1
|
Holmes IA, Durso AM, Myers CR, Hendry TA. Changes in capture availability due to infection can lead to detectable biases in population-level infectious disease parameters. PeerJ 2024; 12:e16910. [PMID: 38436008 PMCID: PMC10909344 DOI: 10.7717/peerj.16910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 01/17/2024] [Indexed: 03/05/2024] Open
Abstract
Correctly identifying the strength of selection that parasites impose on hosts is key to predicting epidemiological and evolutionary outcomes of host-parasite interactions. However, behavioral changes due to infection can alter the capture probability of infected hosts and thereby make selection difficult to estimate by standard sampling techniques. Mark-recapture approaches, which allow researchers to determine if some groups in a population are less likely to be captured than others, can be used to identify infection-driven capture biases. If a metric of interest directly compares infected and uninfected populations, calculated detection probabilities for both groups may be useful in identifying bias. Here, we use an individual-based simulation to test whether changes in capture rate due to infection can alter estimates of three key metrics: 1) reduction in the reproductive success of infected parents relative to uninfected parents, 2) the relative risk of infection for susceptible genotypes compared to resistant genotypes, and 3) changes in allele frequencies between generations. We explore the direction and underlying causes of the biases that emerge from these simulations. Finally, we argue that short series of mark-recapture sampling bouts, potentially implemented in under a week, can yield key data on detection bias due to infection while not adding a significantly higher burden to disease ecology studies.
Collapse
Affiliation(s)
- Iris A. Holmes
- Department of Microbiology, Cornell University, Ithaca, NY, United States
- Cornell Institute of Host Microbe Interactions and Disease, Cornell University, Ithaca, NY, United States
| | - Andrew M. Durso
- Department of Biological Sciences, Florida Gulf Coast University, Ft. Myers, FL, USA
| | - Christopher R. Myers
- Center for Advanced Computing & Laboratory of Atomic and Solid State Physics, Cornell University, Ithaca, NY, United States
| | - Tory A. Hendry
- Department of Microbiology, Cornell University, Ithaca, NY, United States
| |
Collapse
|
2
|
Sromek L, Ylinen E, Kunnasranta M, Maduna SN, Sinisalo T, Michell CT, Kovacs KM, Lydersen C, Ieshko E, Andrievskaya E, Alexeev V, Leidenberger S, Hagen SB, Nyman T. Loss of species and genetic diversity during colonization: Insights from acanthocephalan parasites in northern European seals. Ecol Evol 2023; 13:e10608. [PMID: 37869427 PMCID: PMC10585441 DOI: 10.1002/ece3.10608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 09/22/2023] [Accepted: 09/25/2023] [Indexed: 10/24/2023] Open
Abstract
Studies on host-parasite systems that have experienced distributional shifts, range fragmentation, and population declines in the past can provide information regarding how parasite community richness and genetic diversity will change as a result of anthropogenic environmental changes in the future. Here, we studied how sequential postglacial colonization, shifts in habitat, and reduced host population sizes have influenced species richness and genetic diversity of Corynosoma (Acanthocephala: Polymorphidae) parasites in northern European marine, brackish, and freshwater seal populations. We collected Corynosoma population samples from Arctic, Baltic, Ladoga, and Saimaa ringed seal subspecies and Baltic gray seals, and then applied COI barcoding and triple-enzyme restriction-site associated DNA (3RAD) sequencing to delimit species, clarify their distributions and community structures, and elucidate patterns of intraspecific gene flow and genetic diversity. Our results showed that Corynosoma species diversity reflected host colonization histories and population sizes, with four species being present in the Arctic, three in the Baltic Sea, two in Lake Ladoga, and only one in Lake Saimaa. We found statistically significant population-genetic differentiation within all three Corynosoma species that occur in more than one seal (sub)species. Genetic diversity tended to be high in Corynosoma populations originating from Arctic ringed seals and low in the landlocked populations. Our results indicate that acanthocephalan communities in landlocked seal populations are impoverished with respect to both species and intraspecific genetic diversity. Interestingly, the loss of genetic diversity within Corynosoma species seems to have been less drastic than in their seal hosts, possibly due to their large local effective population sizes resulting from high infection intensities and effective intra-host population mixing. Our study highlights the utility of genomic methods in investigations of community composition and genetic diversity of understudied parasites.
Collapse
Affiliation(s)
- Ludmila Sromek
- Department of Marine Ecosystems Functioning, Institute of OceanographyUniversity of GdanskGdyniaPoland
| | - Eeva Ylinen
- Department of Environmental and Biological SciencesUniversity of Eastern FinlandJoensuuFinland
| | - Mervi Kunnasranta
- Department of Environmental and Biological SciencesUniversity of Eastern FinlandJoensuuFinland
- Natural Resources Institute FinlandJoensuuFinland
| | - Simo N. Maduna
- Department of Ecosystem in the Barents RegionNorwegian Institute of Bioeconomy ResearchSvanvikNorway
| | - Tuula Sinisalo
- Department of Biological and Environmental SciencesUniversity of JyväskyläJyväskyläFinland
| | - Craig T. Michell
- Department of Environmental and Biological SciencesUniversity of Eastern FinlandJoensuuFinland
- Red Sea Research CenterKing Abdullah University of Science and TechnologyJeddahSaudi Arabia
| | | | | | - Evgeny Ieshko
- Institute of Biology, Karelian Research CentreRussian Academy of SciencesPetrozavodskRussia
| | | | | | - Sonja Leidenberger
- Department of Biology and Bioinformatics, School of BioscienceUniversity of SkövdeSkövdeSweden
| | - Snorre B. Hagen
- Department of Ecosystem in the Barents RegionNorwegian Institute of Bioeconomy ResearchSvanvikNorway
| | - Tommi Nyman
- Department of Ecosystem in the Barents RegionNorwegian Institute of Bioeconomy ResearchSvanvikNorway
| |
Collapse
|
3
|
Dinges ZM, Phillips RK, Lively CM, Bashey F. Post-association barrier to host switching maintained despite strong selection in a novel mutualism. Ecol Evol 2022; 12:e9011. [PMID: 35784049 PMCID: PMC9204852 DOI: 10.1002/ece3.9011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 05/17/2022] [Accepted: 05/20/2022] [Indexed: 11/25/2022] Open
Abstract
Following a host shift, repeated co-passaging of a mutualistic pair is expected to increase fitness over time in one or both species. Without adaptation, a novel association may be evolutionarily short-lived as it is likely to be outcompeted by native pairings. Here, we test whether experimental evolution can rescue a low-fitness novel pairing between two sympatric species of Steinernema nematodes and their symbiotic Xenorhabdus bacteria. Despite low mean fitness in the novel association, considerable variation in nematode reproduction was observed across replicate populations. We selected the most productive infections, co-passaging this novel mutualism nine times to determine whether selection could improve the fitness of either or both partners. We found that neither partner showed increased fitness over time. Our results suggest that the variation in association success was not heritable and that mutational input was insufficient to allow evolution to facilitate this host shift. Thus, post-association costs of host switching may represent a formidable barrier to novel partnerships among sympatric mutualists.
Collapse
Affiliation(s)
- Zoe M. Dinges
- Department of BiologyIndiana UniversityBloomingtonIndianaUSA
| | | | | | - Farrah Bashey
- Department of BiologyIndiana UniversityBloomingtonIndianaUSA
| |
Collapse
|
4
|
Lewis JA, Penley MJ, Sylla H, Ahumada SD, Morran LT. Antagonistic Coevolution Limits the Range of Host Defense in C. elegans Populations. Front Cell Infect Microbiol 2022. [DOI: 10.3389/fcimb.2022.758745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Host populations often evolve defenses against parasites due to the significant fitness costs imposed by infection. However, adaptation to a specific parasite may alter the effectiveness of the host’s defenses in general. Consequently, the specificity of host defense may be influenced by a host population’s evolutionary history with parasites. Further, the degree of reciprocal change within an interaction may profoundly alter the range of host defense, given that antagonistic coevolutionary interactions are predicted to favor defense against specific parasite genotypes. Here, we examined the effect of host evolutionary history on host defense range by assessing the mortality rates of Caenorhabditis elegans host populations exposed to an array of Serratia marcescens bacterial parasite strains. Importantly, each of the host populations were derived from the same genetic background but have different experimental evolution histories with parasites. Each of these histories (exposure to either heat-killed, fixed genotype, or coevolving parasites) carries a different level of evolutionary reciprocity. Overall, we observed an effect of host evolutionary history in that previously coevolved host populations were generally the most susceptible to novel parasite strains. This data demonstrates that host evolutionary history can have a significant impact on host defense, and that host-parasite coevolution can increase host susceptibility to novel parasites.
Collapse
|
5
|
Papkou A, Schalkowski R, Barg MC, Koepper S, Schulenburg H. Population size impacts host-pathogen coevolution. Proc Biol Sci 2021; 288:20212269. [PMID: 34905713 PMCID: PMC8670963 DOI: 10.1098/rspb.2021.2269] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 11/18/2021] [Indexed: 11/25/2022] Open
Abstract
Ongoing host-pathogen interactions are characterized by rapid coevolutionary changes forcing species to continuously adapt to each other. The interacting species are often defined by finite population sizes. In theory, finite population size limits genetic diversity and compromises the efficiency of selection owing to genetic drift, in turn constraining any rapid coevolutionary responses. To date, however, experimental evidence for such constraints is scarce. The aim of our study was to assess to what extent population size influences the dynamics of host-pathogen coevolution. We used Caenorhabditus elegans and its pathogen Bacillus thuringiensis as a model for experimental coevolution in small and large host populations, as well as in host populations which were periodically forced through a bottleneck. By carefully controlling host population size for 23 host generations, we found that host adaptation was constrained in small populations and to a lesser extent in the bottlenecked populations. As a result, coevolution in large and small populations gave rise to different selection dynamics and produced different patterns of host-pathogen genotype-by-genotype interactions. Our results demonstrate a major influence of host population size on the ability of the antagonists to co-adapt to each other, thereby shaping the dynamics of antagonistic coevolution.
Collapse
Affiliation(s)
- Andrei Papkou
- Department of Evolutionary Ecology and Genetics, Zoological Institute, Christian-Albrechts-Universitaet Kiel, 24098 Kiel, Germany
- Department of Evolutionary Biology and Environmental Studies, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Rebecca Schalkowski
- Department of Evolutionary Ecology and Genetics, Zoological Institute, Christian-Albrechts-Universitaet Kiel, 24098 Kiel, Germany
| | - Mike-Christoph Barg
- Department of Evolutionary Ecology and Genetics, Zoological Institute, Christian-Albrechts-Universitaet Kiel, 24098 Kiel, Germany
| | - Svenja Koepper
- Department of Evolutionary Ecology and Genetics, Zoological Institute, Christian-Albrechts-Universitaet Kiel, 24098 Kiel, Germany
| | - Hinrich Schulenburg
- Department of Evolutionary Ecology and Genetics, Zoological Institute, Christian-Albrechts-Universitaet Kiel, 24098 Kiel, Germany
- Max-Planck Institute for Evolutionary Biology, 24306 Plön, Germany
| |
Collapse
|
6
|
Courtine D, Zhang X, Ewbank JJ. Increased Pathogenicity of the Nematophagous Fungus Drechmeria coniospora Following Long-Term Laboratory Culture. FRONTIERS IN FUNGAL BIOLOGY 2021; 2:778882. [PMID: 37744153 PMCID: PMC10512298 DOI: 10.3389/ffunb.2021.778882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 11/22/2021] [Indexed: 09/26/2023]
Abstract
Domestication provides a window into adaptive change. Over the course of 2 decades of laboratory culture, a strain of the nematode-specific fungus Drechmeria coniospora became more virulent during its infection of Caenorhabditis elegans. Through a close comparative examination of the genome sequences of the original strain and its more pathogenic derivative, we identified a small number of non-synonymous mutations in protein-coding genes. In one case, the mutation was predicted to affect a gene involved in hypoxia resistance and we provide direct corroborative evidence for such an effect. The mutated genes with functional annotation were all predicted to impact the general physiology of the fungus and this was reflected in an increased in vitro growth, even in the absence of C. elegans. While most cases involved single nucleotide substitutions predicted to lead to a loss of function, we also observed a predicted restoration of gene function through deletion of an extraneous tandem repeat. This latter change affected the regulatory subunit of a cAMP-dependent protein kinase. Remarkably, we also found a mutation in a gene for a second protein of the same, protein kinase A, pathway. Together, we predict that they result in a stronger repression of the pathway for given levels of ATP and adenylate cyclase activity. Finally, we also identified mutations in a few lineage-specific genes of unknown function that are candidates for factors that influence virulence in a more direct manner.
Collapse
|
7
|
White PS, Arslan D, Kim D, Penley M, Morran L. Host genetic drift and adaptation in the evolution and maintenance of parasite resistance. J Evol Biol 2021; 34:845-851. [PMID: 33783870 DOI: 10.1111/jeb.13785] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 03/22/2021] [Indexed: 01/17/2023]
Abstract
Host-parasite interactions may often be subject to opposing evolutionary forces, which likely influence the evolutionary trajectories of both partners. Natural selection and genetic drift are two major evolutionary forces that act in host and parasite populations. Further, population size is a significant determinant of the relative strengths of these forces. In small populations, drift may undermine the persistence of beneficial alleles, potentially impeding host adaptation to parasites. Here, we investigate two questions: (a) can selection pressure for increased resistance in small, susceptible host populations overcome the effects of drift and (b) can resistance be maintained in small host populations? To answer these questions, we experimentally evolved the host Caenorhabditis elegans against its bacterial parasite, Serratia marcescens, for 13 host generations. We found that strong selection favouring increased host resistance was insufficient to counteract drift in small populations, resulting in persistently high host mortality. Additionally, in small populations of resistant hosts, we found that selection for the maintenance of resistance is not always sufficient to curb the loss of resistance. We compared these results with selection in large host populations. We found that initially resistant, large host populations were able to maintain high levels of resistance. Likewise, initially susceptible, large host populations were able to gain resistance to the parasite. These results show that strong selection pressure for survival is not always sufficient to counteract drift. In consideration of C. elegans natural population dynamics, we suggest that drift may often impede selection in nature.
Collapse
Affiliation(s)
- P Signe White
- Department of Biology, College of Arts and Sciences, Emory University, Atlanta, GA, USA.,Population Biology, Ecology, and Evolution Graduate Program, Laney Graduate School, Emory University, Atlanta, GA, USA
| | - Danial Arslan
- Department of Biology, College of Arts and Sciences, Emory University, Atlanta, GA, USA
| | - David Kim
- Department of Biology, College of Arts and Sciences, Emory University, Atlanta, GA, USA
| | - McKenna Penley
- Department of Biology, College of Arts and Sciences, Emory University, Atlanta, GA, USA
| | - Levi Morran
- Department of Biology, College of Arts and Sciences, Emory University, Atlanta, GA, USA
| |
Collapse
|