorvallisOregonUSA
| | - Erin E. Gorsich
- Department of Integrative BiologyOregon State UniversityCorvallisOregonUSA
- The Zeeman Institute: Systems Biology and Infectious Disease Epidemiology ResearchUniversity of WarwickCoventryUK
- School of Life SciencesUniversity of WarwickCoventryUK
| | | | - Anne Devan‐Song
- Department of Integrative BiologyOregon State UniversityCorvallisOregonUSA
| | | | - Anna E. Jolles
- Carlson College of Veterinary MedicineOregon State UniversityCorvallisOregonUSA
- Department of Integrative BiologyOregon State UniversityCorvallisOregonUSA
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12
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Della Libera K, Strandburg-Peshkin A, Griffith SC, Leu ST. Fission-fusion dynamics in sheep: the influence of resource distribution and temporal activity patterns. ROYAL SOCIETY OPEN SCIENCE 2023; 10:230402. [PMID: 37476510 PMCID: PMC10354475 DOI: 10.1098/rsos.230402] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 07/03/2023] [Indexed: 07/22/2023]
Abstract
Fission-fusion events, i.e. changes to the size and composition of animal social groups, are a mechanism to adjust the social environment in response to short-term changes in the cost-benefit ratio of group living. Furthermore, the time and location of fission-fusion events provide insight into the underlying drivers of these dynamics. Here, we describe a method for identifying group membership over time and for extracting fission-fusion events from animal tracking data. We applied this method to high-resolution GPS data of free-ranging sheep (Ovis aries). Group size was highest during times when sheep typically rest (midday and at night), and when anti-predator benefits of grouping are high while costs of competition are low. Consistent with this, fission and fusion frequencies were highest during early morning and late evening, suggesting that social restructuring occurs during periods of high activity. However, fission and fusion events were not more frequent near food patches and water resources when adjusted for overall space use. This suggests a limited role of resource competition. Our results elucidate the dynamics of grouping in response to social and ecological drivers, and we provide a tool for investigating these dynamics in other species.
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Affiliation(s)
- Katja Della Libera
- Department of Natural Sciences, Minerva University, San Francisco, CA, USA
- Department of Ecology and Evolution, University of Chicago Biological Sciences Division, Chicago, IL 60637-5416, USA
| | - Ariana Strandburg-Peshkin
- Biology Department, University of Konstanz, Konstanz, Baden-Württemberg, Germany
- Centre for the Advanced Study of Collective Behaviour, University of Konstanz, Konstanz, Baden-Württemberg, Germany
- Department for the Ecology of Animal Societies, Max Planck Institute of Animal Behavior, Radolfzell, Baden-Württemberg Germany
| | - Simon C. Griffith
- School of Natural Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
- School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Stephan T. Leu
- School of Natural Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
- School of Animal and Veterinary Sciences, The University of Adelaide, Adelaide, South Australia, Australia
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13
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Socioconnectomics: Connectomics Should Be Extended to Societies to Better Understand Evolutionary Processes. SCI 2023. [DOI: 10.3390/sci5010005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Connectomics, which is the network study of connectomes or maps of the nervous system of an organism, should be applied and expanded to human and animal societies, resulting in the birth of the domain of socioconnectomics compared to neuroconnectomics. This new network study framework would open up new perspectives in evolutionary biology and add new elements to theories, such as the social and cultural brain hypotheses. Answering questions about network topology, specialization, and their connections with functionality at one level (i.e., neural or societal) may help in understanding the evolutionary trajectories of these patterns at the other level. Expanding connectomics to societies should be done in comparison and combination with multilevel network studies and the possibility of multiorganization selection processes. The study of neuroconnectomes and socioconnectomes in animals, from simpler to more advanced ones, could lead to a better understanding of social network evolution and the feedback between social complexity and brain complexity.
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14
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Fedurek P, Lacroix L, Aktipis A, Cronk L, Makambi J, Mabulla I, Lehmann J, Berbesque JC. Relationship between proximity and physiological stress levels in hunter-gatherers: The Hadza. Horm Behav 2023; 147:105294. [PMID: 36521419 DOI: 10.1016/j.yhbeh.2022.105294] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 11/02/2022] [Accepted: 11/29/2022] [Indexed: 12/15/2022]
Abstract
In recent years there has been a great deal of documentation on how social relationships are related to various aspects of human wellbeing. However, until recently most studies investigating the effects of social relationships on wellbeing have applied social network measures to reported social contacts. Recent advances in the application of bio-loggers in biological studies have now made it possible to quantify social relationships based on in-person, rather than self-reported, social interactions. We used GPS-derived in-camp and out-of-camp proximity data to analyse how in-person proximity is related to Hair Cortisol Concentration (HCC) among Hadza hunter-gatherers. Time spent in close proximity to other camp members was associated with higher HCC, especially in women. In contrast, individuals who spent more time in close out-of-camp proximity to their best friend experienced lower HCC. Our study suggests that physiological costs related to group living might be mitigated by in-person interactions with close friends. We also find that the location (i.e., in-camp vs out-of-camp) of proximity to others and self-perceived friends is associated with HCC among the Hadza.
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Affiliation(s)
- Piotr Fedurek
- Anthropology Programme, University of Roehampton, London, UK; Department of Anthropology, Ludwik Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wroclaw, Poland.
| | - Laurent Lacroix
- Health Sciences Research Centre, University of Roehampton, London, UK
| | - Athena Aktipis
- Department of Psychology, Arizona State University, Tempe, AZ, USA
| | - Lee Cronk
- Department of Anthropology, Rutgers University, New Brunswick, NJ, USA
| | - Jerryson Makambi
- Mount Meru Tour Guide and International Language School, Arusha, Tanzania
| | | | - Julia Lehmann
- Anthropology Programme, University of Roehampton, London, UK
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15
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Social dilemmas of sociality due to beneficial and costly contagion. PLoS Comput Biol 2022; 18:e1010670. [DOI: 10.1371/journal.pcbi.1010670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 12/05/2022] [Accepted: 10/20/2022] [Indexed: 11/22/2022] Open
Abstract
Levels of sociality in nature vary widely. Some species are solitary; others live in family groups; some form complex multi-family societies. Increased levels of social interaction can allow for the spread of useful innovations and beneficial information, but can also facilitate the spread of harmful contagions, such as infectious diseases. It is natural to assume that these contagion processes shape the evolution of complex social systems, but an explicit account of the dynamics of sociality under selection pressure imposed by contagion remains elusive. We consider a model for the evolution of sociality strategies in the presence of both a beneficial and costly contagion. We study the dynamics of this model at three timescales: using a susceptible-infectious-susceptible (SIS) model to describe contagion spread for given sociality strategies, a replicator equation to study the changing fractions of two different levels of sociality, and an adaptive dynamics approach to study the long-time evolution of the population level of sociality. For a wide range of assumptions about the benefits and costs of infection, we identify a social dilemma: the evolutionarily-stable sociality strategy (ESS) is distinct from the collective optimum—the level of sociality that would be best for all individuals. In particular, the ESS level of social interaction is greater (respectively less) than the social optimum when the good contagion spreads more (respectively less) readily than the bad contagion. Our results shed light on how contagion shapes the evolution of social interaction, but reveals that evolution may not necessarily lead populations to social structures that are good for any or all.
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16
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Bles O, Deneubourg JL, Sueur C, Nicolis SC. A Data-Driven Simulation of the Trophallactic Network and Intranidal Food Flow Dissemination in Ants. Animals (Basel) 2022; 12:2963. [PMID: 36359087 PMCID: PMC9655576 DOI: 10.3390/ani12212963] [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: 07/19/2022] [Revised: 10/24/2022] [Accepted: 10/25/2022] [Indexed: 09/29/2023] Open
Abstract
Food sharing can occur in both social and non-social species, but it is crucial in eusocial species, in which only some group members collect food. This food collection and the intranidal (i.e., inside the nest) food distribution through trophallactic (i.e., mouth-to-mouth) exchanges are fundamental in eusocial insects. However, the behavioural rules underlying the regulation and the dynamics of food intake and the resulting networks of exchange are poorly understood. In this study, we provide new insights into the behavioural rules underlying the structure of trophallactic networks and food dissemination dynamics within the colony. We build a simple data-driven model that implements interindividual variability and the division of labour to investigate the processes of food accumulation/dissemination inside the nest, both at the individual and collective levels. We also test the alternative hypotheses (no variability and no division of labour). The division of labour, combined with inter-individual variability, leads to predictions of the food dynamics and exchange networks that run, contrary to the other models. Our results suggest a link between the interindividual heterogeneity of the trophallactic behaviours, the food flow dynamics and the network of trophallactic events. Our results show that a slight level of heterogeneity in the number of trophallactic events is enough to generate the properties of the experimental networks and seems to be crucial for the creation of efficient trophallactic networks. Despite the relative simplicity of the model rules, efficient trophallactic networks may emerge as the networks observed in ants, leading to a better understanding of the evolution of self-organisation in such societies.
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Affiliation(s)
- Olivier Bles
- Center for Nonlinear Phenomena and Complex Systems (Cenoli)—CP 231, Université Libre de Bruxelles (ULB), B-1050 Bruxelles, Belgium
| | - Jean-Louis Deneubourg
- Center for Nonlinear Phenomena and Complex Systems (Cenoli)—CP 231, Université Libre de Bruxelles (ULB), B-1050 Bruxelles, Belgium
| | - Cédric Sueur
- Université de Strasbourg, CNRS (Centre National de la Recherche Scientifique), IPHC (Institut Pluridisciplinaire Hubert Curien), UMR 7178, 67000 Strasbourg, France
- Institut Universitaire de France, 75005 Paris, France
| | - Stamatios C. Nicolis
- Center for Nonlinear Phenomena and Complex Systems (Cenoli)—CP 231, Université Libre de Bruxelles (ULB), B-1050 Bruxelles, Belgium
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17
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Lemonnier C, Bize P, Boonstra R, Dobson FS, Criscuolo F, Viblanc VA. Effects of the social environment on vertebrate fitness and health in nature: Moving beyond the stress axis. Horm Behav 2022; 145:105232. [PMID: 35853411 DOI: 10.1016/j.yhbeh.2022.105232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 06/04/2022] [Accepted: 06/22/2022] [Indexed: 11/22/2022]
Abstract
Social interactions are a ubiquitous feature of the lives of vertebrate species. These may be cooperative or competitive, and shape the dynamics of social systems, with profound effects on individual behavior, physiology, fitness, and health. On one hand, a wealth of studies on humans, laboratory animal models, and captive species have focused on understanding the relationships between social interactions and individual health within the context of disease and pathology. On the other, ecological studies are attempting an understanding of how social interactions shape individual phenotypes in the wild, and the consequences this entails in terms of adaptation. Whereas numerous studies in wild vertebrates have focused on the relationships between social environments and the stress axis, much remains to be done in understanding how socially-related activation of the stress axis coordinates other key physiological functions related to health. Here, we review the state of our current knowledge on the effects that social interactions may have on other markers of vertebrate fitness and health. Building upon complementary findings from the biomedical and ecological fields, we identify 6 key physiological functions (cellular metabolism, oxidative stress, cellular senescence, immunity, brain function, and the regulation of biological rhythms) which are intimately related to the stress axis, and likely directly affected by social interactions. Our goal is a holistic understanding of how social environments affect vertebrate fitness and health in the wild. Whereas both social interactions and social environments are recognized as important sources of phenotypic variation, their consequences on vertebrate fitness, and the adaptive nature of social-stress-induced phenotypes, remain unclear. Social flexibility, or the ability of an animal to change its social behavior with resulting changes in social systems in response to fluctuating environments, has emerged as a critical underlying factor that may buffer the beneficial and detrimental effects of social environments on vertebrate fitness and health.
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Affiliation(s)
- Camille Lemonnier
- Ecole Normale Supérieur de Lyon, 69342 Lyon, France; Université de Strasbourg, CNRS, IPHC UMR 7178, 67000 Strasbourg, France.
| | - Pierre Bize
- School of Biological Sciences, University of Aberdeen, Aberdeen, UK; Swiss Institute of Ornithology, Sempach, Switzerland
| | - Rudy Boonstra
- Department of Biological Sciences, University of Toronto Scarborough, Toronto, Canada
| | - F Stephen Dobson
- Université de Strasbourg, CNRS, IPHC UMR 7178, 67000 Strasbourg, France; Department of Biological Sciences, Auburn University, Auburn, AL, USA
| | | | - Vincent A Viblanc
- Université de Strasbourg, CNRS, IPHC UMR 7178, 67000 Strasbourg, France
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18
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Romano V, Lussiana A, Monteith KM, MacIntosh AJJ, Vale PF. Host genetics and pathogen species modulate infection-induced changes in social aggregation behaviour. Biol Lett 2022; 18:20220233. [PMID: 36043302 PMCID: PMC9428545 DOI: 10.1098/rsbl.2022.0233] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 08/10/2022] [Indexed: 11/17/2022] Open
Abstract
Identifying how infection modifies host behaviours that determine social contact networks is important for understanding heterogeneity in infectious disease dynamics. Here, we investigate whether group social behaviour is modified during bacterial infection in fruit flies (Drosophila melanogaster) according to pathogen species, infectious dose, host genetic background and sex. In one experiment, we find that systemic infection with four different bacterial species results in a reduction in the mean pairwise distance within infected female flies, and that the extent of this change depends on pathogen species. However, susceptible flies did not show any evidence of avoidance in the presence of infected flies. In a separate experiment, we observed genetic- and sex-based variation in social aggregation within infected, same-sex groups, with infected female flies aggregating more closely than infected males. In general, our results confirm that bacterial infection induces changes in fruit fly behaviour across a range of pathogen species, but also highlight that these effects vary between fly genetic backgrounds and can be sex-specific. We discuss possible explanations for sex differences in social aggregation and their consequences for individual variation in pathogen transmission.
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Affiliation(s)
- Valéria Romano
- IMBE, Aix Marseille Univ., Avignon Univ., CNRS, IRD, Marseille, France
- Kyoto University Wildlife Research Center, Japan
| | - Amy Lussiana
- Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | - Katy M. Monteith
- Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, UK
| | | | - Pedro F. Vale
- Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, UK
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19
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Rosengaus R, Traniello J, Bakker T. Sociality and disease: behavioral perspectives in ecological and evolutionary immunology. Behav Ecol Sociobiol 2022; 76:98. [PMID: 35821673 PMCID: PMC9263030 DOI: 10.1007/s00265-022-03203-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Rebeca Rosengaus
- Department of Marine and Environmental Sciences, Northeastern University, Boston, MA 02115-5000 USA
| | - James Traniello
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA 02215 USA
| | - Theo Bakker
- Institute for Evolutionary Biology and Ecology, University of Bonn, An der Immenburg 1, 53121 Bonn, Germany
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20
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Ashby B, Farine DR. Social information use shapes the coevolution of sociality and virulence. Evolution 2022; 76:1153-1169. [PMID: 35420704 PMCID: PMC9322624 DOI: 10.1111/evo.14491] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 02/14/2022] [Accepted: 02/20/2022] [Indexed: 01/21/2023]
Abstract
Social contacts can facilitate the spread of both survival-related information and infectious diseases, but little is known about how these processes combine to shape host and parasite evolution. Here, we use a theoretical model that captures both infection and information transmission processes to investigate how host sociality (contact effort) and parasite virulence (disease-associated mortality rate) (co)evolve. We show that selection for sociality (and in turn, virulence) depends on both the intrinsic costs and benefits of social information and infection as well as their relative prevalence in the population. Specifically, greater sociality and lower virulence evolve when the risk of infection is either low or high and social information is neither very common nor too rare. Lower sociality and higher virulence evolve when the prevalence patterns are reversed. When infection and social information are both at moderate levels in the population, the direction of selection depends on the relative costs and benefits of being infected or informed. We also show that sociality varies inversely with virulence, and that parasites may be unable to prevent runaway selection for higher contact efforts. Together, these findings provide new insights for our understanding of group living and how apparently opposing ecological processes can influence the evolution of sociality and virulence in a range of ways.
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Affiliation(s)
- Ben Ashby
- Department of Mathematical SciencesUniversity of BathBathSomersetUK,Department of MathematicsSimon Fraser UniversityBurnabyBritish ColumbiaCanada
| | - Damien R. Farine
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichZurichSwitzerland,Max Planck Institute of Animal BehaviorRadolfzellGermany,Centre for the Advanced Study of Collective BehaviourUniversity of KonstanzKonstanzGermany
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21
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Detrain C, Leclerc JB. Spatial distancing by fungus-exposed Myrmica ants is prompted by sickness rather than contagiousness. JOURNAL OF INSECT PHYSIOLOGY 2022; 139:104384. [PMID: 35318040 DOI: 10.1016/j.jinsphys.2022.104384] [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: 10/06/2021] [Revised: 02/24/2022] [Accepted: 03/16/2022] [Indexed: 06/14/2023]
Abstract
The ecological success of ants relies on their high level of sociality and cooperation between genetically related nestmates. However, these group-living insects suffer from elevated risks of disease outbreak in the whole nest. To face this sanitary challenge, social and spatial distancing of pathogen-exposed individuals from susceptible nestmates appear to be simple, although efficient, ways to limit the propagation of contact-transmitted pathogens. Here we question whether spatial distancing in Myrmica rubra ants is an active response of diseased individuals that correlates with their level of infectiousness. We contaminated foragers with spores of Metarhizium brunneum entomopathogenic fungus. We daily tracked the location of these pathogen-exposed individuals and we analyzed their movement patterns until their death on the 5th day post-contamination. Quite unexpectedly, we found that contagious individuals, whose body was covered with infectious spores, did not reduce their mobility nor stayed far away from larvae in order to limit pathogen transmission to healthy nestmates. Spatial distancing occurred later when diseased individuals were no longer contagious because spores had penetrated their body. These sick ants mainly stayed outside the nest, were less mobile and showed a shift from a superdiffusive to subdiffusive walking pattern. Furthermore, these diseased ants did not actively head towards directions that were opposite to the nest entrance. This study found no evidence for early spatial distancing by contaminated M.rubra workers that would fit to the actual risk of colony-wide contagion. Coupled to a lower mobility and area-reduced walking patterns, the late distancing of moribund individuals appears to be a symptom of sickness resulting from fungus-induced physical and physiological dysfunctions. Besides questioning the truly altruistic nature of death in isolation in this system (and potentially others), we discuss about the ecological and physiological constraints that explain the absence of early distancing when some ant species are exposed to pathogens.
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Affiliation(s)
- Claire Detrain
- Unit of Social Ecology CP 231, Université Libre de Bruxelles, 50 Avenue F Roosevelt, 1050 Brussels, Belgium.
| | - Jean-Baptiste Leclerc
- Unit of Social Ecology CP 231, Université Libre de Bruxelles, 50 Avenue F Roosevelt, 1050 Brussels, Belgium
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22
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Siracusa ER, Higham JP, Snyder-Mackler N, Brent LJN. Social ageing: exploring the drivers of late-life changes in social behaviour in mammals. Biol Lett 2022; 18:20210643. [PMID: 35232274 PMCID: PMC8889194 DOI: 10.1098/rsbl.2021.0643] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Social interactions help group-living organisms cope with socio-environmental challenges and are central to survival and reproductive success. Recent research has shown that social behaviour and relationships can change across the lifespan, a phenomenon referred to as 'social ageing'. Given the importance of social integration for health and well-being, age-dependent changes in social behaviour can modulate how fitness changes with age and may be an important source of unexplained variation in individual patterns of senescence. However, integrating social behaviour into ageing research requires a deeper understanding of the causes and consequences of age-based changes in social behaviour. Here, we provide an overview of the drivers of late-life changes in sociality. We suggest that explanations for social ageing can be categorized into three groups: changes in sociality that (a) occur as a result of senescence; (b) result from adaptations to ameliorate the negative effects of senescence; and/or (c) result from positive effects of age and demographic changes. Quantifying the relative contribution of these processes to late-life changes in sociality will allow us to move towards a more holistic understanding of how and why these patterns emerge and will provide important insights into the potential for social ageing to delay or accelerate other patterns of senescence.
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Affiliation(s)
- Erin R Siracusa
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
| | - James P Higham
- Department of Anthropology, New York University, New York, NY, USA
| | - Noah Snyder-Mackler
- Center for Evolution and Medicine, Arizona State University, Tempe, AZ, USA.,School of Life Sciences, Arizona State University, Tempe, AZ, USA.,School for Human Evolution and Social Change, Arizona State University, Tempe, AZ, USA
| | - Lauren J N Brent
- School of Psychology, Centre for Research in Animal Behaviour, University of Exeter, Exeter, UK
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23
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Kavaliers M, Ossenkopp KP, Tyson CD, Bishnoi IR, Choleris E. Social factors and the neurobiology of pathogen avoidance. Biol Lett 2022; 18:20210371. [PMID: 35193366 PMCID: PMC8864371 DOI: 10.1098/rsbl.2021.0371] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 01/24/2022] [Indexed: 12/21/2022] Open
Abstract
Although the evolutionary causes and consequences of pathogen avoidance have been gaining increasing interest, there has been less attention paid to the proximate neurobiological mechanisms. Animals gauge the infection status of conspecifics and the threat they represent on the basis of various sensory and social cues. Here, we consider the neurobiology of pathogen detection and avoidance from a cognitive, motivational and affective state (disgust) perspective, focusing on the mechanisms associated with activating and directing parasite/pathogen avoidance. Drawing upon studies with laboratory rodents, we briefly discuss aspects of (i) olfactory-mediated recognition and avoidance of infected conspecifics; (ii) relationships between pathogen avoidance and various social factors (e.g. social vigilance, social distancing (approach/avoidance), social salience and social reward); (iii) the roles of various brain regions (in particular the amygdala and insular cortex) and neuromodulators (neurotransmitters, neuropeptides, steroidal hormones and immune components) in the regulation of pathogen avoidance. We propose that understanding the proximate neurobiological mechanisms can provide insights into the ecological and evolutionary consequences of the non-consumptive effects of pathogens and how, when and why females and males engage in pathogen avoidance.
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Affiliation(s)
- Martin Kavaliers
- Department of Psychology and Neuroscience Program, University of Western Ontario, London, Ontario, Canada N6A 5C1
- Department of Psychology and Neuroscience Program, University of Guelph, Guelph, Ontario, Canada N1G 2W1
| | - Klaus-Peter Ossenkopp
- Department of Psychology and Neuroscience Program, University of Western Ontario, London, Ontario, Canada N6A 5C1
| | - Cashmeira-Dove Tyson
- Department of Psychology and Neuroscience Program, University of Western Ontario, London, Ontario, Canada N6A 5C1
| | - Indra R. Bishnoi
- Department of Psychology and Neuroscience Program, University of Western Ontario, London, Ontario, Canada N6A 5C1
| | - Elena Choleris
- Department of Psychology and Neuroscience Program, University of Guelph, Guelph, Ontario, Canada N1G 2W1
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24
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Romano V, Lozano S, Fernández-López de Pablo J. Reconstructing social networks of Late Glacial and Holocene hunter-gatherers to understand cultural evolution. Philos Trans R Soc Lond B Biol Sci 2022; 377:20200318. [PMID: 34894739 PMCID: PMC8666909 DOI: 10.1098/rstb.2020.0318] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 09/08/2021] [Indexed: 11/12/2022] Open
Abstract
Culture is increasingly being framed as a driver of human phenotypes and behaviour. Yet very little is known about variations in the patterns of past social interactions between humans in cultural evolution. The archaeological record, combined with modern evolutionary and analytical approaches, provides a unique opportunity to investigate broad-scale patterns of cultural change. Prompted by evidence that a population's social connectivity influences cultural variability, in this article, we revisit traditional approaches used to infer cultural evolutionary processes from the archaeological data. We then propose that frameworks considering multi-scalar interactions (from individuals to populations) over time and space have the potential to advance knowledge in cultural evolutionary theory. We describe how social network analysis can be applied to analyse diachronic structural changes and test cultural transmission hypotheses using the archaeological record (here specifically from the Marine Isotope Stage 3 ca 57-29 ka onwards). We argue that the reconstruction of prehistoric networks offers a timely opportunity to test the interplay between social connectivity and culture and ultimately helps to disentangle evolutionary mechanisms in the archaeological record. This article is part of a discussion meeting issue 'The emergence of collective knowledge and cumulative culture in animals, humans and machines'.
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Affiliation(s)
- Valéria Romano
- Instituto Universitario de Investigación en Arqueología y Patrimonio Histórico (INAPH), Universidad de Alicante, Edificio Institutos Universitarios, 03690 San Vicente del Raspeig, Alicante, Spain
| | - Sergi Lozano
- Departament d'Història Econòmica, Institucions, Política i Economia Mundial, Universitat de Barcelona, Avinguda Diagonal 690, 08034 Barcelona, Spain
- Universitat de Barcelona Institute of Complex Systems (UBICS), Universitat de Barcelona, Martí Franqués 1, 08028 Barcelona, Spain
| | - Javier Fernández-López de Pablo
- Instituto Universitario de Investigación en Arqueología y Patrimonio Histórico (INAPH), Universidad de Alicante, Edificio Institutos Universitarios, 03690 San Vicente del Raspeig, Alicante, Spain
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25
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Romano D, Stefanini C. Unveiling social distancing mechanisms via a fish-robot hybrid interaction. BIOLOGICAL CYBERNETICS 2021; 115:565-573. [PMID: 33730211 PMCID: PMC8960612 DOI: 10.1007/s00422-021-00867-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 02/20/2021] [Indexed: 06/12/2023]
Abstract
Pathogen transmission is a major limit of social species. Social distancing, a behavioural-based response to diseases, has been regularly reported in nature. However, the identification of distinctive stimuli associated with an infectious disease represents a challenging task for host species, whose cognitive mechanisms are still poorly understood. Herein, the social fish Paracheirodon innesi, was selected as model organism to investigate animal abilities in exploiting visual information to identify and promote social distancing towards potentially infected conspecifics. To address this, a robotic fish replica mimicking a healthy P. innesi subject, and another mimicking P. innesi with morphological and/or locomotion anomalies were developed. P. innesi individuals were attracted by the healthy fish replica, while they avoided the fish replica with morphological abnormalities, as well as the fish replica with an intact appearance, but performing locomotion anomalies (both symptoms associated with a microsporidian parasite infesting P. innesi and other fish). Furthermore, the fish replica presenting both morphology and locomotion anomalies in conjunction, triggered a significantly stronger social distancing response. This confirms the hypothesis that group living animals overgeneralize cues that can be related with a disease to minimize transmission, and highlights the important role of visual cues in infection risk contexts. This study prompts more attention on the role of behavioural-based strategies to avoid pathogen/parasite diffusion, and can be used to optimize computational approaches to model disease dynamics.
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Affiliation(s)
- Donato Romano
- The BioRobotics Institute, Sant'Anna School of Advanced Studies, Viale Rinaldo Piaggio 34, 56025, Pontedera, Pisa, Italy.
- Department of Excellence in Robotics and AI, Sant'Anna School of Advanced Studies, 56127, Pisa, Italy.
| | - Cesare Stefanini
- The BioRobotics Institute, Sant'Anna School of Advanced Studies, Viale Rinaldo Piaggio 34, 56025, Pontedera, Pisa, Italy
- Department of Excellence in Robotics and AI, Sant'Anna School of Advanced Studies, 56127, Pisa, Italy
- Healthcare Engineering Innovation Center (HEIC), Khalifa University, Abu Dhabi, UAE
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26
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Evans JC, Hodgson DJ, Boogert NJ, Silk MJ. Group size and modularity interact to shape the spread of infection and information through animal societies. Behav Ecol Sociobiol 2021; 75:163. [PMID: 34866760 PMCID: PMC8626757 DOI: 10.1007/s00265-021-03102-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 11/08/2021] [Accepted: 11/10/2021] [Indexed: 11/23/2022]
Abstract
Social interactions between animals can provide many benefits, including the ability to gain useful environmental information through social learning. However, these social contacts can also facilitate the transmission of infectious diseases through a population. Animals engaging in social interactions therefore face a trade-off between the potential informational benefits and the risk of acquiring disease. Theoretical models have suggested that modular social networks, associated with the formation of groups or sub-groups, can slow spread of infection by trapping it within particular groups. However, these social structures will not necessarily impact the spread of information in the same way if its transmission follows a "complex contagion", e.g. through individuals disproportionally copying the majority (conformist learning). Here we use simulation models to demonstrate that modular networks can promote the spread of information relative to the spread of infection, but only when the network is fragmented and group sizes are small. We show that the difference in transmission between information and disease is maximised for more well-connected social networks when the likelihood of transmission is intermediate. Our results have important implications for understanding the selective pressures operating on the social structure of animal societies, revealing that highly fragmented networks such as those formed in fission-fusion social groups and multilevel societies can be effective in modulating the infection-information trade-off for individuals within them. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s00265-021-03102-4.
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Affiliation(s)
- Julian C. Evans
- Deparment of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland
| | - David J. Hodgson
- Centre for Ecology and Conservation, University of Exeter Penryn Campus, Penryn, UK
| | - Neeltje J. Boogert
- Centre for Ecology and Conservation, University of Exeter Penryn Campus, Penryn, UK
| | - Matthew J. Silk
- Centre for Ecology and Conservation, University of Exeter Penryn Campus, Penryn, UK
- National Institute of Mathematical and Biological Synthesis (NIMBioS), University of Tennessee, Knoxville, TN USA
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Romano V, Sueur C, MacIntosh AJJ. The tradeoff between information and pathogen transmission in animal societies. OIKOS 2021. [DOI: 10.1111/oik.08290] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
- Valéria Romano
- Univ. de Strasbourg, CNRS, IPHC UMR 7178 Strasbourg France
- Primate Research Inst., Kyoto Univ. Inuyama Japan
| | - Cédric Sueur
- Univ. de Strasbourg, CNRS, IPHC UMR 7178 Strasbourg France
- Inst. Univ. de France Paris France
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Bensch HM, O'Connor EA, Cornwallis CK. Living with relatives offsets the harm caused by pathogens in natural populations. eLife 2021; 10:e66649. [PMID: 34309511 PMCID: PMC8313236 DOI: 10.7554/elife.66649] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 06/19/2021] [Indexed: 01/23/2023] Open
Abstract
Living with relatives can be highly beneficial, enhancing reproduction and survival. High relatedness can, however, increase susceptibility to pathogens. Here, we examine whether the benefits of living with relatives offset the harm caused by pathogens, and if this depends on whether species typically live with kin. Using comparative meta-analysis of plants, animals, and a bacterium (nspecies = 56), we show that high within-group relatedness increases mortality when pathogens are present. In contrast, mortality decreased with relatedness when pathogens were rare, particularly in species that live with kin. Furthermore, across groups variation in mortality was lower when relatedness was high, but abundances of pathogens were more variable. The effects of within-group relatedness were only evident when pathogens were experimentally manipulated, suggesting that the harm caused by pathogens is masked by the benefits of living with relatives in nature. These results highlight the importance of kin selection for understanding disease spread in natural populations.
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Hart LA, Hart BL. How Does the Social Grouping of Animals in Nature Protect Against Sickness? A Perspective. Front Behav Neurosci 2021; 15:672097. [PMID: 34305545 PMCID: PMC8292637 DOI: 10.3389/fnbeh.2021.672097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 05/14/2021] [Indexed: 02/01/2023] Open
Abstract
Sickness behavior is broadly represented in vertebrates, usually in association with the fever response in response to acute infections. The reactions to sickness behavior in a group member or potential group member in humans is quite variable, depending upon circumstances. In animals, the reactions to sickness behavior in a group member or potential group member evoke a specific response that reflects the species-specific lifestyle. Groups of animals can employ varied strategies to reduce or address exposure to sickness. Most of these have scarcely been studied in nature from a disease perspective: (1) adjusting exposure to sick conspecifics or contaminated areas; (2) caring for a sick group member; (3) peripheralization and agonistic behaviors to strange non-group conspecifics; and (4) using special strategies at parturition when newborn are healthy but vulnerable. Unexplored in this regard is infanticide, where newborn that are born with very little immunity until they receive antibody-rich colostrum, could be a target of maternal infanticide if they manifest signs of sickness and could be infectious to littermates. The strategies used by different species are highly specific and dependent upon the particular circumstances. What is needed is a more general awareness and consideration of the possibilities that avoiding or adapting to sickness behavior may be driving some social behaviors of animals in nature.
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Affiliation(s)
- Lynette A Hart
- Department of Population Health and Reproduction, School of Veterinary Medicine, University of California, Davis, Davis, CA, United States
| | - Benjamin L Hart
- Department of Anatomy, Physiology and Cell Biology, School of Veterinary Medicine, University of California, Davis, Davis, CA, United States
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Sarabian C, Belais R, MacIntosh AJJ. Avoidance of Contaminated Food Correlates With Low Protozoan Infection in Bonobos. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.651159] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Intense selection pressure from parasites on free-living animals has resulted in behavioral adaptations that help potential hosts avoid sources of infection. In primates, such “behavioral immunity” is expressed in different contexts and may vary according to the ecology of the host, the nature of the infectious agent, and the individual itself. In this study, we investigated whether avoidance of contaminated food was associated with reduced parasite infection in sanctuary-housed bonobos. To do this, we used bonobos’ responses to soil- and fecally-contaminated food in behavioral experiments, and then compared the results with an estimate of protozoan infection across individuals. We found that avoidance of contaminated food correlated negatively with Balantioides coli infection, a potentially pathogenic protozoan transmitted through the fecal-oral route. The association between avoidance responses and parasitism were most evident in experiments in which subjects were offered a choice of food items falling along a gradient of fecal contamination. In the case of experiments with more limited options and a high degree of contamination, most subjects were averse to the presented food item and this may have mitigated any relationship between feeding decisions and infection. In experiments with low perceived levels of contamination, most subjects consumed previously contaminated food items, which may also have obscured such a relationship. The behavioral immunity observed may be a consequence of the direct effects of parasites (infection), reflecting the first scale of a landscape of disgust: individual responses. Indirect effects of parasites, such as modulation of feeding decisions and reduced social interactions—and their potential trade-offs with physiological immunity—are also discussed in light of individual fitness and primate evolution. This study builds on previous work by showing that avoidance behaviors may be effective in limiting exposure to a wide diversity of oro-fecally transmitted parasites.
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Hawley DM, Gibson AK, Townsend AK, Craft ME, Stephenson JF. Bidirectional interactions between host social behaviour and parasites arise through ecological and evolutionary processes. Parasitology 2021; 148:274-288. [PMID: 33092680 PMCID: PMC11010184 DOI: 10.1017/s0031182020002048] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 02/07/2023]
Abstract
An animal's social behaviour both influences and changes in response to its parasites. Here we consider these bidirectional links between host social behaviours and parasite infection, both those that occur from ecological vs evolutionary processes. First, we review how social behaviours of individuals and groups influence ecological patterns of parasite transmission. We then discuss how parasite infection, in turn, can alter host social interactions by changing the behaviour of both infected and uninfected individuals. Together, these ecological feedbacks between social behaviour and parasite infection can result in important epidemiological consequences. Next, we consider the ways in which host social behaviours evolve in response to parasites, highlighting constraints that arise from the need for hosts to maintain benefits of sociality while minimizing fitness costs of parasites. Finally, we consider how host social behaviours shape the population genetic structure of parasites and the evolution of key parasite traits, such as virulence. Overall, these bidirectional relationships between host social behaviours and parasites are an important yet often underappreciated component of population-level disease dynamics and host-parasite coevolution.
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Affiliation(s)
- Dana M. Hawley
- Department of Biological Sciences, Virginia Tech, Blacksburg, VA24061, USA
| | - Amanda K. Gibson
- Department of Biology, University of Virginia, Charlottesville, VA22903, USA
| | | | - Meggan E. Craft
- Department of Veterinary Population Medicine and Department of Ecology, Evolution and Behavior, University of Minnesota, St Paul, MN55108, USA
| | - Jessica F. Stephenson
- Department of Biological Sciences, University of Pittsburgh, Pittsburgh, PA15260, USA
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Sosa S, Jacoby DMP, Lihoreau M, Sueur C. Animal social networks: Towards an integrative framework embedding social interactions, space and time. Methods Ecol Evol 2021. [DOI: 10.1111/2041-210x.13539] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sebastian Sosa
- IPHC UMR 7178 CNRS Université de Strasbourg Strasbourg France
| | | | - Mathieu Lihoreau
- Research Center on Animal Cognition (CRCA) Center for Integrative Biology (CBI) CNRS University Paul Sabatier – Toulouse III Toulouse France
| | - Cédric Sueur
- IPHC UMR 7178 CNRS Université de Strasbourg Strasbourg France
- Institut Universitaire de France Paris France
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Kavaliers M, Ossenkopp KP, Choleris E. Pathogens, odors, and disgust in rodents. Neurosci Biobehav Rev 2020; 119:281-293. [PMID: 33031813 PMCID: PMC7536123 DOI: 10.1016/j.neubiorev.2020.09.037] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 09/11/2020] [Accepted: 09/24/2020] [Indexed: 01/04/2023]
Abstract
All animals are under the constant threat of attack by parasites. The mere presence of parasite threat can alter behavior before infection takes place. These effects involve pathogen disgust, an evolutionarily conserved affective/emotional system that functions to detect cues associated with parasites and infection and facilitate avoidance behaviors. Animals gauge the infection status of conspecific and the salience of the threat they represent on the basis of various sensory cues. Odors in particular are a major source of social information about conspecifics and the infection threat they present. Here we briefly consider the origins, expression, and regulation of the fundamental features of odor mediated pathogen disgust in rodents. We briefly review aspects of: (1) the expression of affective states and emotions and in particular, disgust, in rodents; (2) olfactory mediated recognition and avoidance of potentially infected conspecifics and the impact of pathogen disgust and its' fundamental features on behavior; (3) pathogen disgust associated trade-offs; (4) the neurobiological mechanisms, and in particular the roles of the nonapeptide, oxytocin, and steroidal hormones, in the expression of pathogen disgust and the regulation of avoidance behaviors and concomitant trade-offs. Understanding the roles of pathogen disgust in rodents can provide insights into the regulation and expression of responses to pathogens and infection in humans.
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Affiliation(s)
- Martin Kavaliers
- Department of Psychology and Neuroscience Program, University of Western Ontario, London, Canada; Department of Psychology and Neuroscience Program, University of Guelph, Guelph, Ontario, N1G 2W1, Canada.
| | - Klaus-Peter Ossenkopp
- Department of Psychology and Neuroscience Program, University of Western Ontario, London, Canada
| | - Elena Choleris
- Department of Psychology and Neuroscience Program, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
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