1
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Stevens EJ, Li JD, Hector TE, Drew GC, Hoang K, Greenrod STE, Paterson S, King KC. Within-host competition causes pathogen molecular evolution and perpetual microbiota dysbiosis. THE ISME JOURNAL 2025; 19:wraf071. [PMID: 40244062 PMCID: PMC12066030 DOI: 10.1093/ismejo/wraf071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 03/31/2025] [Accepted: 04/11/2025] [Indexed: 04/18/2025]
Abstract
Pathogens newly invading a host must compete with resident microbiota. This within-host microbial warfare could lead to more severe disease outcomes or constrain the evolution of virulence. By passaging a widespread pathogen (Staphylococcus aureus) and a natural microbiota community across populations of nematode hosts, we show that the pathogen displaced microbiota and reduced species richness, but maintained its virulence across generations. Conversely, pathogen populations and microbiota passaged in isolation caused more host harm relative to their respective no-host controls. For the evolved pathogens, this increase in virulence was partly mediated by enhanced biofilm formation and expression of the global virulence regulator agr. Whole genome sequencing revealed shifts in the mode of selection from directional (on pathogens evolving in isolation) to fluctuating (on pathogens evolving in host microbiota). This approach also revealed that competitive interactions with the microbiota drove early pathogen genomic diversification. Metagenome sequencing of the passaged microbiota shows that evolution in pathogen-infected hosts caused a significant reduction in community stability (dysbiosis), along with restrictions on the co-existence of some species based on nutrient competition. Our study reveals how microbial competition during novel infection could determine the patterns and processes of evolution with major consequences for host health.
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Affiliation(s)
- Emily J Stevens
- Department of Biology, University of Oxford, Oxford, Oxfordshire, OX1 3SZ, United Kingdom
- School of Life Sciences, Keele University, Keele, Staffordshire, ST5 5BG, United Kingdom
| | - Jingdi D Li
- Department of Biology, University of Oxford, Oxford, Oxfordshire, OX1 3SZ, United Kingdom
| | - Tobias E Hector
- Department of Biology, University of Oxford, Oxford, Oxfordshire, OX1 3SZ, United Kingdom
| | - Georgia C Drew
- Department of Biology, University of Oxford, Oxford, Oxfordshire, OX1 3SZ, United Kingdom
| | - Kim Hoang
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, 30322, United States
| | - Samuel T E Greenrod
- Department of Biology, University of Oxford, Oxford, Oxfordshire, OX1 3SZ, United Kingdom
| | - Steve Paterson
- Institute of Infection, Veterinary, and Ecological Sciences, University of Liverpool, Liverpool, Wirral, CH64 7TE, United Kingdom
| | - Kayla C King
- Department of Biology, University of Oxford, Oxford, Oxfordshire, OX1 3SZ, United Kingdom
- Department of Zoology, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
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2
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Schikora-Tamarit MÀ, Gabaldón T. Using genomics to understand the mechanisms of virulence and drug resistance in fungal pathogens. Biochem Soc Trans 2022; 50:1259-1268. [PMID: 35713390 PMCID: PMC9246328 DOI: 10.1042/bst20211123] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 05/27/2022] [Accepted: 06/06/2022] [Indexed: 02/06/2023]
Abstract
Fungal pathogens pose an increasingly worrying threat to human health, food security and ecosystem diversity. To tackle fungal infections and improve current diagnostic and therapeutic tools it is necessary to understand virulence and antifungal drug resistance mechanisms in diverse species. Recent advances in genomics approaches have provided a suitable framework to understand these phenotypes, which ultimately depend on genetically encoded determinants. In this work, we review how the study of genome sequences has been key to ascertain the bases of virulence and drug resistance traits. We focus on the contribution of comparative genomics, population genomics and directed evolution studies. In addition, we discuss how different types of genomic mutations (small or structural variants) contribute to intraspecific differences in virulence or drug resistance. Finally, we review current challenges in the field and anticipate future directions to solve them. In summary, this work provides a short overview of how genomics can be used to understand virulence and drug resistance in fungal pathogens.
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Affiliation(s)
- Miquel Àngel Schikora-Tamarit
- Barcelona Supercomputing Centre (BSC-CNS), Plaça Eusebi Güell, 1-3, 08034 Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac 10, 08028 Barcelona, Spain
| | - Toni Gabaldón
- Barcelona Supercomputing Centre (BSC-CNS), Plaça Eusebi Güell, 1-3, 08034 Barcelona, Spain
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Baldiri Reixac 10, 08028 Barcelona, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
- Centro de Investigación Biomédica En Red de Enfermedades Infecciosas, Barcelona, Spain
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3
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Drew GC, Stevens EJ, King KC. Microbial evolution and transitions along the parasite-mutualist continuum. Nat Rev Microbiol 2021; 19:623-638. [PMID: 33875863 PMCID: PMC8054256 DOI: 10.1038/s41579-021-00550-7] [Citation(s) in RCA: 152] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/12/2021] [Indexed: 12/28/2022]
Abstract
Virtually all plants and animals, including humans, are home to symbiotic microorganisms. Symbiotic interactions can be neutral, harmful or have beneficial effects on the host organism. However, growing evidence suggests that microbial symbionts can evolve rapidly, resulting in drastic transitions along the parasite-mutualist continuum. In this Review, we integrate theoretical and empirical findings to discuss the mechanisms underpinning these evolutionary shifts, as well as the ecological drivers and why some host-microorganism interactions may be stuck at the end of the continuum. In addition to having biomedical consequences, understanding the dynamic life of microorganisms reveals how symbioses can shape an organism's biology and the entire community, particularly in a changing world.
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Affiliation(s)
| | | | - Kayla C King
- Department of Zoology, University of Oxford, Oxford, UK.
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4
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Host genotype and genetic diversity shape the evolution of a novel bacterial infection. THE ISME JOURNAL 2021; 15:2146-2157. [PMID: 33603148 PMCID: PMC8245636 DOI: 10.1038/s41396-021-00911-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 01/10/2021] [Accepted: 01/25/2021] [Indexed: 01/31/2023]
Abstract
Pathogens continue to emerge from increased contact with novel host species. Whilst these hosts can represent distinct environments for pathogens, the impacts of host genetic background on how a pathogen evolves post-emergence are unclear. In a novel interaction, we experimentally evolved a pathogen (Staphylococcus aureus) in populations of wild nematodes (Caenorhabditis elegans) to test whether host genotype and genetic diversity affect pathogen evolution. After ten rounds of selection, we found that pathogen virulence evolved to vary across host genotypes, with differences in host metal ion acquisition detected as a possible driver of increased host exploitation. Diverse host populations selected for the highest levels of pathogen virulence, but infectivity was constrained, unlike in host monocultures. We hypothesise that population heterogeneity might pool together individuals that contribute disproportionately to the spread of infection or to enhanced virulence. The genomes of evolved populations were sequenced, and it was revealed that pathogens selected in distantly-related host genotypes diverged more than those in closely-related host genotypes. S. aureus nevertheless maintained a broad host range. Our study provides unique empirical insight into the evolutionary dynamics that could occur in other novel infections of wildlife and humans.
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5
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Turner WC, Kamath PL, van Heerden H, Huang YH, Barandongo ZR, Bruce SA, Kausrud K. The roles of environmental variation and parasite survival in virulence-transmission relationships. ROYAL SOCIETY OPEN SCIENCE 2021; 8:210088. [PMID: 34109041 PMCID: PMC8170194 DOI: 10.1098/rsos.210088] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Disease outbreaks are a consequence of interactions among the three components of a host-parasite system: the infectious agent, the host and the environment. While virulence and transmission are widely investigated, most studies of parasite life-history trade-offs are conducted with theoretical models or tractable experimental systems where transmission is standardized and the environment controlled. Yet, biotic and abiotic environmental factors can strongly affect disease dynamics, and ultimately, host-parasite coevolution. Here, we review research on how environmental context alters virulence-transmission relationships, focusing on the off-host portion of the parasite life cycle, and how variation in parasite survival affects the evolution of virulence and transmission. We review three inter-related 'approaches' that have dominated the study of the evolution of virulence and transmission for different host-parasite systems: (i) evolutionary trade-off theory, (ii) parasite local adaptation and (iii) parasite phylodynamics. These approaches consider the role of the environment in virulence and transmission evolution from different angles, which entail different advantages and potential biases. We suggest improvements to how to investigate virulence-transmission relationships, through conceptual and methodological developments and taking environmental context into consideration. By combining developments in life-history evolution, phylogenetics, adaptive dynamics and comparative genomics, we can improve our understanding of virulence-transmission relationships across a diversity of host-parasite systems that have eluded experimental study of parasite life history.
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Affiliation(s)
- Wendy C. Turner
- US Geological Survey, Wisconsin Cooperative Wildlife Research Unit, Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Pauline L. Kamath
- School of Food and Agriculture, University of Maine, Orono, ME 04469, USA
| | - Henriette van Heerden
- Faculty of Veterinary Science, Department of Veterinary Tropical Diseases, University of Pretoria, Onderstepoort, South Africa
| | - Yen-Hua Huang
- Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Zoe R. Barandongo
- Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Spencer A. Bruce
- Department of Biological Sciences, University at Albany, State University of New York, Albany, NY 12222, USA
| | - Kyrre Kausrud
- Section for Epidemiology, Norwegian Veterinary Institute, Ullevålsveien 68, 0454 Oslo, Norway
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6
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Texca Tatevari ML, Jorge CG, Luis MC, Ricardo RR. Do entomopathogenic nematodes induce immune priming? Microb Pathog 2021; 154:104844. [PMID: 33691175 DOI: 10.1016/j.micpath.2021.104844] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 02/17/2021] [Accepted: 02/18/2021] [Indexed: 11/16/2022]
Abstract
Although the study of immune priming in insects is a growing area of research, its occurrence in various biological models has not been evaluated, and its mechanisms are poorly understood. Whether entomopathogenic nematodes (EPNs) can induce immune priming and what role their virulence might play in it has not been assessed. Here, we tested for the first time: 1) whether a nematode is capable of eliciting immune priming, and 2) whether nematode virulence affects immune priming. Host larvae of Tenebrio molitor were first exposed to one of two EPN strains (low or high virulence). They were then exposed again to a challenge (high) dose of their respective strain, and their survival was recorded. Based on current literature, we expected that host larvae primed with a low-virulence strain would not show immune priming but that those exposed to a high-virulence strain would. Instead, we found that host larvae primed with either strain did not exhibit immune priming. Further, the survival of the hosts primed with the highly virulent strain was significantly reduced relative to the control group, and no measurable immune priming was found, as also indicated by resting metabolic rate (production of CO2). Future research is needed to determine whether virulence-associated bacteria underlie this lowered survival and/or whether another factor, such as immune evasion strategies, is related to these results.
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Affiliation(s)
- Méndez-López Texca Tatevari
- Posgrado en Ciencias Biológicas, UNAM, Universidad Nacional Autónoma de México, ENES Campus Morelia, Morelia, México; Laboratorio de Ecología Evolutiva, ENES, Unidad Morelia, UNAM, Antigua Carretera a Pátzcuaro, No.8701. Col. Ex-Hacienda San José de la Huerta Código Postal 58190, Morelia, Michoacán, México
| | - Contreras-Garduño Jorge
- Laboratorio de Ecología Evolutiva, ENES, Unidad Morelia, UNAM, Antigua Carretera a Pátzcuaro, No.8701. Col. Ex-Hacienda San José de la Huerta Código Postal 58190, Morelia, Michoacán, México
| | - Mendoza-Cuenca Luis
- Laboratorio de Ecología de la Conducta, Facultad de Biología, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán, México
| | - Ramirez-Romero Ricardo
- Laboratorio de Control Biológico, Departamento de Producción Agrícola, CUCBA, Universidad de Guadalajara, Zapopan, Jalisco, México.
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7
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Gomez LM, Meszaros VA, Turner WC, Ogbunugafor CB. The Epidemiological Signature of Pathogen Populations That Vary in the Relationship between Free-Living Parasite Survival and Virulence. Viruses 2020; 12:E1055. [PMID: 32971954 PMCID: PMC7551987 DOI: 10.3390/v12091055] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 09/16/2020] [Accepted: 09/17/2020] [Indexed: 12/19/2022] Open
Abstract
The relationship between parasite virulence and transmission is a pillar of evolutionary theory that has implications for public health. Part of this canon involves the idea that virulence and free-living survival (a key component of transmission) may have different relationships in different host-parasite systems. Most examinations of the evolution of virulence-transmission relationships-Theoretical or empirical in nature-Tend to focus on the evolution of virulence, with transmission being a secondary consideration. Even within transmission studies, the focus on free-living survival is a smaller subset, though recent studies have examined its importance in the ecology of infectious diseases. Few studies have examined the epidemic-scale consequences of variation in survival across different virulence-survival relationships. In this study, we utilize a mathematical model motivated by aspects of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) natural history to investigate how evolutionary changes in survival may influence several aspects of disease dynamics at the epidemiological scale. Across virulence-survival relationships (where these traits are either positively or negatively correlated), we found that small changes (5% above and below the nominal value) in survival can have a meaningful effect on certain outbreak features, including R0, and on the size of the infectious peak in the population. These results highlight the importance of properly understanding the mechanistic relationship between virulence and parasite survival, as the evolution of increased survival across different relationships with virulence may have considerably different epidemiological signatures.
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Affiliation(s)
- Lourdes M. Gomez
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06520, USA;
- Department of Ecology and Evolutionary Biology, Brown University, Providence, RI 02912, USA;
| | - Victor A. Meszaros
- Department of Ecology and Evolutionary Biology, Brown University, Providence, RI 02912, USA;
| | - Wendy C. Turner
- Department of Biological Sciences, University at Albany–State University of New York, Albany, NY 12222, USA;
| | - C. Brandon Ogbunugafor
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06520, USA;
- Department of Ecology and Evolutionary Biology, Brown University, Providence, RI 02912, USA;
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8
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Pais P, Galocha M, Viana R, Cavalheiro M, Pereira D, Teixeira MC. Microevolution of the pathogenic yeasts Candida albicans and Candida glabrata during antifungal therapy and host infection. MICROBIAL CELL 2019; 6:142-159. [PMID: 30854392 PMCID: PMC6402363 DOI: 10.15698/mic2019.03.670] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Infections by the pathogenic yeasts Candida albicans and Candida glabrata are among the most common fungal diseases. The success of these species as human pathogens is contingent on their ability to resist antifungal therapy and thrive within the human host. C. glabrata is especially resilient to azole antifungal treatment, while C. albicans is best known for its wide array of virulence features. The core mechanisms that underlie antifungal resistance and virulence in these pathogens has been continuously addressed, but the investigation on how such mechanisms evolve according to each environment is scarcer. This review aims to explore current knowledge on micro-evolution experiments to several treatment and host-associated conditions in C. albicans and C. glabrata. The analysis of adaptation strategies that evolve over time will allow to better understand the mechanisms by which Candida species are able to achieve stable phenotypes in real-life scenarios, which are the ones that should constitute the most interesting drug targets.
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Affiliation(s)
- Pedro Pais
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.,iBB - Institute for Bioengineering and Biosciences, Biological Sciences Research Group, Instituto Superior Técnico, Lisboa, Portugal
| | - Mónica Galocha
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.,iBB - Institute for Bioengineering and Biosciences, Biological Sciences Research Group, Instituto Superior Técnico, Lisboa, Portugal
| | - Romeu Viana
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.,iBB - Institute for Bioengineering and Biosciences, Biological Sciences Research Group, Instituto Superior Técnico, Lisboa, Portugal
| | - Mafalda Cavalheiro
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.,iBB - Institute for Bioengineering and Biosciences, Biological Sciences Research Group, Instituto Superior Técnico, Lisboa, Portugal
| | - Diana Pereira
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.,iBB - Institute for Bioengineering and Biosciences, Biological Sciences Research Group, Instituto Superior Técnico, Lisboa, Portugal
| | - Miguel Cacho Teixeira
- Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal.,iBB - Institute for Bioengineering and Biosciences, Biological Sciences Research Group, Instituto Superior Técnico, Lisboa, Portugal
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9
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Rafaluk‐Mohr C, Ashby B, Dahan DA, King KC. Mutual fitness benefits arise during coevolution in a nematode-defensive microbe model. Evol Lett 2018; 2:246-256. [PMID: 30283680 PMCID: PMC6121859 DOI: 10.1002/evl3.58] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 04/19/2018] [Indexed: 12/14/2022] Open
Abstract
Species interactions can shift along the parasitism-mutualism continuum. However, the consequences of these transitions for coevolutionary interactions remain unclear. We experimentally coevolved a novel species interaction between Caenorhabditis elegans hosts and a mildly parasitic bacterium, Enterococcus faecalis, with host-protective properties against virulent Staphylococcus aureus. Coinfections drove the evolutionary transition of the C. elegans-E. faecalis relationship toward a reciprocally beneficial interaction. As E. faecalis evolved to protect nematodes against S. aureus infection, hosts adapted by accommodating greater numbers of protective bacteria. The mutualism was strongest in pairings of contemporary coevolved populations. To generally assess the conditions under which these defensive mutualisms can arise and coevolve, we analyzed a model that showed that they are favored when mild parasites confer an intermediate level of protection. Our results reveal that coevolution can shape the transition of animal-parasite interactions toward defensive symbioses in response to coinfections.
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Affiliation(s)
| | - Ben Ashby
- Department of Mathematical SciencesUniversity of BathBathBA2 7AYUnited Kingdom
- Integrative BiologyUniversity of California BerkeleyBerkeleyCalifornia94720
| | - Dylan A. Dahan
- Department of ZoologyUniversity of OxfordOxfordOX1 3PSUnited Kingdom
- Current Address: Department of Microbiology and ImmunologyStanford University School of MedicineStanfordCalifornia94305
| | - Kayla C. King
- Department of ZoologyUniversity of OxfordOxfordOX1 3PSUnited Kingdom
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10
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Kloesener MH, Bose J, Schulte RD. Experimental evolution with a multicellular host causes diversification within and between microbial parasite populations-Differences in emerging phenotypes of two different parasite strains. Evolution 2017; 71:2194-2205. [PMID: 28714591 DOI: 10.1111/evo.13306] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 06/15/2017] [Accepted: 06/27/2017] [Indexed: 02/06/2023]
Abstract
Host-parasite coevolution is predicted to have complex evolutionary consequences, potentially leading to the emergence of genetic and phenotypic diversity for both antagonists. However, little is known about variation in phenotypic responses to coevolution between different parasite strains exposed to the same experimental conditions. We infected Caenorhabditis elegans with one of two strains of Bacillus thuringiensis and either allowed the host and the parasite to experimentally coevolve (coevolution treatment) or allowed only the parasite to adapt to the host (one-sided parasite adaptation). By isolating single parasite clones from evolved populations, we found phenotypic diversification of the ancestral strain into distinct clones, which varied in virulence toward ancestral hosts and competitive ability against other parasite genotypes. Parasite phenotypes differed remarkably not only between the two strains, but also between and within different replicate populations, indicating diversification of the clonal population caused by selection. This study highlights that the evolutionary selection pressure mediated by a multicellular host causes phenotypic diversification, but not necessarily with the same phenotypic outcome for different parasite strains.
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Affiliation(s)
- Michaela H Kloesener
- Department of Behavioural Biology, University of Osnabrueck, 49076, Osnabrueck, Germany
| | - Joy Bose
- Department of Behavioural Biology, University of Osnabrueck, 49076, Osnabrueck, Germany.,Evolutionary Biology Laboratory, Evolutionary and Integrative Biology Unit (EIBU), Jawaharlal Nehru Centre for Advanced Scientific Research, Jakkur P. O., Bangalore, 560064, India
| | - Rebecca D Schulte
- Department of Behavioural Biology, University of Osnabrueck, 49076, Osnabrueck, Germany
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11
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Valero-Jiménez CA, van Kan JAL, Koenraadt CJM, Zwaan BJ, Schoustra SE. Experimental evolution to increase the efficacy of the entomopathogenic fungus Beauveria bassiana against malaria mosquitoes: Effects on mycelial growth and virulence. Evol Appl 2017; 10:433-443. [PMID: 28515777 PMCID: PMC5427670 DOI: 10.1111/eva.12451] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 11/18/2016] [Indexed: 02/04/2023] Open
Abstract
Entomopathogenic fungi such as Beauveria bassiana are currently considered as a potential control agent for malaria mosquitoes. The success of such strategies depends among others on the efficacy of the fungus to kill its hosts. As B. bassiana can use various resources for growth and reproduction, increasing the dependency on mosquitoes as a nutritional source may be instrumental for reaching this goal. Passage of entomopathogenic fungi through an insect host has been shown to increase its virulence. We evaluated the virulence, fungal outgrowth, mycelial growth rate, and sporulation rate of two B. bassiana isolates (Bb1520 and Bb8028) that underwent 10 consecutive selection cycles through malaria mosquitoes (Anopheles coluzzii) using an experimental evolution approach. This cycling resulted in an altered capacity of evolved B. Bassiana lineages to grow on different substrates while maintaining the ability to kill insects. Notably, however, there were no significant changes in virulence or speed of outgrowth when comparing the evolved lineages against their unevolved ancestors. These results suggest that fungal growth and sporulation evolved through successive and exclusive use of an insect host as a nutritional resource. We discuss the results in light of biocontrol and provide suggestions to increase fungal virulence.
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Affiliation(s)
- Claudio A Valero-Jiménez
- Laboratory of Genetics Wageningen University Wageningen The Netherlands.,Laboratory of Entomology Wageningen University Wageningen The Netherlands
| | - Jan A L van Kan
- Laboratory of Phytopathology Wageningen University Wageningen The Netherlands
| | | | - Bas J Zwaan
- Laboratory of Genetics Wageningen University Wageningen The Netherlands
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12
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Strauß JF, Crain P, Schulenburg H, Telschow A. Experimental evolution in silico: a custom-designed mathematical model for virulence evolution of Bacillus thuringiensis. ZOOLOGY 2016; 119:359-65. [PMID: 27113405 DOI: 10.1016/j.zool.2016.03.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Revised: 02/20/2016] [Accepted: 03/17/2016] [Indexed: 01/24/2023]
Abstract
Most mathematical models on the evolution of virulence are based on epidemiological models that assume parasite transmission follows the mass action principle. In experimental evolution, however, mass action is often violated due to controlled infection protocols. This "theory-experiment mismatch" raises the question whether there is a need for new mathematical models to accommodate the particular characteristics of experimental evolution. Here, we explore the experimental evolution model system of Bacillus thuringiensis as a parasite and Caenorhabditis elegans as a host. Recent experimental studies with strict control of parasite transmission revealed that one-sided adaptation of B. thuringiensis with non-evolving hosts selects for intermediate or no virulence, sometimes coupled with parasite extinction. In contrast, host-parasite coevolution selects for high virulence and for hosts with strong resistance against B. thuringiensis. In order to explain the empirical results, we propose a new mathematical model that mimics the basic experimental set-up. The key assumptions are: (i) controlled parasite transmission (no mass action), (ii) discrete host generations, and (iii) context-dependent cost of toxin production. Our model analysis revealed the same basic trends as found in the experiments. Especially, we could show that resistant hosts select for highly virulent bacterial strains. Moreover, we found (i) that the evolved level of virulence is independent of the initial level of virulence, and (ii) that the average amount of bacteria ingested significantly affects the evolution of virulence with fewer bacteria ingested selecting for highly virulent strains. These predictions can be tested in future experiments. This study highlights the usefulness of custom-designed mathematical models in the analysis and interpretation of empirical results from experimental evolution.
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Affiliation(s)
- Jakob Friedrich Strauß
- Institute of Evolution and Biodiversity, Westfälische Wilhelms-Universität, Hüfferstraße 1, D-48149 Münster, Germany
| | - Philip Crain
- Institute of Evolution and Biodiversity, Westfälische Wilhelms-Universität, Hüfferstraße 1, D-48149 Münster, Germany; DuPont Pioneer, 200 Powder Mill Rd, Wilmington, DE 19803, USA
| | - Hinrich Schulenburg
- Department of Evolutionary Ecology and Genetics, Christian-Albrechts-Universität zu Kiel, Am Botanischen Garten 1-9, D-24118 Kiel, Germany
| | - Arndt Telschow
- Institute of Evolution and Biodiversity, Westfälische Wilhelms-Universität, Hüfferstraße 1, D-48149 Münster, Germany.
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