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Melero I, González R, Elena SF. Host developmental stages shape the evolution of a plant RNA virus. Philos Trans R Soc Lond B Biol Sci 2023; 378:20220005. [PMID: 36744567 PMCID: PMC9979778 DOI: 10.1098/rstb.2022.0005] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Viruses are obligate pathogens that entirely rely on their hosts to complete their infectious cycle. The outcome of viral infections depends on the status of the host. Host developmental stage is an important but sometimes overlooked factor impacting host-virus interactions. This impact is especially relevant in a context where climate change and human activities are altering plant development. To better understand how different host developmental stages shape virus evolution, we experimentally evolved turnip mosaic virus (TuMV) on Arabidopsis thaliana at three different developmental stages: vegetative (juvenile), bolting (transition) and reproductive (mature). After infecting plants with an Arabidopsis-naive or an Arabidopsis-well-adapted TuMV isolate, we observed that hosts in later developmental stages were prone to faster and more severe infections. This observation was extended to viruses belonging to different genera. Thereafter, we experimentally evolved lineages of the naive and the well-adapted TuMV isolates in plants from each of the three developmental stages. All evolved viruses enhanced their infection traits, but this increase was more intense in viruses evolved in younger hosts. The genomic changes of the evolved viral lineages revealed mutation patterns that strongly depended on the founder viral isolate as well as on the developmental stage of the host wherein the lineages were evolved. This article is part of the theme issue 'Infectious disease ecology and evolution in a changing world'.
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Affiliation(s)
- Izan Melero
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València), Paterna, 46182 València, Spain
| | - Rubén González
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València), Paterna, 46182 València, Spain
| | - Santiago F. Elena
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València), Paterna, 46182 València, Spain,The Santa Fe Institute, Santa Fe 87501, NM, USA
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Navarro R, Ambrós S, Butković A, Carrasco JL, González R, Martínez F, Wu B, Elena SF. Defects in Plant Immunity Modulate the Rates and Patterns of RNA Virus Evolution. Virus Evol 2022; 8:veac059. [PMID: 35821716 PMCID: PMC9272744 DOI: 10.1093/ve/veac059] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 06/10/2022] [Accepted: 06/18/2022] [Indexed: 11/13/2022] Open
Abstract
It is assumed that host genetic variability for susceptibility to infection conditions virus evolution. Differences in host susceptibility can drive a virus to diversify into strains that track different defense alleles (e.g. antigenic diversity) or to infect only the most susceptible genotypes. Here, we have studied how variability in host defenses determines the evolutionary fate of a plant RNA virus. We performed evolution experiments with Turnip mosaic potyvirus in Arabidopsis thaliana mutants that had disruptions in infection-response signaling pathways or in genes whose products are essential for potyvirus infection. Plant genotypes were classified into five phenogroups according to their response to infection. We found that evolution proceeded faster in more restrictive hosts than in more permissive ones. Most of the phenotypic differences shown by the ancestral virus across host genotypes were removed after evolution, suggesting the combined action of selection and chance. When all evolved viral lineages were tested in all plant genotypes used in the experiments, we found compelling evidences that the most restrictive plant genotypes selected for more generalist viruses, while more permissive genotypes selected for more specialist viruses. Sequencing the genomes of the evolved viral lineages, we found that selection targeted the multifunctional genome-linked protein VPg in most host genotypes. Overall, this work illustrates how different host defenses modulate the rates and extent of virus evolution.
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Affiliation(s)
- Rebeca Navarro
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
| | - Silvia Ambrós
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
| | - Anamarija Butković
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
| | - José L Carrasco
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
| | - Rubén González
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
| | - Fernando Martínez
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
| | - Beilei Wu
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
| | - Santiago F Elena
- Instituto de Biología Integrativa de Sistemas (CSIC - Universitat de València) , Paterna, 46182 València, Spain
- The Santa Fe Institute , Santa Fe NM87501, USA
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Bailey C, Strepparava N, Ros A, Wahli T, Schmidt-Posthaus H, Segner H, Tafalla C. It's a hard knock life for some: Heterogeneity in infection life history of salmonids influences parasite disease outcomes. J Anim Ecol 2021; 90:2573-2593. [PMID: 34165799 PMCID: PMC8597015 DOI: 10.1111/1365-2656.13562] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 06/19/2021] [Indexed: 11/27/2022]
Abstract
Heterogeneity in immunity occurs across numerous disease systems with individuals from the same population having diverse disease outcomes. Proliferative kidney disease (PKD) caused by Tetracapsuloides bryosalmonae, is a persistent parasitic disease negatively impacting both wild and farmed salmonids. Little is known of how PKD is spread or maintained within wild susceptible populations. We investigated an aspect of fish disease that has been largely overlooked, that is, the role of the host phenotypic heterogeneity in disease outcome. We examined how host susceptibility to T. bryosalmonae infection, and the disease PKD, varied across different infection life-history stages and how it differs between naïve, re-infected and persistently infected hosts. We investigated the response to parasite exposure in host phenotypes with (a) different ages and (b) heterogeneous infection life histories. Among (a) the age phenotypes were young-of-the-year (YOY) fish and juvenile 1+ fish (fish older than one) and, for (b) juvenile 1+ infection survivors were either re-exposed or not re- exposed to the parasite and response phenotypes were assigned post-hoc dependant on infection status. In fish not re-exposed this included fish that cleared infection (CI) or had a persistent infection (PI). In fish re-exposed these included fish that were re-infected (RI), or re-exposed and uninfected (RCI). We assessed both parasite-centric (infection prevalence, parasite burden, malacospore transmission) and host-centric parameters (growth rates, disease severity, infection tolerance and the immune response). In (a), YOY fish, parasite success and disease severity were greater and differences in the immune response occurred, demonstrating an ontogenetic decline of susceptibility in older fish. In (b), in PI and RI fish, parasite success and disease severity were comparable. However, expression of several adaptive immunity markers was greater in RI fish, indicating concomitant immunity, as re-exposure did not intensify infection. We demonstrate the relevance of heterogeneity in infection life history on disease outcome and describe several distinctive features of immune ontogeny and protective immunity in this model not previously reported. The relevance of such themes on a population level requires greater research in many aquatic disease systems to generate clearer framework for understanding the spread and maintenance of aquatic pathogens.
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Affiliation(s)
- Christyn Bailey
- Fish Immunology and Pathology Group, Animal Health Research Centre (CISA-INIA), Madrid, Spain
| | - Nicole Strepparava
- Centre for Fish and Wildlife Health, University of Bern, Bern, Switzerland
| | - Albert Ros
- LAZBW, Fischereiforschungsstelle, Langenargen, Germany
| | - Thomas Wahli
- Centre for Fish and Wildlife Health, University of Bern, Bern, Switzerland
| | | | - Helmut Segner
- Centre for Fish and Wildlife Health, University of Bern, Bern, Switzerland
| | - Carolina Tafalla
- Fish Immunology and Pathology Group, Animal Health Research Centre (CISA-INIA), Madrid, Spain
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4
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González R, Butković A, Elena SF. Role of host genetic diversity for susceptibility-to-infection in the evolution of virulence of a plant virus. Virus Evol 2019; 5:vez024. [PMID: 31768264 PMCID: PMC6863064 DOI: 10.1093/ve/vez024] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Predicting viral emergence is difficult due to the stochastic nature of the underlying processes and the many factors that govern pathogen evolution. Environmental factors affecting the host, the pathogen and the interaction between both are key in emergence. In particular, infectious disease dynamics are affected by spatiotemporal heterogeneity in their environments. A broad knowledge of these factors will allow better estimating where and when viral emergence is more likely to occur. Here, we investigate how the population structure for susceptibility-to-infection genes of the plant Arabidopsis thaliana shapes the evolution of Turnip mosaic virus (TuMV). For doing so we have evolved TuMV lineages in two radically different host population structures: (1) a metapopulation subdivided into six demes (subpopulations); each one being composed of individuals from only one of six possible A. thaliana ecotypes and (2) a well-mixed population constituted by equal number of plants from the same six A. thaliana ecotypes. These two populations were evolved for twelve serial passages. At the end of the experimental evolution, we found faster adaptation of TuMV to each ecotype in the metapopulation than in the well-mixed heterogeneous host populations. However, viruses evolved in well-mixed populations were more pathogenic and infectious than viruses evolved in the metapopulation. Furthermore, the viruses evolved in the demes showed stronger signatures of local specialization than viruses evolved in the well-mixed populations. These results illustrate how the genetic diversity of hosts in an experimental ecosystem favors the evolution of virulence of a pathogen.
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Affiliation(s)
- Rubén González
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, Parc Cientific UV, Catedrático Agustín Escardino 9, Paterna, València 46980, Spain
| | - Anamarija Butković
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, Parc Cientific UV, Catedrático Agustín Escardino 9, Paterna, València 46980, Spain
| | - Santiago F Elena
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, Parc Cientific UV, Catedrático Agustín Escardino 9, Paterna, València 46980, Spain.,The Santa Fe Institute, Santa Fe, 1399 Hyde Park Road, NM 87501, USA
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5
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McMullan J. Adaptation in Honey Bee (Apis mellifera) Colonies Exhibiting Tolerance to Varroa destructor in Ireland. ACTA ACUST UNITED AC 2018. [DOI: 10.1080/0005772x.2018.1431000] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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6
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Schmid-Hempel P, Puhr K, Krüger N, Reber C, Schmid-Hempel R. DYNAMIC AND GENETIC CONSEQUENCES OF VARIATION IN HORIZONTAL TRANSMISSION FOR A MICROPARASITIC INFECTION. Evolution 2017; 53:426-434. [PMID: 28565410 DOI: 10.1111/j.1558-5646.1999.tb03778.x] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/1998] [Accepted: 10/30/1998] [Indexed: 11/29/2022]
Abstract
Transmission to a new host is a critical step in the life cycle of a parasite. Variation in the characteristics of the transmission process, for example, due to host demography, is assumed to select for different variants of the parasite. We have experimentally tested how variation in the time to transmission (early or late after infection) and exposure to adverse conditions outside the host (immediate or delayed contact with new host) interact to determine the success of the infection in the next host, using the trypanosome Crithidia bombi infecting its bumblebee host, Bombus terrestris. These two experimentally manageable steps mimic the processes of within- and among-host selection for the parasite. We found that early transmission led to higher infection success in the next host as did immediate contact with the new host. However, there was no interaction between the two parameters as would be expected if early-transmitted variants, resulting from rapid multiplication within the host, would be less adapted to the conditions encountered during the between-host transfer or infection of the next host. Furthermore, typing the genetic variability of the parasites with microsatellites showed that the four different transmission routes of our experiment selected for different degrees of allelic diversity of the infecting parasite populations. The results support the idea that variation in the transmission process selects for different genotypic variants of the parasite. At the same time, the relationship of allelic diversity with infection intensity suggested that the coinfection model of May and Nowak (1995) may be appropriate, where each parasite is able to infect and multiply independent of others within the same host.
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Affiliation(s)
- Paul Schmid-Hempel
- ETH Zurich, Experimental Ecology, ETH-Zentrum NW, CH-8092, Zürich, Switzerland
| | - Katina Puhr
- School of Biological and Medical Sciences, Bute Medical Building, University of St. Andrews, Fife, KY16 9TS, Scotland
| | - Nadja Krüger
- ETH Zurich, Experimental Ecology, ETH-Zentrum NW, CH-8092, Zürich, Switzerland
| | - Christine Reber
- ETH Zurich, Experimental Ecology, ETH-Zentrum NW, CH-8092, Zürich, Switzerland
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7
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Hudson AI, Fleming-Davies AE, Páez DJ, Dwyer G. Genotype-by-genotype interactions between an insect and its pathogen. J Evol Biol 2016; 29:2480-2490. [PMID: 27622965 DOI: 10.1111/jeb.12977] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 08/31/2016] [Accepted: 09/02/2016] [Indexed: 12/22/2022]
Abstract
Genotype-by-genotype (G×G) interactions are an essential requirement for the coevolution of hosts and parasites, but have only been documented in a small number of animal model systems. G×G effects arise from interactions between host and pathogen genotypes, such that some pathogen strains are more infectious in certain hosts and some hosts are more susceptible to certain pathogen strains. We tested for G×G interactions in the gypsy moth (Lymantria dispar) and its baculovirus. We infected 21 full-sib families of gypsy moths with each of 16 isolates of baculovirus and measured the between-isolate correlations of infection rate across host families for all pairwise combinations of isolates. Mean infectiousness varied among isolates and disease susceptibility varied among host families. Between-isolate correlations of infection rate were generally less than one, indicating nonadditive effects of host and pathogen type consistent with G×G interactions. Our results support the presence of G×G effects in the gypsy moth-baculovirus interaction and provide empirical evidence that correlations in infection rates between field-collected isolates are consistent with values that mathematical models have previously shown to increase the likelihood of pathogen polymorphism.
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Affiliation(s)
- A I Hudson
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
| | - A E Fleming-Davies
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
| | - D J Páez
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
| | - G Dwyer
- Department of Ecology and Evolution, University of Chicago, Chicago, IL, USA
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8
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Ecology of malaria infections in western lowland gorillas inhabiting Dzanga Sangha Protected Areas, Central African Republic. Parasitology 2015; 142:890-900. [PMID: 25736484 DOI: 10.1017/s0031182015000086] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
African great apes are susceptible to infections with several species of Plasmodium, including the predecessor of Plasmodium falciparum. Little is known about the ecology of these pathogens in gorillas. A total of 131 gorilla fecal samples were collected from Dzanga-Sangha Protected Areas to study the diversity and prevalence of Plasmodium species. The effects of sex and age as factors influencing levels of infection with Plasmodium in habituated gorilla groups were assessed. Ninety-five human blood samples from the same locality were also analysed to test for cross-transmission between humans and gorillas. According to a cytB PCR assay 32% of gorilla's fecal samples and 43·1% human individuals were infected with Plasmodium spp. All Laverania species, Plasmodium vivax, and for the first time Plasmodium ovale were identified from gorilla samples. Plasmodium praefalciparum was present only from habituated individuals and P. falciparum was detected from human samples. Although few P. vivax and P. ovale sequences were obtained from gorillas, the evidence for cross-species transmission between humans and gorillas requires more in depth analysis. No association was found between malaria infection and sex, however, younger individuals aged ≤6 years were more susceptible. Switching between two different Plasmodium spp. was observed in three individuals. Prolonged monitoring of Plasmodium infection during various seasons and recording behavioural data is necessary to draw a precise picture about the infection dynamics.
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Granroth-Wilding HMV, Burthe SJ, Lewis S, Reed TE, Herborn KA, Newell MA, Takahashi EA, Daunt F, Cunningham EJA. Parasitism in early life: environmental conditions shape within-brood variation in responses to infection. Ecol Evol 2014; 4:3408-19. [PMID: 25535557 PMCID: PMC4228615 DOI: 10.1002/ece3.1192] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Revised: 07/18/2014] [Accepted: 07/21/2014] [Indexed: 11/07/2022] Open
Abstract
Parasites play key ecological and evolutionary roles through the costs they impose on their host. In wild populations, the effect of parasitism is likely to vary considerably with environmental conditions, which may affect the availability of resources to hosts for defense. However, the interaction between parasitism and prevailing conditions is rarely quantified. In addition to environmental variation acting on hosts, individuals are likely to vary in their response to parasitism, and the combined effect of both may increase heterogeneity in host responses. Offspring hierarchies, established by parents in response to uncertain rearing conditions, may be an important source of variation between individuals. Here, we use experimental antiparasite treatment across 5 years of variable conditions to test how annual population productivity (a proxy for environmental conditions) and parasitism interact to affect growth and survival of different brood members in juvenile European shags (Phalacrocorax aristotelis). In control broods, last-hatched chicks had more plastic growth rates, growing faster in more productive years. Older siblings grew at a similar rate in all years. Treatment removed the effect of environment on last-hatched chicks, such that all siblings in treated broods grew at a similar rate across environmental conditions. There were no differences in nematode burden between years or siblings, suggesting that variation in responses arose from intrinsic differences between chicks. Whole-brood growth rate was not affected by treatment, indicating that within-brood differences were driven by a change in resource allocation between siblings rather than a change in overall parental provisioning. We show that gastrointestinal parasites can be a key component of offspring's developmental environment. Our results also demonstrate the value of considering prevailing conditions for our understanding of parasite effects on host life-history traits. Establishing how environmental conditions shape responses to parasitism is important as environmental variability is predicted to increase.
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Affiliation(s)
- Hanna M V Granroth-Wilding
- Centre for Immunity, Infection and Evolution, Institute of Evolutionary Biology, School of Biology, University of Edinburgh, Ashworth Laboratories King's Buildings, West Mains Rd, Edinburgh, EH9 3JT, U.K
| | - Sarah J Burthe
- NERC Centre for Ecology & Hydrology, Bush Estate Penicuik, Midlothian, EH26 0QB, U.K
| | - Sue Lewis
- Institute of Evolutionary Biology, School of Biology, University of Edinburgh, Ashworth Laboratories King's Buildings, West Mains Rd, Edinburgh, EH9 3JT, U.K
| | - Thomas E Reed
- School of Biological, Earth & Environmental Sciences, University College Cork Cork, Ireland
| | - Katherine A Herborn
- Institute of Biodiversity, Animal Health & Comparative Medicine, University of Glasgow Bearsden Road, Glasgow, G61 1QH, U.K
| | - Mark A Newell
- NERC Centre for Ecology & Hydrology, Bush Estate Penicuik, Midlothian, EH26 0QB, U.K
| | - Emi A Takahashi
- Centre for Immunity, Infection and Evolution, Institute of Evolutionary Biology, School of Biology, University of Edinburgh, Ashworth Laboratories King's Buildings, West Mains Rd, Edinburgh, EH9 3JT, U.K
| | - Francis Daunt
- NERC Centre for Ecology & Hydrology, Bush Estate Penicuik, Midlothian, EH26 0QB, U.K
| | - Emma J A Cunningham
- Centre for Immunity, Infection and Evolution, Institute of Evolutionary Biology, School of Biology, University of Edinburgh, Ashworth Laboratories King's Buildings, West Mains Rd, Edinburgh, EH9 3JT, U.K
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10
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Deepening the Conception of Functional Information in the Description of Zoonotic Infectious Diseases. ENTROPY 2013. [DOI: 10.3390/e15051929] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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11
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Effect of suboptimal environment and host age on helminth community of black grouse (Tetrao tetrix). EUR J WILDLIFE RES 2012. [DOI: 10.1007/s10344-012-0681-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
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12
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Ruiz-González MX, Bryden J, Moret Y, Reber-Funk C, Schmid-Hempel P, Brown MJF. DYNAMIC TRANSMISSION, HOST QUALITY, AND POPULATION STRUCTURE IN A MULTIHOST PARASITE OF BUMBLEBEES. Evolution 2012; 66:3053-66. [DOI: 10.1111/j.1558-5646.2012.01655.x] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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13
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Fellous S, Duncan AB, Quillery E, Vale PF, Kaltz O. Genetic influence on disease spread following arrival of infected carriers. Ecol Lett 2012; 15:186-92. [PMID: 22221658 DOI: 10.1111/j.1461-0248.2011.01723.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Epidemiology in host meta-populations depends on parasite ability to disperse between, establish and persist in distinct sub-populations of hosts. We studied the genetic factors determining the short-term establishment, and long-term maintenance, of pathogens introduced by infected hosts (i.e. carriers) into recipient populations. We used experimental populations of the freshwater ciliate Paramecium caudatum and its bacterial parasite Holospora undulata. Parasite short-term spread (approximately one horizontal transmission cycle) was affected mainly by carrier genotype, and its interactions with parasite and recipient genotypes. By contrast, parasite longer term spread (2-3 horizontal transmission cycles) was mostly determined by parasite isolate. Importantly, measures of parasite short-term success (reproductive number, R) were not good predictors for longer term prevalence, probably because of the specific interactions between host and parasite genotypes. Analogous to variation in vectorial capacity and super-spreader occurrence, two crucial components of epidemiology, we show that carrier genotype can also affect disease spread within meta-populations.
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Affiliation(s)
- Simon Fellous
- Institut des Sciences de l'Evolution, UMR CNRS-UM2-IRD 5554, University of Montpellier 2, Place Eugène Bataillon, Montpellier Cedex 05, France
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14
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Ross A, Smith T. Interpreting malaria age-prevalence and incidence curves: a simulation study of the effects of different types of heterogeneity. Malar J 2010; 9:132. [PMID: 20478060 PMCID: PMC2888834 DOI: 10.1186/1475-2875-9-132] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2010] [Accepted: 05/17/2010] [Indexed: 11/18/2022] Open
Abstract
Background Individuals in a malaria endemic community differ from one another. Many of these differences, such as heterogeneities in transmission or treatment-seeking behaviour, affect malaria epidemiology. The different kinds of heterogeneity are likely to be correlated. Little is known about their impact on the shape of age-prevalence and incidence curves. In this study, the effects of heterogeneity in transmission, treatment-seeking and risk of co-morbidity were simulated. Methods Simple patterns of heterogeneity were incorporated into a comprehensive individual-based model of Plasmodium falciparum malaria epidemiology. The different types of heterogeneity were systematically simulated individually, and in independent and co-varying pairs. The effects on age-curves for parasite prevalence, uncomplicated and severe episodes, direct and indirect mortality and first-line treatments and hospital admissions were examined. Results Different heterogeneities affected different outcomes with large effects reserved for outcomes which are directly affected by the action of the heterogeneity rather than via feedback on acquired immunity or fever thresholds. Transmission heterogeneity affected the age-curves for all outcomes. The peak parasite prevalence was reduced and all age-incidence curves crossed those of the reference scenario with a lower incidence in younger children and higher in older age-groups. Heterogeneity in the probability of seeking treatment reduced the peak incidence of first-line treatment and hospital admissions. Heterogeneity in co-morbidity risk showed little overall effect, but high and low values cancelled out for outcomes directly affected by its action. Independently varying pairs of heterogeneities produced additive effects. More variable results were produced for co-varying heterogeneities, with striking differences compared to independent pairs for some outcomes which were affected by both heterogeneities individually. Conclusions Different kinds of heterogeneity both have different effects and affect different outcomes. Patterns of co-variation are also important. Alongside the absolute levels of different factors affecting age-curves, patterns of heterogeneity should be considered when parameterizing or validating models, interpreting data and inferring from one outcome to another.
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Affiliation(s)
- Amanda Ross
- Department of Epidemiology and Public Health, Swiss Tropical and Public Health Institute, Basel, Switzerland.
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Evolutionary ecology of vertically transmitted parasites: transovarial transmission of a microsporidian sex ratio distorter in Gammarus duebeni. Parasitology 2009. [DOI: 10.1017/s0031182000075843] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
SUMMARYVertically transmitted parasites are transmitted from generation to generation of hosts usually via the host's gametes. Owing to gamete size dimorphism, the major transmission route is transovarial and selection (on the parasite) favours strategies which increase the relative frequency of the transmitting (female) host sex. These strategies impose unusual selection pressures on the host, and coevolution between hosts and vertically transmitted parasites has been implicated in speciation, in the evolution of symbiosis, and in the evolution of novel systems of host reproduction and sex determination. We review the evolutionary implications of vertically transmitted parasites in arthropods before focusing on strategies of transmission of a parasitic sex ratio distorter in Gammarus duebeni. The efficiency of parasite transmission to new hosts is a key factor underlying the relationship between vertically transmitted parasites and their hosts. Vertically transmitted parasites must overcome 2 bottlenecks in order to ensure successful infection of future host generations: first, transmission from adult to gamete; and secondly, transmission to the germ-line of the infected host. We investigate these 2 processes with regard to transovarial transmission by a microsporidian parasite in Gammarus duebeni. Parasite transmission from adult to eggs is highly efficient, with 96% of eggs of infected mothers inheriting the infection, whereas transmission to germ-line within infected embryos is relatively inefficient (72%). We measure parasite distribution between cells of developing embryos, and use these distributions to infer possible mechanisms of parasite transmission to germ-line. Parasite distribution within the embryo is dependent on host cell lineage, and is not consistent with unbiased segregation between daughter cells. These results indicate that parasites segregate together at host cell division, and may reflect a strategy of differential segregation to the host germ-line. We consider alternative parasite strategies at the cell-level in terms of their evolutionary implications.
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Serrano DR, Zanotti-Magalhães EM, Magalhães LA, Carvalho JFD. Behavior in Mus musculus of Schistosoma mansoni from mollusks treated with hydrocortisone. Rev Soc Bras Med Trop 2005; 38:406-9. [PMID: 16172757 DOI: 10.1590/s0037-86822005000500009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Twenty mice were exposed to cercariae from mollusks treated with hydrocortisone and another 20 mice received cercariae from non-treated mollusks. The behavior of the parasites from the two groups of mollusks was compared based on the ability of cercariae to penetrate mice, on the total number of worms recovered after eight weeks of infection, on the relationship between the number of penetrating cercariae and the number of recovered worms and on the number of eggs in the feces. Treating the mollusks with hydrocortisone did not alter the ability of cercariae to penetrate mice nor did it affect the total number of worms recovered. The number of female worms, the number of coupled worms and the number of eggs in the feces were greater in mice infected by cercariae from mollusks treated with hydrocortisone.
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Affiliation(s)
- Deborah Regina Serrano
- Departamento de Parasitologia, Instituto de Biologia, Universidade Estadual de Campinas, SP, Brazil
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Dokić M. [Visceral leishmaniasis: pathogenic basis of clinical variation]. VOJNOSANIT PREGL 2003; 60:471-8. [PMID: 12958807 DOI: 10.2298/vsp0304471d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Affiliation(s)
- Milomir Dokić
- Vojnomedicinska akademija, Klinika za infektivne i tropske bolesti, Beograd
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Moyer BR, Drown DM, Clayton DH. Low humidity reduces ectoparasite pressure: implications for host life history evolution. OIKOS 2002. [DOI: 10.1034/j.1600-0706.2002.970208.x] [Citation(s) in RCA: 122] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Abstract
'Immunoepidemiology' combines individual- and population-oriented approaches to create new perspectives. It examines how inter-individual differences in immune responses affect the population dynamics of micro- and macro-parasites to produce the epidemiological patterns of infection observed in heterogeneous host populations. Here, I discuss how research has only just begun to tap the potential of this integrative discipline that incorporates immunology, parasitology, genetics, epidemiology, ecology, mathematical modelling and statistics.
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Affiliation(s)
- B Hellriegel
- Zoological Museum, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland.
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Zanotti-Magalhães EM, Magalhães LA, de Carcalho JF. [Relationship between pathogenicity of Schistosoma mansoni in mice and the susceptibility of the vector mollusk. IV--Infectiousness of miracidia]. Rev Saude Publica 1997; 31:488-94. [PMID: 9629726 DOI: 10.1590/s0034-89101997000600007] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVE The infection ability of miracidia of BH and SJ strains of S. mansoni, obtained from mice infected with cercariae taken from Biomphalaria glabrata and Biomphalaria tenagophila, genetically selected for susceptibility is compared with the infection ability of miracidia obtained from mice infected with larvae from non-selected mollusks. MATERIAL AND METHOD Progeny of S. mansoni resulting from successive infections of selected mollusk sproduced various generations of selected miracidia. Selection of B. glabrata and B. tengophila was carried out by autofertilization of mollusks susceptible to the BH and SJ strains of S. mansoni. Five generations of mollusks (from parental down to F4), were used in the experiment. Tests for the infectiousness of the miracidia used 10 larvae: susceptibility was checked starting on day 30 after infection, for 90 days, through observation for the presence of cercariae. RESULTS The results showed that susceptibility of the selected mollusks in the face of the respective sympatric strains was not altered by the selection process of S. mansoni. However F4 miracidia of the BH strain were more infectant for non-selected B. glabrate than parental miracidia of the same strain. Miracidia of BH and SJ strains, parental generation, and BH strain, F3 generation, showed the same infectiousness in selected B. glabrata. Nevertheless, these mollusks had distinct infection rates from allopatric selected miracidia (SJ strain, F4 generation). The generation of successive infections of S. mansoni SJ in selected B. tenagophila resulted in the adaptation of the worm strain to the species of mollusk. B. tenagophila was never susceptible to the BH strain, even when selected mollusks and trematodes were employed. The susceptibility/infectiousness of the pair B. tenagophila-SJ S. mansoni strain was only changed by the selection process of the mollusks. CONCLUSION As non-selected B. glabrata were more intensively infected by selected BH miracidia than by non-selected BH miracidia, one is led to surmise that the greater pathogenicity of S. mansoni from susceptible mollusks implies the greater infection ability of these miracidia.
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Affiliation(s)
- E M Zanotti-Magalhães
- Departamento de Parasitologia do Instituto de Biologia da Universidade Estadual de Campinas, Brasil.
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Müller-Graf CD, Collins DA, Woolhouse ME. Intestinal parasite burden in five troops of olive baboons (Papio cynocephalus anubis) in Gombe Stream National Park, Tanzania. Parasitology 1996; 112 ( Pt 5):489-97. [PMID: 8677138 DOI: 10.1017/s0031182000076952] [Citation(s) in RCA: 67] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
A cross-sectional parasitological study of a population of wild olive baboons (Papio cynocephalus anubis), consisting of 5 troops, was conducted in Gombe Stream National Park. Baboons were individually recognizable. Information on age, sex, troop membership, reproductive status, social rank and life-history of each individual baboon could be related to parasite infection. Seven helminth taxa and 2 protozoan taxa were found. All baboons were parasitized by at least 1 taxon. Distributions of helminths were aggregated among hosts. There were significant differences among troops in the prevalence of all but 2 of the recorded helminths. Age had a significant impact on the prevalence and intensity of Strongyloides sp. No significant effect of sex on the prevalence of infection could be detected. There was some indication that female reproductive status was related to Trichuris egg output. In contrast to a previous study, no significant correlations between parasite infection and social rank could be found. Troop membership constituted the predominant factor contributing to heterogeneity of prevalence of infection. This suggests that spatial location and/or genetics may be important in determining levels of parasite infection.
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Randolph SE, Nuttall PA. Nearly right or precisely wrong? Natural versus laboratory studies of vector-borne diseases. ACTA ACUST UNITED AC 1994; 10:458-62. [PMID: 15275510 DOI: 10.1016/0169-4758(94)90154-6] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Recent studies that compare experimental vector-borne disease systems incorporating elements of natural pathogen-vector-host interactions with model systems using unnatural associations have highlighted quantitative, and even qualitative, differences in the results. Here, Sarah Randolph and Pat Nuttall argue that the use of mathematical models to explore epidemiological processes and patterns depends on accurate parameter values obtained from natural systems.
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Affiliation(s)
- S E Randolph
- Department of Zoology, South Parks Road, Oxford, UK OX1 3PS
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