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Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems

1. Understanding pathogen transmission is crucial for predicting and managing disease. Nonetheless, experimental comparisons of alternative functional forms of transmission remain rare, and those experiments that are conducted are often not designed to test the full range of possible forms. 2. To di...

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Autores principales: Orlofske, Sarah A., Flaxman, Samuel M., Joseph, Maxwell B., Fenton, Andy, Melbourne, Brett A., Johnson, Pieter T. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6849515/
https://www.ncbi.nlm.nih.gov/pubmed/29111599
http://dx.doi.org/10.1111/1365-2656.12783
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author Orlofske, Sarah A.
Flaxman, Samuel M.
Joseph, Maxwell B.
Fenton, Andy
Melbourne, Brett A.
Johnson, Pieter T. J.
author_facet Orlofske, Sarah A.
Flaxman, Samuel M.
Joseph, Maxwell B.
Fenton, Andy
Melbourne, Brett A.
Johnson, Pieter T. J.
author_sort Orlofske, Sarah A.
collection PubMed
description 1. Understanding pathogen transmission is crucial for predicting and managing disease. Nonetheless, experimental comparisons of alternative functional forms of transmission remain rare, and those experiments that are conducted are often not designed to test the full range of possible forms. 2. To differentiate among 10 candidate transmission functions, we used a novel experimental design in which we independently varied four factors—duration of exposure, numbers of parasites, numbers of hosts and parasite density—in laboratory infection experiments. 3. We used interactions between amphibian hosts and trematode parasites as a model system and all candidate models incorporated parasite depletion. An additional manipulation involving anaesthesia addressed the effects of host behaviour on transmission form. 4. Across all experiments, nonlinear transmission forms involving either a power law or a negative binomial function were the best‐fitting models and consistently outperformed the linear density‐dependent and density‐independent functions. By testing previously published data for two other host–macroparasite systems, we also found support for the same nonlinear transmission forms. 5. Although manipulations of parasite density are common in transmission studies, the comprehensive set of variables tested in our experiments revealed that variation in density alone was least likely to differentiate among competing transmission functions. Across host–pathogen systems, nonlinear functions may often more accurately represent transmission dynamics and thus provide more realistic predictions for infection.
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spelling pubmed-68495152019-11-15 Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems Orlofske, Sarah A. Flaxman, Samuel M. Joseph, Maxwell B. Fenton, Andy Melbourne, Brett A. Johnson, Pieter T. J. J Anim Ecol Parasite and Disease Ecology 1. Understanding pathogen transmission is crucial for predicting and managing disease. Nonetheless, experimental comparisons of alternative functional forms of transmission remain rare, and those experiments that are conducted are often not designed to test the full range of possible forms. 2. To differentiate among 10 candidate transmission functions, we used a novel experimental design in which we independently varied four factors—duration of exposure, numbers of parasites, numbers of hosts and parasite density—in laboratory infection experiments. 3. We used interactions between amphibian hosts and trematode parasites as a model system and all candidate models incorporated parasite depletion. An additional manipulation involving anaesthesia addressed the effects of host behaviour on transmission form. 4. Across all experiments, nonlinear transmission forms involving either a power law or a negative binomial function were the best‐fitting models and consistently outperformed the linear density‐dependent and density‐independent functions. By testing previously published data for two other host–macroparasite systems, we also found support for the same nonlinear transmission forms. 5. Although manipulations of parasite density are common in transmission studies, the comprehensive set of variables tested in our experiments revealed that variation in density alone was least likely to differentiate among competing transmission functions. Across host–pathogen systems, nonlinear functions may often more accurately represent transmission dynamics and thus provide more realistic predictions for infection. John Wiley and Sons Inc. 2018-01-04 2018-05 /pmc/articles/PMC6849515/ /pubmed/29111599 http://dx.doi.org/10.1111/1365-2656.12783 Text en © 2017 The Authors. Journal of Animal Ecology published by John Wiley & Sons Ltd on behalf of British Ecological Society. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Parasite and Disease Ecology
Orlofske, Sarah A.
Flaxman, Samuel M.
Joseph, Maxwell B.
Fenton, Andy
Melbourne, Brett A.
Johnson, Pieter T. J.
Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems
title Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems
title_full Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems
title_fullStr Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems
title_full_unstemmed Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems
title_short Experimental investigation of alternative transmission functions: Quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems
title_sort experimental investigation of alternative transmission functions: quantitative evidence for the importance of nonlinear transmission dynamics in host–parasite systems
topic Parasite and Disease Ecology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6849515/
https://www.ncbi.nlm.nih.gov/pubmed/29111599
http://dx.doi.org/10.1111/1365-2656.12783
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