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How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour

Population-scale effects of resistant or tolerant crop varieties have received little consideration from epidemiologists. When growers deploy tolerant crop, population-scale disease pressures are often unaffected. This only benefits growers using tolerant varieties, selfishly decreasing yields for o...

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Detalles Bibliográficos
Autores principales: Murray-Watson, Rachel E., Cunniffe, Nik J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579772/
https://www.ncbi.nlm.nih.gov/pubmed/36259173
http://dx.doi.org/10.1098/rsif.2022.0517
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author Murray-Watson, Rachel E.
Cunniffe, Nik J.
author_facet Murray-Watson, Rachel E.
Cunniffe, Nik J.
author_sort Murray-Watson, Rachel E.
collection PubMed
description Population-scale effects of resistant or tolerant crop varieties have received little consideration from epidemiologists. When growers deploy tolerant crop, population-scale disease pressures are often unaffected. This only benefits growers using tolerant varieties, selfishly decreasing yields for others. However, resistant crop can reduce disease pressure for all. We coupled an epidemiological model with game theory to understand how this affects uptake of control. Each time a grower plants a new crop, they must decide whether to use an improved (i.e. tolerant/resistant) or unimproved variety. This decision is based on strategic-adaptive expectations in our model, with growers comparing last season’s profit with an estimate of what is expected from the alternative crop. Despite the positive feedback loop promoting use of a tolerant variety whenever it is available, a mixed unimproved- and tolerant-crop equilibrium can persist. Tolerant crop can also induce bistability between a scenario in which all growers use tolerant crop and the disease-free equilibrium, where no growers do. However, due to ‘free-riding’ by growers of unimproved crop, resistant crop nearly always exists in a mixed equilibrium. This work highlights how growers respond to contrasting incentives caused by tolerant and resistant varieties, and the distinct effects on yields and population-scale deployment.
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spelling pubmed-95797722022-10-20 How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour Murray-Watson, Rachel E. Cunniffe, Nik J. J R Soc Interface Life Sciences–Mathematics interface Population-scale effects of resistant or tolerant crop varieties have received little consideration from epidemiologists. When growers deploy tolerant crop, population-scale disease pressures are often unaffected. This only benefits growers using tolerant varieties, selfishly decreasing yields for others. However, resistant crop can reduce disease pressure for all. We coupled an epidemiological model with game theory to understand how this affects uptake of control. Each time a grower plants a new crop, they must decide whether to use an improved (i.e. tolerant/resistant) or unimproved variety. This decision is based on strategic-adaptive expectations in our model, with growers comparing last season’s profit with an estimate of what is expected from the alternative crop. Despite the positive feedback loop promoting use of a tolerant variety whenever it is available, a mixed unimproved- and tolerant-crop equilibrium can persist. Tolerant crop can also induce bistability between a scenario in which all growers use tolerant crop and the disease-free equilibrium, where no growers do. However, due to ‘free-riding’ by growers of unimproved crop, resistant crop nearly always exists in a mixed equilibrium. This work highlights how growers respond to contrasting incentives caused by tolerant and resistant varieties, and the distinct effects on yields and population-scale deployment. The Royal Society 2022-10-19 /pmc/articles/PMC9579772/ /pubmed/36259173 http://dx.doi.org/10.1098/rsif.2022.0517 Text en © 2022 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Life Sciences–Mathematics interface
Murray-Watson, Rachel E.
Cunniffe, Nik J.
How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour
title How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour
title_full How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour
title_fullStr How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour
title_full_unstemmed How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour
title_short How the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour
title_sort how the epidemiology of disease-resistant and disease-tolerant varieties affects grower behaviour
topic Life Sciences–Mathematics interface
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579772/
https://www.ncbi.nlm.nih.gov/pubmed/36259173
http://dx.doi.org/10.1098/rsif.2022.0517
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