Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.

Detalhes bibliográficos
Autor(a) principal: MACEDO, R.
Data de Publicação: 2017
Outros Autores: SALES, L. P., YOSHIDA, F., SILVA-ABUD, L. L., LOBO JUNIOR, M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320
Resumo: Root rots are a constraint for staple food crops and a long-lasting food security problem worldwide. In common beans, yield losses originating from root damage are frequently attributed to dry root rot, a disease caused by the Fusarium solani species complex. The aim of this study was to model the current potential distribution of common bean dry root rot on a global scale and to project changes based on future expectations of climate change. Our approach used a spatial proxy of the field disease occurrence, instead of solely the pathogen distribution. We modeled the pathogen environmental requirements in locations where in-situ inoculum density seems ideal for disease manifestation. A dataset of 2,311 soil samples from commercial farms assessed from 2002 to 2015 allowed us to evaluate the environmental conditions associated with the pathogen's optimum inoculum density for disease occurrence, using a lower threshold as a spatial proxy. We encompassed not only the optimal conditions for disease occurrence but also the optimal pathogen's density required for host infection. An intermediate inoculum density of the pathogen was the best disease proxy, suggesting density-dependent mechanisms on host infection. We found a strong convergence on the environmental requirements of both the host and the disease development in tropical areas, mostly in Brazil, Central America, and African countries. Precipitation and temperature variables were important for explaining the disease occurrence (from 17.63% to 43.84%). Climate change will probably move the disease toward cooler regions, which in Brazil are more representative of small-scale farming, although an overall shrink in total area (from 48% to 49% in 2050 and 26% to 41% in 2070) was also predicted. Understanding pathogen distribution and disease risks in an evolutionary context will therefore support breeding for resistance programs and strategies for dry root rot management in common beans.
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spelling Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.FeijãoDoença de plantaFusarium solaniPhaseolus vulgarisRoot rots are a constraint for staple food crops and a long-lasting food security problem worldwide. In common beans, yield losses originating from root damage are frequently attributed to dry root rot, a disease caused by the Fusarium solani species complex. The aim of this study was to model the current potential distribution of common bean dry root rot on a global scale and to project changes based on future expectations of climate change. Our approach used a spatial proxy of the field disease occurrence, instead of solely the pathogen distribution. We modeled the pathogen environmental requirements in locations where in-situ inoculum density seems ideal for disease manifestation. A dataset of 2,311 soil samples from commercial farms assessed from 2002 to 2015 allowed us to evaluate the environmental conditions associated with the pathogen's optimum inoculum density for disease occurrence, using a lower threshold as a spatial proxy. We encompassed not only the optimal conditions for disease occurrence but also the optimal pathogen's density required for host infection. An intermediate inoculum density of the pathogen was the best disease proxy, suggesting density-dependent mechanisms on host infection. We found a strong convergence on the environmental requirements of both the host and the disease development in tropical areas, mostly in Brazil, Central America, and African countries. Precipitation and temperature variables were important for explaining the disease occurrence (from 17.63% to 43.84%). Climate change will probably move the disease toward cooler regions, which in Brazil are more representative of small-scale farming, although an overall shrink in total area (from 48% to 49% in 2050 and 26% to 41% in 2070) was also predicted. Understanding pathogen distribution and disease risks in an evolutionary context will therefore support breeding for resistance programs and strategies for dry root rot management in common beans.RENAM MACEDO, UNIVERSIDADE FEDERAL DE GOIÁS; LILIAN PATRÍCIA SALES, UNIVERSIDADE FEDERAL DE GOIÁS; FERNANDA YOSHIDA, UNIVERSIDADE FEDERAL DE GOIÁS; LIDIANNE LEMES SILVA-ABUD, UNIVERSIDADE FEDERAL DE GOIÁS; MURILLO LOBO JUNIOR, CNPAF.MACEDO, R.SALES, L. P.YOSHIDA, F.SILVA-ABUD, L. L.LOBO JUNIOR, M.2017-12-26T23:24:07Z2017-12-26T23:24:07Z2017-12-2120172018-03-23T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlePlos One, v. 12, n. 11, e0187770, Nov. 2017.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320doi.org/10.1371/journal.pone.0187770enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2017-12-26T23:24:14Zoai:www.alice.cnptia.embrapa.br:doc/1083320Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-12-26T23:24:14falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-12-26T23:24:14Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
title Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
spellingShingle Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
MACEDO, R.
Feijão
Doença de planta
Fusarium solani
Phaseolus vulgaris
title_short Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
title_full Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
title_fullStr Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
title_full_unstemmed Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
title_sort Potential worldwide distribution of Fusarium dry root rot in common beans based on the optimal environment for disease occurrence.
author MACEDO, R.
author_facet MACEDO, R.
SALES, L. P.
YOSHIDA, F.
SILVA-ABUD, L. L.
LOBO JUNIOR, M.
author_role author
author2 SALES, L. P.
YOSHIDA, F.
SILVA-ABUD, L. L.
LOBO JUNIOR, M.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv RENAM MACEDO, UNIVERSIDADE FEDERAL DE GOIÁS; LILIAN PATRÍCIA SALES, UNIVERSIDADE FEDERAL DE GOIÁS; FERNANDA YOSHIDA, UNIVERSIDADE FEDERAL DE GOIÁS; LIDIANNE LEMES SILVA-ABUD, UNIVERSIDADE FEDERAL DE GOIÁS; MURILLO LOBO JUNIOR, CNPAF.
dc.contributor.author.fl_str_mv MACEDO, R.
SALES, L. P.
YOSHIDA, F.
SILVA-ABUD, L. L.
LOBO JUNIOR, M.
dc.subject.por.fl_str_mv Feijão
Doença de planta
Fusarium solani
Phaseolus vulgaris
topic Feijão
Doença de planta
Fusarium solani
Phaseolus vulgaris
description Root rots are a constraint for staple food crops and a long-lasting food security problem worldwide. In common beans, yield losses originating from root damage are frequently attributed to dry root rot, a disease caused by the Fusarium solani species complex. The aim of this study was to model the current potential distribution of common bean dry root rot on a global scale and to project changes based on future expectations of climate change. Our approach used a spatial proxy of the field disease occurrence, instead of solely the pathogen distribution. We modeled the pathogen environmental requirements in locations where in-situ inoculum density seems ideal for disease manifestation. A dataset of 2,311 soil samples from commercial farms assessed from 2002 to 2015 allowed us to evaluate the environmental conditions associated with the pathogen's optimum inoculum density for disease occurrence, using a lower threshold as a spatial proxy. We encompassed not only the optimal conditions for disease occurrence but also the optimal pathogen's density required for host infection. An intermediate inoculum density of the pathogen was the best disease proxy, suggesting density-dependent mechanisms on host infection. We found a strong convergence on the environmental requirements of both the host and the disease development in tropical areas, mostly in Brazil, Central America, and African countries. Precipitation and temperature variables were important for explaining the disease occurrence (from 17.63% to 43.84%). Climate change will probably move the disease toward cooler regions, which in Brazil are more representative of small-scale farming, although an overall shrink in total area (from 48% to 49% in 2050 and 26% to 41% in 2070) was also predicted. Understanding pathogen distribution and disease risks in an evolutionary context will therefore support breeding for resistance programs and strategies for dry root rot management in common beans.
publishDate 2017
dc.date.none.fl_str_mv 2017-12-26T23:24:07Z
2017-12-26T23:24:07Z
2017-12-21
2017
2018-03-23T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Plos One, v. 12, n. 11, e0187770, Nov. 2017.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320
doi.org/10.1371/journal.pone.0187770
identifier_str_mv Plos One, v. 12, n. 11, e0187770, Nov. 2017.
doi.org/10.1371/journal.pone.0187770
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1083320
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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