1
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Lievens EJP, Kühn S, Horas EL, Le Pennec G, Peter S, Petrosky AD, Künzel S, Feulner PGD, Becks L. High parasite diversity maintained after an alga-virus coevolutionary arms race. J Evol Biol 2024:voae053. [PMID: 38699979 DOI: 10.1093/jeb/voae053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Indexed: 05/05/2024]
Abstract
Arms race dynamics are a common outcome of host-parasite coevolution. While they can theoretically be maintained indefinitely, realistic arms races are expected to be finite. Once an arms race has ended, for example due to the evolution of a generalist resistant host, the system may transition into coevolutionary dynamics that favor long-term diversity. In microbial experiments, host-parasite arms races often transition into a stable coexistence of generalist resistant hosts, (semi-)susceptible hosts, and parasites. While long-term host diversity is implicit in these cases, parasite diversity is usually overlooked. In this study, we examined parasite diversity after the end of an experimental arms race between a unicellular alga (Chlorella variabilis) and its lytic virus (PBCV-1). First, we isolated virus genotypes from multiple time points from two replicate microcosms. A time-shift experiment confirmed that the virus isolates had escalating host ranges, i.e. that the arms races had occurred. We then examined the phenotypic and genetic diversity of virus isolates from the post-arms race phase. Post-arms race virus isolates had diverse host ranges, survival probabilities, and growth rates; they also clustered into distinct genetic groups. Importantly, host range diversity was maintained throughout the post-arms race phase, and the frequency of host range phenotypes fluctuated over time. We hypothesize that this dynamic polymorphism was maintained by a combination of fluctuating selection and demographic stochasticity. Together with previous work in prokaryotic systems, our results link experimental observations of arms races to natural observations of long-term host and parasite diversity.
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Affiliation(s)
- Eva J P Lievens
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Samuel Kühn
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Elena L Horas
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Guénolé Le Pennec
- Department of Fish Ecology and Evolution, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
| | - Sarah Peter
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Azade D Petrosky
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Sven Künzel
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Philine G D Feulner
- Department of Fish Ecology and Evolution, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
- Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
| | - Lutz Becks
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
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2
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Le Pennec G, Retel C, Kowallik V, Becks L, Feulner PGD. Demographic fluctuations and selection during host-parasite co-evolution interactively increase genetic diversity. Mol Ecol 2024; 33:e16939. [PMID: 36997280 DOI: 10.1111/mec.16939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 03/17/2023] [Accepted: 03/22/2023] [Indexed: 04/01/2023]
Abstract
Host-parasite interactions can cause strong demographic fluctuations accompanied by selective sweeps of resistance/infectivity alleles. Both demographic bottlenecks and frequent sweeps are expected to reduce the amount of segregating genetic variation and therefore might constrain adaptation during co-evolution. Recent studies, however, suggest that the interaction of demographic and selective processes is a key component of co-evolutionary dynamics and may rather positively affect levels of genetic diversity available for adaptation. Here, we provide direct experimental testing of this hypothesis by disentangling the effects of demography, selection and their interaction in an experimental host-parasite system. We grew 12 populations of a unicellular, asexually reproducing algae (Chlorella variabilis) that experienced either growth followed by constant population sizes (three populations), demographic fluctuations (three populations), selection induced by exposure to a virus (three populations), or demographic fluctuations together with virus-induced selection (three populations). After 50 days (~50 generations), we conducted whole-genome sequencing of each algal host population. We observed more genetic diversity in populations that jointly experienced selection and demographic fluctuations than in populations where these processes were experimentally separated. In addition, in those three populations that jointly experienced selection and demographic fluctuations, experimentally measured diversity exceeds expected values of diversity that account for the cultures' population sizes. Our results suggest that eco-evolutionary feedbacks can positively affect genetic diversity and provide the necessary empirical measures to guide further improvements of theoretical models of adaptation during host-parasite co-evolution.
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Affiliation(s)
- Guénolé Le Pennec
- Department of Fish Ecology and Evolution, Center for Ecology, Evolution and Biogeochemistry, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
| | - Cas Retel
- Department of Fish Ecology and Evolution, Center for Ecology, Evolution and Biogeochemistry, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
| | - Vienna Kowallik
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Albert-Ludwigs University Freiburg, Faculty of Environment and Natural Resources, Professorship of Forest Entomology and Protection, Stegen-Wittental, Germany
| | - Lutz Becks
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Aquatic Ecology and Evolution, Limnological Institute University of Konstanz, Konstanz, Germany
| | - Philine G D Feulner
- Department of Fish Ecology and Evolution, Center for Ecology, Evolution and Biogeochemistry, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
- Division of Aquatic Ecology, Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
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3
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del Arco A, Fischer MG, Becks L. Evolution of exploitation and replication of giant viruses and virophages. Virus Evol 2024; 10:veae021. [PMID: 38562952 PMCID: PMC10984621 DOI: 10.1093/ve/veae021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 01/05/2024] [Accepted: 02/22/2024] [Indexed: 04/04/2024] Open
Abstract
Tripartite biotic interactions are inherently complex, and the strong interdependence of species and often one-sided exploitation can make these systems vulnerable to extinction. The persistence of species depends then on the balance between exploitation and avoidance of exploitation beyond the point where sustainable resource use is no longer possible. We used this general prediction to test the potential role of trait evolution for persistence in a tripartite microbial system consisting of a marine heterotrophic flagellate preyed upon by a giant virus, which in turn is parasitized by a virophage. Host and virophage may benefit from this interaction because the virophage reduces the harmful effects of the giant virus on the host population and the virophage can persist integrated into the host genome when giant viruses are scarce. We grew hosts and virus in the presence and absence of the virophage over ∼280 host generations and tested whether levels of exploitation and replication in the giant virus and/or virophage population evolved over the course of the experiment, and whether the changes were such that they could avoid overexploitation and extinction. We found that the giant virus evolved toward lower levels of replication and the virophage evolved toward increased replication but decreased exploitation of the giant virus. These changes reduced overall host exploitation by the virus and virus exploitation by the virophage and are predicted to facilitate persistence.
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Affiliation(s)
- Ana del Arco
- Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Mainaustraße 252, Konstanz/Egg 78464, Germany
| | - Matthias G Fischer
- Max Planck Institute for Medical Research, Jahnstrasse 29, Heidelberg 69120, Germany
| | - Lutz Becks
- Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Mainaustraße 252, Konstanz/Egg 78464, Germany
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4
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Lievens EJP, Agarkova IV, Dunigan DD, Van Etten JL, Becks L. Efficient assays to quantify the life history traits of algal viruses. Appl Environ Microbiol 2023; 89:e0165923. [PMID: 38092674 PMCID: PMC10734466 DOI: 10.1128/aem.01659-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 09/27/2023] [Indexed: 12/22/2023] Open
Abstract
IMPORTANCE Viruses play a crucial role in microbial ecosystems by liberating nutrients and regulating the growth of their hosts. These effects are governed by viral life history traits, i.e., by the traits determining viral reproduction and survival. Understanding these traits is essential to predicting viral effects, but measuring them is generally labor intensive. In this study, we present efficient methods to quantify the full life cycle of lytic viruses. We developed these methods for viruses infecting unicellular Chlorella algae but expect them to be applicable to other lytic viruses that can be quantified by flow cytometry. By making viral phenotypes accessible, our methods will support research into the diversity and ecological effects of microbial viruses.
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Affiliation(s)
- Eva J. P. Lievens
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Irina V. Agarkova
- Department of Plant Pathology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - David D. Dunigan
- Department of Plant Pathology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - James L. Van Etten
- Department of Plant Pathology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
- Nebraska Center for Virology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - Lutz Becks
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Konstanz, Germany
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5
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Pantel JH, Becks L. Statistical methods to identify mechanisms in studies of eco-evolutionary dynamics. Trends Ecol Evol 2023; 38:760-772. [PMID: 37437547 DOI: 10.1016/j.tree.2023.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 03/28/2023] [Accepted: 03/30/2023] [Indexed: 07/14/2023]
Abstract
While the reciprocal effects of ecological and evolutionary dynamics are increasingly recognized as an important driver for biodiversity, detection of such eco-evolutionary feedbacks, their underlying mechanisms, and their consequences remains challenging. Eco-evolutionary dynamics occur at different spatial and temporal scales and can leave signatures at different levels of organization (e.g., gene, protein, trait, community) that are often difficult to detect. Recent advances in statistical methods combined with alternative hypothesis testing provides a promising approach to identify potential eco-evolutionary drivers for observed data even in non-model systems that are not amenable to experimental manipulation. We discuss recent advances in eco-evolutionary modeling and statistical methods and discuss challenges for fitting mechanistic models to eco-evolutionary data.
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Affiliation(s)
- Jelena H Pantel
- Ecological Modelling, Faculty of Biology, University of Duisburg-Essen, Universitätsstraße 2, 45117 Essen, Germany.
| | - Lutz Becks
- University of Konstanz, Aquatic Ecology and Evolution, Limnological Institute University of Konstanz Mainaustraße 252 78464, Konstanz/Egg, Germany
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6
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Del Arco A, Becks L, de Vicente I. Population dynamics hide phenotypic changes driven by subtle chemical exposures: implications for risk assessments. Ecotoxicology 2023; 32:281-289. [PMID: 36871096 PMCID: PMC10102127 DOI: 10.1007/s10646-023-02637-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 02/15/2023] [Indexed: 06/18/2023]
Abstract
Ecological risk assessment of chemicals focuses on the response of different taxa in isolation not taking ecological and evolutionary interplay in communities into account. Its consideration would, however, allow for an improved assessment by testing for implications within and across trophic levels and changes in the phenotypic and genotypic diversity within populations. We present a simple experimental system that can be used to evaluate the ecological and evolutionary responses to chemical exposure at microbial community levels. We exposed a microbial model system of the ciliate Tetrahymena thermophila (predator) and the bacterium Pseudomonas fluorescens (prey) to iron released from Magnetic Particles (MP-Fedis), which are Phosphorus (P) adsorbents used in lake restoration. Our results show that while the responses of predator single population size differed across concentrations of MP-Fedis and the responses of prey from communities differed also across concentration of MP-Fedis, the community responses (species ratio) were similar for the different MP-Fedis concentrations. Looking further at an evolutionary change in the bacterial preys' defence, we found that MP-Fedis drove different patterns and dynamics of defence evolution. Overall, our study shows how similar community dynamics mask changes at evolutionary levels that would be overlooked in the design of current risk assessment protocols where evolutionary approaches are not considered.
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Affiliation(s)
- Ana Del Arco
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, 24306, Plön, Germany.
- Limnological Institute, Biology Department, University of Konstanz, 78464, Konstanz/Egg, Germany.
| | - Lutz Becks
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, 24306, Plön, Germany
- Limnological Institute, Biology Department, University of Konstanz, 78464, Konstanz/Egg, Germany
| | - Inmaculada de Vicente
- Departamento de Ecología, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain
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7
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Horas EL, Metzger SM, Platzer B, Kelly JB, Becks L. Context-dependent costs and benefits of endosymbiotic interactions in a ciliate-algae system. Environ Microbiol 2022; 24:5924-5935. [PMID: 35799468 DOI: 10.1111/1462-2920.16112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 06/20/2022] [Indexed: 01/12/2023]
Abstract
Endosymbiosis, an interaction between two species where one lives within the other, has evolved multiple times independently, but the underlying mechanisms remain unclear. Evolutionary theory suggests that for an endosymbiotic interaction to remain stable over time, births of both partners should be higher than their deaths in symbiosis and deaths of both partners should be higher than their births when living independently. However, experimentally measuring this can be difficult and conclusions tend to focus on the host. Using a ciliate-algal system (Paramecium bursaria host and Chlorella endosymbionts), we estimated the benefits and costs of endosymbiosis for both organisms using fitness measurements in different biotic environments to test under which environmental conditions the net effects of the interaction were positive for both partners. We found that the net effects of harbouring endosymbionts were positive for the ciliate hosts as it allowed them to survive in conditions of low-quality bacteria food. The algae benefitted by being endosymbiotic when predators such as the hosts were present, but the net effects were dependent on the total density of hosts, decreasing as hosts densities increased. Overall, we show that including context-dependency of endosymbiosis is essential in understanding how these interactions have evolved.
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Affiliation(s)
- Elena L Horas
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Sarah M Metzger
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Konstanz, Germany.,Faculty of Biology, University of Freiburg, Freiburg, Germany
| | - Barbara Platzer
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Joseph B Kelly
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Konstanz, Germany
| | - Lutz Becks
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Konstanz, Germany
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8
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Hermann RJ, Becks L. Change in prey genotype frequency rescues predator from extinction. R Soc Open Sci 2022; 9:220211. [PMID: 35754995 PMCID: PMC9214283 DOI: 10.1098/rsos.220211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 05/27/2022] [Indexed: 05/03/2023]
Abstract
Indirect evolutionary rescue (IER) is a mechanism where a non-evolving species is saved from extinction in an otherwise lethal environment by evolution in an interacting species. This process has been described in a predator-prey model, where extinction of the predator is prevented by a shift in the frequency of defended towards undefended prey when reduced predator densities lower selection for defended prey. We test here how increased mortality and the initial frequencies of the prey types affect IER. Combining the analysis of model simulations and experiments with rotifers feeding on algae we show IER in the presence of increased predator mortality. We found that IER was dependent on the ability of the prey to evolve as well as on the frequency of the defended prey. High initial frequencies of defended prey resulted in predator extinction despite the possibility for prey evolution, as the increase in undefended prey was delayed too much to allow predator rescue. This frequency dependency for IER was more pronounced for higher predator mortalities. Our findings can help informing the development of conservation and management strategies that consider evolutionary responses in communities to environmental changes.
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Affiliation(s)
- Ruben Joseph Hermann
- Aquatic Ecology and Evolution Group, Limnological Institute University Konstanz, Konstanz, Germany
| | - Lutz Becks
- Aquatic Ecology and Evolution Group, Limnological Institute University Konstanz, Konstanz, Germany
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9
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del Arco A, Fischer M, Becks L. Simultaneous Giant Virus and Virophage Quantification Using Droplet Digital PCR. Viruses 2022; 14:1056. [PMID: 35632796 PMCID: PMC9144729 DOI: 10.3390/v14051056] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 04/30/2022] [Accepted: 05/03/2022] [Indexed: 01/27/2023] Open
Abstract
Viruses are an abundant component of aquatic systems, but their detection and quantification remain a challenge. Virophages co-replicate with giant viruses in the shared host cell, and can inhibit the production of new giant virus particles, thereby increasing the survival of the infected host population. Here, we present a protocol for Droplet Digital PCR (ddPCR) to quantify simultaneously giant virus and virophage in a mixed sample, enabling the rapid, culture-free and high throughput detection of virus and virophage. As virophage can be present as free virus particles or integrated into the virus host's genome as well as associated with organic particles, we developed a simple method that enables discrimination between free and particle-associated virophages. The latter include aggregated virophage particles as well as virophage integrated into the host genome. We used, for our experiments, a host-virus-virophage system consisting of Cafeteria burkhardae, CroV and mavirus. Our results show that ddPCR can be an efficient method to quantify virus and virophage, and we discuss potential applications of the method for studying ecological and evolutionary processes of virus and virophages.
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Affiliation(s)
- Ana del Arco
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, 78464 Konstanz, Germany;
| | - Matthias Fischer
- Department of Biomolecular Mechanisms, Max Planck Institute for Medical Research, 69120 Heidelberg, Germany;
| | - Lutz Becks
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, 78464 Konstanz, Germany;
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10
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Retel C, Kowallik V, Becks L, Feulner PGD. Strong Selection and High Mutation Supply Characterize Experimental Chlorovirus Evolution. Virus Evol 2022; 8:veac003. [PMID: 35169490 PMCID: PMC8838748 DOI: 10.1093/ve/veac003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 01/14/2022] [Accepted: 01/25/2022] [Indexed: 11/24/2022] Open
Abstract
Characterizing how viruses evolve expands our understanding of the underlying fundamental processes, such as mutation, selection and drift. One group of viruses whose evolution has not yet been extensively studied is the Phycodnaviridae, a globally abundant family of aquatic large double-stranded (ds) DNA viruses. Here we studied the evolutionary change of Paramecium bursaria chlorella virus 1 during experimental coevolution with its algal host. We used pooled genome sequencing of six independently evolved populations to characterize genomic change over five time points. Across six experimental replicates involving either strong or weak demographic fluctuations, we found single nucleotide polymorphisms (SNPs) at sixty-seven sites. The occurrence of genetic variants was highly repeatable, with just two of the SNPs found in only a single experimental replicate. Three genes A122/123R, A140/145R and A540L showed an excess of variable sites, providing new information about potential targets of selection during Chlorella–Chlorovirus coevolution. Our data indicated that the studied populations were not mutation-limited and experienced strong positive selection. Our investigation highlighted relevant processes governing the evolution of aquatic large dsDNA viruses, which ultimately contributes to a better understanding of the functioning of natural aquatic ecosystems.
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Affiliation(s)
- Cas Retel
- Department of Fish Ecology and Evolution, Center for Ecology, Evolution and Bio-geochemistry, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Seestrasse 79, Kastanienbaum 6047, Switzerland
- Division of Aquatic Ecology, Institute of Ecology and Evolution, University of Bern, Baltzerstrasse 6, Bern 3012, Switzerland
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11
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Lievens EJP, Spagnuolo M, Réveillon T, Becks L. Delayed Lysis Time at High Multiplicities of Particles in a Chlorovirus-Chlorella Interaction. Microbes Environ 2022; 37:ME22068. [PMID: 36529502 PMCID: PMC9763037 DOI: 10.1264/jsme2.me22068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
When viruses infect microbial cells, their phenotypes depend on the host's genotype and on the environmental conditions. Here we describe such an effect in laboratory strains of the chlorovirus PBCV-1 and its algal host Chlorella variabilis. We studied the growth of six virus isolates, and found that the mean lysis time was 1.34±0.05 times longer at multiplicity of particles (MOP) 10 than at MOP 1. We could not detect any associated changes in burst size. This is a novel plastic trait for chloroviruses, and we hypothesize that it is caused by our specific laboratory algae.
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Affiliation(s)
- Eva J. P. Lievens
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Mainaustraße 252, 78464 Konstanz, Germany, Corresponding author. E-mail: ; Tel: +49 7531 88–3532
| | - Manuela Spagnuolo
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Mainaustraße 252, 78464 Konstanz, Germany
| | - Tom Réveillon
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Mainaustraße 252, 78464 Konstanz, Germany
| | - Lutz Becks
- Aquatic Ecology and Evolution Group, Limnological Institute, University of Konstanz, Mainaustraße 252, 78464 Konstanz, Germany
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12
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Cairns J, Jousset A, Becks L, Hiltunen T. Effect of mutation supply on population dynamics and trait evolution in an experimental microbial community. Ecol Lett 2021; 25:355-365. [PMID: 34808691 DOI: 10.1111/ele.13922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 10/25/2021] [Indexed: 11/30/2022]
Abstract
Mutation supply can influence evolutionary and thereby ecological dynamics in important ways which have received little attention. Mutation supply influences features of population genetics, such as the pool of adaptive mutations, evolutionary pathways and importance of processes, such as clonal interference. The resultant trait evolutionary dynamics, in turn, can alter population size and species interactions. However, controlled experiments testing for the importance of mutation supply on rapid adaptation and thereby population and community dynamics have primarily been restricted to the first of these aspects. To close this knowledge gap, we performed a serial passage experiment with wild-type Pseudomonas fluorescens and a mutant with reduced mutation rate. Bacteria were grown at two resource levels in combination with the presence of a ciliate predator. A higher mutation supply enabled faster adaptation to the low-resource environment and anti-predatory defence. This was associated with higher population size at the ecological level and better access to high-recurrence mutational targets at the genomic level with higher mutation supply. In contrast, mutation rate did not affect growth under high-resource level. Our results demonstrate that intrinsic mutation rate influences population dynamics and trait evolution particularly when population size is constrained by extrinsic conditions.
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Affiliation(s)
- Johannes Cairns
- Organismal and Evolutionary Biology Research Programme (OEB), Department of Computer Science, University of Helsinki, Finland.,Department of Microbiology, University of Helsinki, Finland
| | - Alexandre Jousset
- Key Laboratory of Plant Immunity, Jiangsu Key Laboratory for Organic Solid Waste Utilization, National Engineering Research Center for Organic-based Fertilizers, Nanjing Agricultural University, Nanjing, PR China
| | - Lutz Becks
- Max Planck Institute for Evolutionary Biology, Department of Evolutionary Ecology, Community Dynamics Group, Plön, Germany.,Limnological Institute University Konstanz, Aquatic Ecology and Evolution, Konstanz, Germany
| | - Teppo Hiltunen
- Department of Microbiology, University of Helsinki, Finland.,Department of Biology, University of Turku, Turku, Finland
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13
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Nowell RW, Wilson CG, Almeida P, Schiffer PH, Fontaneto D, Becks L, Rodriguez F, Arkhipova IR, Barraclough TG. Evolutionary dynamics of transposable elements in bdelloid rotifers. eLife 2021; 10:e63194. [PMID: 33543711 PMCID: PMC7943196 DOI: 10.7554/elife.63194] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 02/04/2021] [Indexed: 12/17/2022] Open
Abstract
Transposable elements (TEs) are selfish genomic parasites whose ability to spread autonomously is facilitated by sexual reproduction in their hosts. If hosts become obligately asexual, TE frequencies and dynamics are predicted to change dramatically, but the long-term outcome is unclear. Here, we test current theory using whole-genome sequence data from eight species of bdelloid rotifers, a class of invertebrates in which males are thus far unknown. Contrary to expectations, we find a variety of active TEs in bdelloid genomes, at an overall frequency within the range seen in sexual species. We find no evidence that TEs are spread by cryptic recombination or restrained by unusual DNA repair mechanisms. Instead, we find that that TE content evolves relatively slowly in bdelloids and that gene families involved in RNAi-mediated TE suppression have undergone significant expansion, which might mitigate the deleterious effects of active TEs and compensate for the consequences of long-term asexuality.
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Affiliation(s)
- Reuben W Nowell
- Department of Zoology, University of OxfordOxfordUnited Kingdom
- Department of Life Sciences, Imperial College London, Silwood Park CampusAscot, BerkshireUnited Kingdom
| | - Christopher G Wilson
- Department of Zoology, University of OxfordOxfordUnited Kingdom
- Department of Life Sciences, Imperial College London, Silwood Park CampusAscot, BerkshireUnited Kingdom
| | - Pedro Almeida
- Department of Life Sciences, Imperial College London, Silwood Park CampusAscot, BerkshireUnited Kingdom
- Division of Biosciences, University College LondonLondonUnited Kingdom
| | - Philipp H Schiffer
- Institute of Zoology, Section Developmental Biology, University of Cologne, KölnWormlabGermany
| | - Diego Fontaneto
- National Research Council of Italy, Water Research InstituteVerbania PallanzaItaly
| | - Lutz Becks
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary BiologyPlönGermany
- Aquatic Ecology and Evolution, University of KonstanzKonstanzGermany
| | - Fernando Rodriguez
- Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological LaboratoryWoods Hole, MAUnited States
| | - Irina R Arkhipova
- Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological LaboratoryWoods Hole, MAUnited States
| | - Timothy G Barraclough
- Department of Zoology, University of OxfordOxfordUnited Kingdom
- Department of Life Sciences, Imperial College London, Silwood Park CampusAscot, BerkshireUnited Kingdom
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14
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Zhang Z, van Kleunen M, Becks L, Thakur MP. Towards a General Understanding of Bacterial Interactions. Trends Microbiol 2020; 28:783-785. [DOI: 10.1016/j.tim.2020.05.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 05/12/2020] [Accepted: 05/14/2020] [Indexed: 01/01/2023]
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15
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Cairns J, Jokela R, Becks L, Mustonen V, Hiltunen T. Repeatable ecological dynamics govern the response of experimental communities to antibiotic pulse perturbation. Nat Ecol Evol 2020; 4:1385-1394. [PMID: 32778754 DOI: 10.1038/s41559-020-1272-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 07/03/2020] [Indexed: 12/31/2022]
Abstract
In an era of pervasive anthropogenic ecological disturbances, there is a pressing need to understand the factors that constitute community response and resilience. A detailed understanding of disturbance response needs to go beyond associations and incorporate features of disturbances, species traits, rapid evolution and dispersal. Multispecies microbial communities that experience antibiotic perturbation represent a key system with important medical dimensions. However, previous microbiome studies on this theme have relied on high-throughput sequencing data from uncultured species without the ability to explicitly account for the role of species traits and immigration. Here, we serially passage a 34-species defined bacterial community through different levels of pulse antibiotic disturbance, manipulating the presence or absence of species immigration. To understand the ecological community response measured using amplicon sequencing, we combine initial trait data measured for each species separately and metagenome sequencing data revealing adaptive mutations during the experiment. We found that the ecological community response was highly repeatable within the experimental treatments, which could be attributed in part to key species traits (antibiotic susceptibility and growth rate). Increasing antibiotic levels were also coupled with an increasing probability of species extinction, making species immigration critical for community resilience. Moreover, we detected signals of antibiotic-resistance evolution occurring within species at the same time scale, leaving evolutionary changes in communities despite recovery at the species compositional level. Together, these observations reveal a disturbance response that presents as classic species sorting, but is nevertheless accompanied by rapid within-species evolution.
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Affiliation(s)
- Johannes Cairns
- Wellcome Sanger Institute, Cambridge, UK. .,Organismal and Evolutionary Biology Research Programme (OEB), Department of Computer Science, University of Helsinki, Helsinki, Finland. .,Department of Microbiology, University of Helsinki, Helsinki, Finland.
| | - Roosa Jokela
- Department of Microbiology, University of Helsinki, Helsinki, Finland.,Human Microbiome Research Program (HUMI), Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Lutz Becks
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Plön, Germany.,Aquatic Ecology and Evolution, Limnological Institute University Konstanz, Konstanz, Germany
| | - Ville Mustonen
- Organismal and Evolutionary Biology Research Programme (OEB), Department of Computer Science, University of Helsinki, Helsinki, Finland.,Helsinki Institute for Information Technology, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
| | - Teppo Hiltunen
- Department of Microbiology, University of Helsinki, Helsinki, Finland. .,Department of Biology, University of Turku, Turku, Finland.
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16
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Koch HR, Wagner S, Becks L. Antagonistic species interaction drives selection for sex in a predator-prey system. J Evol Biol 2020; 33:1180-1191. [PMID: 32500538 DOI: 10.1111/jeb.13658] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Accepted: 05/22/2020] [Indexed: 01/26/2023]
Abstract
The evolutionary maintenance of sexual reproduction has long challenged biologists as the majority of species reproduce sexually despite inherent costs. Providing a general explanation for the evolutionary success of sex has thus proven difficult and resulted in numerous hypotheses. A leading hypothesis suggests that antagonistic species interaction can generate conditions selecting for increased sex due to the production of rare or novel genotypes that are beneficial for rapid adaptation to recurrent environmental change brought on by antagonism. To test this ecology-based hypothesis, we conducted experimental evolution in a predator (rotifer)-prey (algal) system by using continuous cultures to track predator-prey dynamics and in situ rates of sex in the prey over time and within replicated experimental populations. Overall, we found that predator-mediated fluctuating selection for competitive versus defended prey resulted in higher rates of genetic mixing in the prey. More specifically, our results showed that fluctuating population sizes of predator and prey, coupled with a trade-off in the prey, drove the sort of recurrent environmental change that could provide a benefit to sex in the prey, despite inherent costs. We end with a discussion of potential population genetic mechanisms underlying increased selection for sex in this system, based on our application of a general theoretical framework for measuring the effects of sex over time, and interpreting how these effects can lead to inferences about the conditions selecting for or against sexual reproduction in a system with antagonistic species interaction.
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Affiliation(s)
- Hanna R Koch
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, D-Plön, Germany
| | - Sophia Wagner
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, D-Plön, Germany
| | - Lutz Becks
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, D-Plön, Germany
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17
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Kaitala V, Hiltunen T, Becks L, Scheuerl T. Co-evolution as an important component explaining microbial predator-prey interaction. J Theor Biol 2019; 486:110095. [PMID: 31783060 DOI: 10.1016/j.jtbi.2019.110095] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 11/01/2019] [Accepted: 11/26/2019] [Indexed: 11/30/2022]
Abstract
Predator-prey relationships belong to the most important and well-studied ecological interactions in nature. Understanding the underlying mechanisms is important to predict community dynamics and to estimate coexistence probability. Historically, evolution has been considered to be too slow to affect such ecological interactions. However, evolution can occur within ecological time scales, potentially affecting predator-prey communities. In an antagonistic pair-wise relationship the prey might evolve to minimize the effect caused by the predator (e.g. mortality), while the predator might evolve to maximize the effect (e.g. food intake). Evolution of one of the species or even co-evolution of both species in predator-prey relationships is often difficult to estimate from population dynamics without measuring of trait changes in predator and/or prey population. Particularly in microbial systems, where microorganisms evolve quickly, determining whether co-evolution occurs in predator-prey systems is challenging. We simulate observational data using quantitative trait evolution models and show that the interaction between bacteria and ciliates can be best explained as a co-evolutionary process, where both the prey and predator evolve. Evolution by prey alone explains the data less well, whereas the models with predator evolution alone or no evolution are both failing. We conclude that that ecology and evolution both interact in shaping community dynamics in microcosms. Ignoring the contribution of evolution might lead to incorrect conclusions.
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Affiliation(s)
- Veijo Kaitala
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, Helsinki, Finland.
| | - Teppo Hiltunen
- Department of Food and Environmental Sciences / Microbiology and Biotechnology, University of Helsinki, P.O. Box 56, 00014, Finland; Department of Biology, University of Turku, Turku, Finland.
| | - Lutz Becks
- Limnology - Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, Konstanz, Germany.
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18
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Näpflin K, O'Connor EA, Becks L, Bensch S, Ellis VA, Hafer-Hahmann N, Harding KC, Lindén SK, Olsen MT, Roved J, Sackton TB, Shultz AJ, Venkatakrishnan V, Videvall E, Westerdahl H, Winternitz JC, Edwards SV. Genomics of host-pathogen interactions: challenges and opportunities across ecological and spatiotemporal scales. PeerJ 2019; 7:e8013. [PMID: 31720122 PMCID: PMC6839515 DOI: 10.7717/peerj.8013] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 10/08/2019] [Indexed: 12/13/2022] Open
Abstract
Evolutionary genomics has recently entered a new era in the study of host-pathogen interactions. A variety of novel genomic techniques has transformed the identification, detection and classification of both hosts and pathogens, allowing a greater resolution that helps decipher their underlying dynamics and provides novel insights into their environmental context. Nevertheless, many challenges to a general understanding of host-pathogen interactions remain, in particular in the synthesis and integration of concepts and findings across a variety of systems and different spatiotemporal and ecological scales. In this perspective we aim to highlight some of the commonalities and complexities across diverse studies of host-pathogen interactions, with a focus on ecological, spatiotemporal variation, and the choice of genomic methods used. We performed a quantitative review of recent literature to investigate links, patterns and potential tradeoffs between the complexity of genomic, ecological and spatiotemporal scales undertaken in individual host-pathogen studies. We found that the majority of studies used whole genome resolution to address their research objectives across a broad range of ecological scales, especially when focusing on the pathogen side of the interaction. Nevertheless, genomic studies conducted in a complex spatiotemporal context are currently rare in the literature. Because processes of host-pathogen interactions can be understood at multiple scales, from molecular-, cellular-, and physiological-scales to the levels of populations and ecosystems, we conclude that a major obstacle for synthesis across diverse host-pathogen systems is that data are collected on widely diverging scales with different degrees of resolution. This disparity not only hampers effective infrastructural organization of the data but also data granularity and accessibility. Comprehensive metadata deposited in association with genomic data in easily accessible databases will allow greater inference across systems in the future, especially when combined with open data standards and practices. The standardization and comparability of such data will facilitate early detection of emerging infectious diseases as well as studies of the impact of anthropogenic stressors, such as climate change, on disease dynamics in humans and wildlife.
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Affiliation(s)
- Kathrin Näpflin
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, United States of America
| | - Emily A O'Connor
- Molecular Ecology and Evolution Lab, Department of Biology, Lund University, Lund, Sweden
| | - Lutz Becks
- Aquatic Ecology and Evolution, Limnological Institute University Konstanz, Konstanz, Germany
| | - Staffan Bensch
- Molecular Ecology and Evolution Lab, Department of Biology, Lund University, Lund, Sweden
| | - Vincenzo A Ellis
- Molecular Ecology and Evolution Lab, Department of Biology, Lund University, Lund, Sweden
| | - Nina Hafer-Hahmann
- Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Plön, Germany.,EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
| | - Karin C Harding
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden.,Gothenburg Centre for Advanced Studies in Science and Technology, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden
| | - Sara K Lindén
- Department of Medical Chemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Morten T Olsen
- Section for Evolutionary Genomics, Natural History Museum of Denmark, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Jacob Roved
- Molecular Ecology and Evolution Lab, Department of Biology, Lund University, Lund, Sweden
| | - Timothy B Sackton
- Informatics Group, Harvard University, Cambridge, MA, United States of America
| | - Allison J Shultz
- Ornithology Department, Natural History Museum of Los Angeles County, Los Angeles, CA, United States of America
| | - Vignesh Venkatakrishnan
- Department of Medical Chemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Elin Videvall
- Molecular Ecology and Evolution Lab, Department of Biology, Lund University, Lund, Sweden.,Center for Conservation Genomics, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, United States of America
| | - Helena Westerdahl
- Molecular Ecology and Evolution Lab, Department of Biology, Lund University, Lund, Sweden
| | - Jamie C Winternitz
- Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Plön, Germany.,Department of Animal Behaviour, Bielefeld University, Bielefeld, Germany
| | - Scott V Edwards
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, United States of America.,Gothenburg Centre for Advanced Studies in Science and Technology, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden
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19
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Retel C, Kowallik V, Huang W, Werner B, Künzel S, Becks L, Feulner PGD. The feedback between selection and demography shapes genomic diversity during coevolution. Sci Adv 2019; 5:eaax0530. [PMID: 31616788 PMCID: PMC6774728 DOI: 10.1126/sciadv.aax0530] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 09/06/2019] [Indexed: 06/10/2023]
Abstract
Species interactions and coevolution are integral to ecological communities, but we lack empirical information on when and how these interactions generate and purge genetic diversity. Using genomic time series data from host-virus experiments, we found that coevolution occurs through consecutive selective sweeps in both species, with temporal consistency across replicates. Sweeps were accompanied by phenotypic change (resistance or infectivity increases) and expansions in population size. In the host, population expansion enabled rapid generation of genetic diversity in accordance with neutral processes. Viral molecular evolution was, in contrast, confined to few genes, all putative targets of selection. This study demonstrates that molecular evolution during species interactions is shaped by both eco-evolutionary feedback dynamics and interspecific differences in how genetic diversity is generated and maintained.
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Affiliation(s)
- Cas Retel
- Department of Fish Ecology and Evolution, Center for Ecology, Evolution and Biogeochemistry, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
- Division of Aquatic Ecology, Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
| | - Vienna Kowallik
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Weini Huang
- Group of Theoretical Biology, The State Key Laboratory of Biocontrol, School of Life Science, Sun Yat-sen University, Guangzhou, China
- Complex Systems and Networks Research Group, School of Mathematical Sciences, Queen Mary University of London, London, UK
| | - Benjamin Werner
- Evolutionary Genomics and Modelling Lab, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK
| | - Sven Künzel
- Department Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Plön, Germany
| | - Lutz Becks
- Community Dynamics Group, Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Plön, Germany
- Kiel Evolution Center, Biologiezentrum, Kiel, Germany
| | - Philine G. D. Feulner
- Department of Fish Ecology and Evolution, Center for Ecology, Evolution and Biogeochemistry, EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Kastanienbaum, Switzerland
- Division of Aquatic Ecology, Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
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20
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Scheuerl T, Cairns J, Becks L, Hiltunen T. Predator coevolution and prey trait variability determine species coexistence. Proc Biol Sci 2019; 286:20190245. [PMID: 31088272 PMCID: PMC6532513 DOI: 10.1098/rspb.2019.0245] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 04/25/2019] [Indexed: 01/08/2023] Open
Abstract
Predation is one of the key ecological mechanisms allowing species coexistence and influencing biological diversity. However, ecological processes are subject to contemporary evolutionary change, and the degree to which predation affects diversity ultimately depends on the interplay between evolution and ecology. Furthermore, ecological interactions that influence species coexistence can be altered by reciprocal coevolution especially in the case of antagonistic interactions such as predation or parasitism. Here we used an experimental evolution approach to test for the role of initial trait variation in the prey population and coevolutionary history of the predator in the ecological dynamics of a two-species bacterial community predated by a ciliate. We found that initial trait variation both at the bacterial and ciliate level enhanced species coexistence, and that subsequent trait evolutionary trajectories depended on the initial genetic diversity present in the population. Our findings provide further support to the notion that the ecology-centric view of diversity maintenance must be reinvestigated in light of recent findings in the field of eco-evolutionary dynamics.
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Affiliation(s)
- Thomas Scheuerl
- Department of Microbiology, University of Helsinki, PO Box 56, Helsinki 00014, Finland
| | - Johannes Cairns
- Department of Microbiology, University of Helsinki, PO Box 56, Helsinki 00014, Finland
- Organismal and Evolutionary Biology Research Programme, University of Helsinki, PO Box 65, Helsinki 00014Finland
| | - Lutz Becks
- Department of Evolutionary Ecology, Community Dynamics Group, Max Planck Institute for Evolutionary Biology, August Thienemann Strasse 2, 24306 Plön, Germany
- Aquatic Ecology and Evolution, Limnological Institute University Konstanz, Konstanz, Germany
| | - Teppo Hiltunen
- Department of Microbiology, University of Helsinki, PO Box 56, Helsinki 00014, Finland
- Department of Biology, University of Turku, Turku 20014, Finland
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21
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Becks L, Milinski M. Extortion strategies resist disciplining when higher competitiveness is rewarded with extra gain. Nat Commun 2019; 10:783. [PMID: 30770819 PMCID: PMC6377637 DOI: 10.1038/s41467-019-08671-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 01/18/2019] [Accepted: 01/24/2019] [Indexed: 11/09/2022] Open
Abstract
Cooperative strategies are predicted for repeated social interactions. The recently described Zero Determinant (ZD) strategies enforce the partner's cooperation because the 'generous' ZD players help their cooperative partners while 'extortionate' ZD players exploit their partners' cooperation. Partners may accede to extortion because it pays them to do so, but the partner can sabotage his own and his extortioner's score by defecting to discipline the extortioner. Thus, extortion is predicted to turn into generous and disappear. Here, we show with human volunteers that an additional monetary incentive (bonus) paid to the finally competitively superior player maintains extortion. Unexpectedly, extortioners refused to become disciplined, thus forcing partners to accede. Occasional opposition reduced the extortioners' gain so that using extortion paid off only because of the bonus. With no bonus incentive, players used the generous ZD strategy. Our findings suggest that extortion strategies can prevail when higher competitiveness is rewarded with extra gain.
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Affiliation(s)
- Lutz Becks
- Community Dynamics Group, Department of Evolutionary Ecology, Max-Planck-Institute for Evolutionary Biology, August-Thienemann-Strasse 2, 24306, Plön, Germany
- University of Konstanz, Mainaustraße 252, 78464, Konstanz, Germany
| | - Manfred Milinski
- Department of Evolutionary Ecology, Max-Planck-Institute for Evolutionary Biology, August-Thienemann-Strasse 2, 24306, Plön, Germany.
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22
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Affiliation(s)
- Loukas Theodosiou
- Community Dynamics GroupMax Planck Institute for Evolutionary Biology Plön Germany
- Department of Microbial Population BiologyMax Planck Institute for Evolutionary Biology Plön Germany
| | - Teppo Hiltunen
- Department of MicrobiologyUniversity of Helsinki Helsinki Finland
- Department of BiologyUniversity of Turku Turku Finland
| | - Lutz Becks
- Community Dynamics GroupMax Planck Institute for Evolutionary Biology Plön Germany
- Limnology ‐ Aquatic Ecology and Evolution, Limnological InstituteUniversity of Konstanz Konstanz Germany
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23
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Abstract
Algal viruses are considered to be key players in structuring microbial communities and biogeochemical cycles due to their abundance and diversity within aquatic systems. Their high reproduction rates and short generation times make them extremely successful, often with immediate and strong effects for their hosts and thus in biological and abiotic environments. There are, however, conditions that decrease their reproduction rates and make them unsuccessful with no or little immediate effects. Here, we review the factors that lower viral success and divide them into intrinsic—when they are related to the life cycle traits of the virus—and extrinsic factors—when they are external to the virus and related to their environment. Identifying whether and how algal viruses adapt to disadvantageous conditions will allow us to better understand their role in aquatic systems. We propose important research directions such as experimental evolution or the resurrection of extinct viruses to disentangle the conditions that make them unsuccessful and the effects these have on their surroundings.
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Affiliation(s)
- Elena L Horas
- Community Dynamics Group, Max-Planck for Evolutionary Biology, 24306 Plön, Germany.
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, 78464 Konstanz, Germany.
| | - Loukas Theodosiou
- Community Dynamics Group, Max-Planck for Evolutionary Biology, 24306 Plön, Germany.
- Department of Microbial Population Biology, Max-Planck for Evolutionary Biology, 24306 Plön, Germany.
| | - Lutz Becks
- Community Dynamics Group, Max-Planck for Evolutionary Biology, 24306 Plön, Germany.
- Limnology-Aquatic Ecology and Evolution, Limnological Institute, University of Konstanz, 78464 Konstanz, Germany.
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24
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Hiltunen T, Kaitala V, Laakso J, Becks L. Evolutionary contribution to coexistence of competitors in microbial food webs. Proc Biol Sci 2018; 284:rspb.2017.0415. [PMID: 29021178 DOI: 10.1098/rspb.2017.0415] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 09/08/2017] [Indexed: 11/12/2022] Open
Abstract
The theory of species coexistence is a key concept in ecology that has received much attention. The role of rapid evolution for determining species coexistence is still poorly understood although evolutionary change on ecological time-scales has the potential to change almost any ecological process. The influence of evolution on coexistence can be especially pronounced in microbial communities where organisms often have large population sizes and short generation times. Previous work on coexistence has assumed that traits involved in resource use and species interactions are constant or change very slowly in terms of ecological time-scales. However, recent work suggests that these traits can evolve rapidly. Nevertheless, the importance of rapid evolution to coexistence has not been tested experimentally. Here, we show how rapid evolution alters the frequency of two bacterial competitors over time when grown together with specialist consumers (bacteriophages), a generalist consumer (protozoan) and all in combination. We find that consumers facilitate coexistence in a manner consistent with classic ecological theory. However, through disentangling the relative contributions of ecology (changes in consumer abundance) and evolution (changes in traits mediating species interactions) on the frequency of the two competitors over time, we find differences between the consumer types and combinations. Overall, our results indicate that the influence of evolution on species coexistence strongly depends on the traits and species interactions considered.
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Affiliation(s)
- Teppo Hiltunen
- Department of Food and Environmental Sciences/Microbiology and Biotechnology, University of Helsinki, P.O. Box 56, Helsinki 00014, Finland
| | - Veijo Kaitala
- Department of Biosciences/Ecology and Evolutionary biology, University of Helsinki, P.O. Box 65, Helsinki 00014, Finland
| | - Jouni Laakso
- Department of Biosciences/Ecology and Evolutionary biology, University of Helsinki, P.O. Box 65, Helsinki 00014, Finland
| | - Lutz Becks
- Department of Evolutionary Ecology, Max Planck Institute for Evolutionary Biology, Community Dynamics Group, August Thienemann Str. 2, 24306 Plön, Germany
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25
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Ehrlich E, Becks L, Gaedke U. Trait-fitness relationships determine how trade-off shapes affect species coexistence. Ecology 2017; 98:3188-3198. [DOI: 10.1002/ecy.2047] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Revised: 09/28/2017] [Accepted: 10/04/2017] [Indexed: 01/30/2023]
Affiliation(s)
- Elias Ehrlich
- Department of Ecology and Ecosystem Modelling; Institute for Biochemistry and Biology; University of Potsdam; Am Neuen Palais 10 Potsdam 14469 Germany
| | - Lutz Becks
- Community Dynamics Group; Department of Evolutionary Ecology; Max Planck Institute for Evolutionary Biology; August-Thienemann-Strasse 2 Plön 24306 Germany
| | - Ursula Gaedke
- Department of Ecology and Ecosystem Modelling; Institute for Biochemistry and Biology; University of Potsdam; Am Neuen Palais 10 Potsdam 14469 Germany
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26
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Cairns J, Becks L, Jalasvuori M, Hiltunen T. Sublethal streptomycin concentrations and lytic bacteriophage together promote resistance evolution. Philos Trans R Soc Lond B Biol Sci 2017; 372:rstb.2016.0040. [PMID: 27920385 DOI: 10.1098/rstb.2016.0040] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/12/2016] [Indexed: 12/19/2022] Open
Abstract
Sub-minimum inhibiting concentrations (sub-MICs) of antibiotics frequently occur in natural environments owing to wide-spread antibiotic leakage by human action. Even though the concentrations are very low, these sub-MICs have recently been shown to alter bacterial populations by selecting for antibiotic resistance and increasing the rate of adaptive evolution. However, studies are lacking on how these effects reverberate into key ecological interactions, such as bacteria-phage interactions. Previously, co-selection of bacteria by phages and antibiotic concentrations exceeding MICs has been hypothesized to decrease the rate of resistance evolution because of fitness costs associated with resistance mutations. By contrast, here we show that sub-MICs of the antibiotic streptomycin (Sm) increased the rate of phage resistance evolution, as well as causing extinction of the phage. Notably, Sm and the phage in combination also enhanced the evolution of Sm resistance compared with Sm alone. These observations demonstrate the potential of sub-MICs of antibiotics to impact key ecological interactions in microbial communities with evolutionary outcomes that can radically differ from those associated with high concentrations. Our findings also contribute to the understanding of ecological and evolutionary factors essential for the management of the antibiotic resistance problem.This article is part of the themed issue 'Human influences on evolution, and the ecological and societal consequences'.
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Affiliation(s)
- Johannes Cairns
- Department of Food and Environmental Sciences/Microbiology and Biotechnology, University of Helsinki, PO Box 65, 00014 Helsinki, Finland
| | - Lutz Becks
- Department of Evolutionary Ecology/Community Dynamics Group, Max Planck Institute for Evolutionary Biology, August Thienemann Street 2, Plön 24306, Germany
| | - Matti Jalasvuori
- Department of Biological and Environmental Science/Centre of Excellence in Biological Interactions, University of Jyväskylä, PO Box 35, 40014 Jyväskylä, Finland
| | - Teppo Hiltunen
- Department of Food and Environmental Sciences/Microbiology and Biotechnology, University of Helsinki, PO Box 65, 00014 Helsinki, Finland
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27
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Cairns J, Frickel J, Jalasvuori M, Hiltunen T, Becks L. Genomic evolution of bacterial populations under coselection by antibiotics and phage. Mol Ecol 2017; 26:1848-1859. [DOI: 10.1111/mec.13950] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 10/06/2016] [Accepted: 11/28/2016] [Indexed: 12/25/2022]
Affiliation(s)
- Johannes Cairns
- Department of Food and Environmental Sciences / Microbiology and Biotechnology; University of Helsinki; P.O. Box 65 00014 Helsinki Finland
| | - Jens Frickel
- Department of Evolutionary Ecology / Community Dynamics Group; Max Planck Institute for Evolutionary Biology; August Thienemann Street 2 24306 Plön Germany
| | - Matti Jalasvuori
- Department of Biological and Environmental Science / Centre of Excellence in Biological Interactions; University of Jyväskylä; P.O. Box 35 Jyväskylä 40014 Finland
| | - Teppo Hiltunen
- Department of Food and Environmental Sciences / Microbiology and Biotechnology; University of Helsinki; P.O. Box 65 00014 Helsinki Finland
| | - Lutz Becks
- Department of Evolutionary Ecology / Community Dynamics Group; Max Planck Institute for Evolutionary Biology; August Thienemann Street 2 24306 Plön Germany
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28
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Koch H, Becks L. The consequences of facultative sex in a prey adapting to predation. J Evol Biol 2016; 30:210-220. [DOI: 10.1111/jeb.12987] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Revised: 09/28/2016] [Accepted: 09/29/2016] [Indexed: 10/20/2022]
Affiliation(s)
- H. Koch
- Community Dynamics Group; Department Evolutionary Ecology; Max Planck Institute for Evolutionary Biology; Plön Germany
| | - L. Becks
- Community Dynamics Group; Department Evolutionary Ecology; Max Planck Institute for Evolutionary Biology; Plön Germany
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29
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Abstract
Environmental fluctuations, species interactions and rapid evolution are all predicted to affect community structure and their temporal dynamics. Although the effects of the abiotic environment and prey evolution on ecological community dynamics have been studied separately, these factors can also have interactive effects. Here we used bacteria-ciliate microcosm experiments to test for eco-evolutionary dynamics in fluctuating environments. Specifically, we followed population dynamics and a prey defence trait over time when populations were exposed to regular changes of bottom-up or top-down stressors, or combinations of these. We found that the rate of evolution of a defence trait was significantly lower in fluctuating compared with stable environments, and that the defence trait evolved to lower levels when two environmental stressors changed recurrently. The latter suggests that top-down and bottom-up changes can have additive effects constraining evolutionary response within populations. The differences in evolutionary trajectories are explained by fluctuations in population sizes of the prey and the predator, which continuously alter the supply of mutations in the prey and strength of selection through predation. Thus, it may be necessary to adopt an eco-evolutionary perspective on studies concerning the evolution of traits mediating species interactions.
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Affiliation(s)
- Teppo Hiltunen
- Division of Microbiology and Biotechnology, Department of Food and Environmental Sciences, University of Helsinki, PO Box 65, Helsinki 00014, Finland
| | - Gökçe B Ayan
- Department of Evolutionary Ecology, Community Dynamics Group, Max Planck Institute for Evolutionary Biology, August Thienemann Street 2, Plön 24306, Germany
| | - Lutz Becks
- Department of Evolutionary Ecology, Community Dynamics Group, Max Planck Institute for Evolutionary Biology, August Thienemann Street 2, Plön 24306, Germany
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Haafke J, Abou Chakra M, Becks L. Eco-evolutionary feedback promotes Red Queen dynamics and selects for sex in predator populations. Evolution 2016; 70:641-52. [DOI: 10.1111/evo.12885] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Revised: 01/12/2016] [Accepted: 01/26/2016] [Indexed: 12/19/2022]
Affiliation(s)
- Julia Haafke
- Max Planck Institute for Evolutionary Biology; Department of Evolutionary Ecology-Community Dynamics Group; D-Plön Germany
| | - Maria Abou Chakra
- Max Planck Institute for Evolutionary Biology; Department of Evolutionary Theory; D-Plön Germany
| | - Lutz Becks
- Max Planck Institute for Evolutionary Biology; Department of Evolutionary Ecology-Community Dynamics Group; D-Plön Germany
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31
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Frickel J, Sieber M, Becks L. Eco-evolutionary dynamics in a coevolving host-virus system. Ecol Lett 2016; 19:450-9. [DOI: 10.1111/ele.12580] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 12/31/2015] [Accepted: 01/12/2016] [Indexed: 01/21/2023]
Affiliation(s)
- Jens Frickel
- Community Dynamics Group; Department Evolutionary Ecology; Max Planck Institute for Evolutionary Biology; 24306 Plön Germany
| | - Michael Sieber
- Institute of Biochemistry and Biology; Universität Potsdam; D-14469 Potsdam Germany
| | - Lutz Becks
- Community Dynamics Group; Department Evolutionary Ecology; Max Planck Institute for Evolutionary Biology; 24306 Plön Germany
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32
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Affiliation(s)
- Hanna Koch
- Community Dynamics Group Dept. Evolutionary Ecology Max Planck Institute for Evolutionary Biology August Thienemann Str. 2 24306 Plön Germany
| | - Alina Jeschke
- Community Dynamics Group Dept. Evolutionary Ecology Max Planck Institute for Evolutionary Biology August Thienemann Str. 2 24306 Plön Germany
| | - Lutz Becks
- Community Dynamics Group Dept. Evolutionary Ecology Max Planck Institute for Evolutionary Biology August Thienemann Str. 2 24306 Plön Germany
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33
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Becks L, Alavi Y. Using Microevolution to Explain the Macroevolutionary Observations for the Evolution of Sex. Interdisciplinary Evolution Research 2015. [DOI: 10.1007/978-3-319-15045-1_8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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35
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Abstract
The geographical distribution of sexual and related asexual species has been suggested to correlate with habitat stability; sexual species tend to be in stable habitats (K-selection), whereas related asexual taxa tend to be in unstable habitats (r-selection). We test whether this broad-scale pattern can be re-created at a microevolutionary scale by experimentally evolving populations of facultatively sexual rotifers under different ecological conditions. Consistent with the pattern in nature, we find that the rate of sex evolves to lower levels in the r-selected than in K-selection environments. We consider several different explanations for these results.
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Affiliation(s)
- L Becks
- Department of Ecology & Evolutionary Biology, University of Toronto, Toronto, ON, Canada.
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36
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Abstract
Both theory and experiments have demonstrated that sex can facilitate adaptation, potentially yielding a group-level advantage to sex. However, it is unclear whether this process can help solve the more difficult problem of the maintenance of sex within populations. Using experimental populations of the facultatively sexual rotifer Brachionus calyciflorus, we show that rates of sex evolve to higher levels during adaptation but then decline as fitness plateaus. To assess the fitness consequences of genetic mixing, we directly compare the fitnesses of sexually and asexually derived genotypes that naturally occur in our experimental populations. Sexually derived genotypes are more fit than asexually derived genotypes when adaptive pressures are strong, but this pattern reverses as the pace of adaptation slows, matching the pattern of evolutionary change in the rate of sex. These fitness assays test the net effect of sex but cannot be used to disentangle whether selection on sex arises because highly sexual lineages become associated with different allele combinations or with different allele frequencies than less sexual lineages (i.e., "short-" or "long-term" effects, respectively). We infer which of these mechanisms provides an advantage to sex by performing additional manipulations to obtain fitness distributions of sexual and asexual progeny arrays from unbiased parents (rather than from naturally occurring, and thereby evolutionarily biased, parents). We find evidence that sex breaks down adaptive gene combinations, resulting in lower average fitness of sexual progeny (i.e., a short-term disadvantage to sex). As predicted by theory, the advantage to sex arises because sexually derived progeny are more variable in fitness, allowing for faster adaptation. This "long-term advantage" builds over multiple generations, eventually resulting in higher fitness of sexual types.
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Affiliation(s)
- Lutz Becks
- Department of Ecology & Evolutionary Biology, University of Toronto, Toronto, Ontario, Canada.
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Becks L, Ellner SP, Jones LE, Hairston NG. The functional genomics of an eco-evolutionary feedback loop: linking gene expression, trait evolution, and community dynamics. Ecol Lett 2012; 15:492-501. [PMID: 22417636 DOI: 10.1111/j.1461-0248.2012.01763.x] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Feedbacks between ecological and evolutionary change may play important roles in community and ecosystem functioning, but a complete eco-evolutionary feedback loop has not been demonstrated at the community level, and we know little about molecular mechanisms underlying this kind of eco-evolutionary dynamics. In predator-prey (rotifer-alga) microcosms, cyclical changes in predator abundance generated fluctuating selection for a heritable prey defence trait, cell clumping. Predator population growth was affected more by prey evolution than by changes in prey abundance, and changes in predator abundance drove further prey evolution, completing the feedback loop. Within a predator-prey cycle, genes up-regulated as clumping declined were down-regulated as clumping increased, and vice-versa. Genes changing most in expression tended to be associated with defence or its cost. Expression patterns of individual genes differed greatly between consecutive cycles (often reversing direction), suggesting that a particular phenotype may be produced by several (perhaps many) different gene transcription pathways.
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Affiliation(s)
- Lutz Becks
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY 14853, USA.
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Abstract
The evolution of sex is a classic problem in evolutionary biology. While this topic has been the focus of much theoretical work, there is a serious dearth of empirical data. A simple yet fundamental question is how sex affects the mean and variance in fitness. Despite its importance to the theory, this type of data is available for only a handful of taxa. Here, we report two experiments in which we measure the effect of sex on the mean and variance in fitness in the monogonont rotifer, Brachionus calyciflorus. Compared to asexually derived offspring, we find that sexual offspring have lower mean fitness and less genetic variance in fitness. These results indicate that, at least in the laboratory, there are both short- and long-term disadvantages associated with sexual reproduction. We briefly review the other available data and highlight the need for future work.
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Affiliation(s)
- L Becks
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, Canada.
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Abstract
Adaptive variation in the traits determining ecological interactions can lead to evolution so rapid that ecological dynamics change course while in progress (i.e., 'eco-evolutionary dynamics'). However, little is known about how the qualitative properties of eco-evolutionary dynamics (e.g., cycling, equilibrium, etc.) are affected by the amount of heritable variation present. Here, we show that a change in the range of variation in a heritable prey defense trait determines what dynamics are observed in an experimental predator-prey system. We combine modelling and laboratory experiments to show that initial defense trait variation determines whether populations exhibit eco-evolutionary cycles in which heritable variation is maintained, or converge to an equilibrium at which the prey population becomes monomorphic. Our results show how small changes in the amount of adaptive genetic variance initially present can radically alter eco-evolutionary dynamics, and can ultimately determine whether heritable variation is maintained or lost.
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Affiliation(s)
- Lutz Becks
- Department of Ecology and Evolutionary Biology, Cornell University, Ithaca, NY 14853, USA
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Jones LE, Becks L, Ellner SP, Hairston NG, Yoshida T, Fussmann GF. Rapid contemporary evolution and clonal food web dynamics. Philos Trans R Soc Lond B Biol Sci 2009; 364:1579-91. [PMID: 19414472 PMCID: PMC2690500 DOI: 10.1098/rstb.2009.0004] [Citation(s) in RCA: 89] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Character evolution that affects ecological community interactions often occurs contemporaneously with temporal changes in population size, potentially altering the very nature of those dynamics. Such eco-evolutionary processes may be most readily explored in systems with short generations and simple genetics. Asexual and cyclically parthenogenetic organisms such as microalgae, cladocerans and rotifers, which frequently dominate freshwater plankton communities, meet these requirements. Multiple clonal lines can coexist within each species over extended periods, until either fixation occurs or a sexual phase reshuffles the genetic material. When clones differ in traits affecting interspecific interactions, within-species clonal dynamics can have major effects on the population dynamics. We first consider a simple predator-prey system with two prey genotypes, parametrized with data from a well-studied experimental system, and explore how the extent of differences in defence against predation within the prey population determine dynamic stability versus instability of the system. We then explore how increased potential for evolution affects the community dynamics in a more general community model with multiple predator and multiple prey genotypes. These examples illustrate how microevolutionary 'details' that enhance or limit the potential for heritable phenotypic change can have significant effects on contemporaneous community-level dynamics and the persistence and coexistence of species.
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Affiliation(s)
- Laura E. Jones
- Department of Ecology and Evolutionary Biology, Cornell UniversityCorson Hall, Ithaca, NY 14853-2701, USA
| | - Lutz Becks
- Department of Ecology and Evolutionary Biology, Cornell UniversityCorson Hall, Ithaca, NY 14853-2701, USA
| | - Stephen P. Ellner
- Department of Ecology and Evolutionary Biology, Cornell UniversityCorson Hall, Ithaca, NY 14853-2701, USA
| | - Nelson G. Hairston
- Department of Ecology and Evolutionary Biology, Cornell UniversityCorson Hall, Ithaca, NY 14853-2701, USA
| | - Takehito Yoshida
- Department of General Systems Studies, University of Tokyo3-8-1 Komaba, Meguro, Tokyo 153-8902, Japan
| | - Gregor F. Fussmann
- Department of Biology, McGill University1205 Avenue Docteur-Penfield, Montreal, Quebec H3A 1B1, Canada
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Becks L, Arndt H. TRANSITIONS FROM STABLE EQUILIBRIA TO CHAOS, AND BACK, IN AN EXPERIMENTAL FOOD WEB. Ecology 2008; 89:3222-3226. [PMID: 31766789 DOI: 10.1890/07-1988.1] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2007] [Revised: 03/01/2008] [Accepted: 03/17/2008] [Indexed: 11/18/2022]
Abstract
The question of whether deterministic chaos occurs in natural populations has been discussed since the 1970s following the discovery that simple population models can generate chaotic dynamics. Natural populations undergo a diverse mixture of deterministic and stochastic processes that define population dynamics. In most habitats populations are also exposed to changes in biotic and abiotic parameters. Models predict that shifts in ecological parameters may lead to a transition between deterministic chaos, stable equilibria, and limit cycles, yet clear examples from empirical studies are rare. However, such transitions should be considered when discussing the occurrence of chaos in nature because ecological time series are in general short and have large sampling intervals. Here we document short-term transitions in population dynamics to and from chaos in an experimental system. Manipulation of only one experimental parameter (chemostat dilution rate) in a multi-species food web of two bacteria and a bacterivorous ciliate showed that switching between different dynamic behaviors occured with surprising rapidity in the microbial populations. Thus, short periods of chaotic dynamics may easily be overlooked in field observations.
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Becks L, Hilker FM, Malchow H, Jürgens K, Arndt H. Experimental demonstration of chaos in a microbial food web. Nature 2005; 435:1226-9. [PMID: 15988524 DOI: 10.1038/nature03627] [Citation(s) in RCA: 129] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2005] [Accepted: 04/12/2005] [Indexed: 11/09/2022]
Abstract
Discovering why natural population densities change over time and vary with location is a central goal of ecological and evolutional disciplines. The recognition that even simple ecological systems can undergo chaotic behaviour has made chaos a topic of considerable interest among theoretical ecologists. However, there is still a lack of experimental evidence that chaotic behaviour occurs in the real world of coexisting populations in multi-species systems. Here we study the dynamics of a defined predator-prey system consisting of a bacterivorous ciliate and two bacterial prey species. The bacterial species preferred by the ciliate was the superior competitor. Experimental conditions were kept constant with continuous cultivation in a one-stage chemostat. We show that the dynamic behaviour of such a two-prey, one-predator system includes chaotic behaviour, as well as stable limit cycles and coexistence at equilibrium. Changes in the population dynamics were triggered by changes in the dilution rates of the chemostat. The observed dynamics were verified by estimating the corresponding Lyapunov exponents. Such a defined microbial food web offers a new possibility for the experimental study of deterministic chaos in real biological systems.
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Affiliation(s)
- Lutz Becks
- Department of General Ecology and Limnology, Zoological Institute, University of Cologne, D-50923 Köln, Germany
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Abstract
The prevalence of smoking is markedly elevated in schizophrenia. Low smoking cessation rates and reports that some smokers with schizophrenia experience an acute increase in symptoms during attempts to quit smoking, suggest a self-medication model. Alternatively, smoking may modulate medication side effects. The effects of treated and untreated smoking abstinence on psychotic symptoms and medication side effects were examined in this study. Nineteen outpatients with schizophrenia or schizoaffective disorder participated in a randomized, double-blind, balanced crossover study: 1 day of ad libitum smoking followed by 3 days of acute smoking abstinence while wearing 22 mg/day active or placebo transdermal nicotine patches, with a return to 3 days of smoking between patch conditions. Daily symptom and side-effect ratings, nicotine and cotinine blood levels were collected. Twelve subjects completed the study. Neither positive symptoms nor mood symptoms changed. An increase in negative symptoms during the first abstinent day occurred in both placebo and active patch conditions, but was not sustained over subsequent abstinent days. Despite physiological signs of withdrawal, completers did not endorse increased nicotine withdrawal symptoms. Dropouts reported higher withdrawal symptoms, but also had no increase in psychiatric symptoms in either phase of the study. Of note, dyskinesias decreased during abstinence and placebo patch treatment, but increased during abstinence and the active patch conditions. Acute exacerbation of psychiatric symptoms is an unlikely explanation for any difficulty smokers with schizophrenia have in early abstinence.
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Affiliation(s)
- G W Dalack
- Ann Arbor VA Medical Center, University of Michigan, USA
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Abstract
1. Tardive Dyskinesia (TD) can be a serious consequence of the use of antipsychotic medications to treat psychotic illness. There is evidence to suggest that the atypical antipsychotic, clozapine, is less likely to cause, and may even ameliorate TD. 2. The authors reviewed their experience regarding clozapine and TD among patients in their Clozapine Clinic, and summarize some of the recent clinical literature in this area. 3. Retrospective review of chart records for 13 patients was carried out. Comparisons of TD and symptom rating scales were made: 1) between groups (with and without TD) at baseline; 2) between individuals (self as own control) in the TD group at baseline and at the end of the follow-up period. 4. Subjects with and without TD at baseline had a significant decrease in psychiatric symptoms over the course of treatment. 5. In those with TD at baseline, mean Abnormal Involuntary Movement Scale (AIMS) score decreased by 85% over 10.3 +/- 5.5 (mean +/- S.D.) months at a dose of 358 +/- 196 mg/day of clozapine. 6. The data, and the recently published clinical literature on clozapine and TD, continue to support the striking utility of clozapine for chronically psychotic patients, and particularly those with TD.
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Abstract
BACKGROUND A relationship between the anticonvulsant and antidepressant properties of electroconvulsive therapy (ECT) has been hypothesized. The goal of this study was to see whether the anticonvulsant effects of ECT could be measured in a clinical setting and whether there was any relationship between the anticonvulsant effects of ECT and the antidepressant response to it. METHODS We examined the temporal relationship between change in seizure duration (as an index of anticonvulsant activity) and improvement in Hamilton Rating Scale for Depression scores in a retrospective sample of 114 depressed patients who received 145 courses of ECT. A linear mixed effects model was utilized for analysis so that the repeated measures nature of the data could be taken into account. RESULTS Both seizure duration and depression scores decreased significantly through the course of ECT. However, no evidence was found for a relationship between decrease in seizure duration and clinical improvement as measured by Hamilton ratings. CONCLUSIONS The process underlying the reduction in seizure duration through a course of ECT may not be related to antidepressant efficacy.
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Affiliation(s)
- H Kales
- ECT Program, University of Michigan Medical Center, Ann Arbor 48109-0116, USA
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