Global predictions for the risk of establishment of Pierce's disease of grapevines
The vector-borne bacterium Xylella fastidiosa is responsible for Pierce's disease (PD), a lethal grapevine disease that originated in the Americas. The international plant trade is expanding the geographic range of this pathogen, posing a new threat to viticulture worldwide. To assess the potential incidence of PD, we have built a dynamic epidemiological model based on the response of 36 grapevine varieties to the pathogen in inoculation assays and on the vectors' distribution when this information is available. Key temperature-driven epidemiological processes, such as PD symptom development and recovery, are mechanistically modelled. Integrating into the model high-resolution spatiotemporal climatic data from 1981 onward and different infectivity (R0) scenarios, we show how the main wine-producing areas thrive mostly in non-risk, transient, or epidemic-risk zones with potentially low growth rates in PD incidence. Epidemic-risk zones with moderate to high growth rates are currently marginal outside the US. However, a global expansion of epidemic-risk zones coupled with small increments in the disease growth rate is projected for 2050. Our study globally downscales the risk of PD establishment while highlighting the importance of considering climate variability, vector distribution, and an invasive criterion as factors to obtain better PD risk maps.
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Springer Nature
2022-12-20
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Online Access: | http://hdl.handle.net/10261/305247 http://dx.doi.org/10.13039/501100004837 http://dx.doi.org/10.13039/501100011033 http://dx.doi.org/10.13039/100012818 http://dx.doi.org/10.13039/501100000780 https://api.elsevier.com/content/abstract/scopus_id/85144252144 |
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The vector-borne bacterium Xylella fastidiosa is responsible for Pierce's disease (PD), a lethal grapevine disease that originated in the Americas. The international plant trade is expanding the geographic range of this pathogen, posing a new threat to viticulture worldwide. To assess the potential incidence of PD, we have built a dynamic epidemiological model based on the response of 36 grapevine varieties to the pathogen in inoculation assays and on the vectors' distribution when this information is available. Key temperature-driven epidemiological processes, such as PD symptom development and recovery, are mechanistically modelled. Integrating into the model high-resolution spatiotemporal climatic data from 1981 onward and different infectivity (R0) scenarios, we show how the main wine-producing areas thrive mostly in non-risk, transient, or epidemic-risk zones with potentially low growth rates in PD incidence. Epidemic-risk zones with moderate to high growth rates are currently marginal outside the US. However, a global expansion of epidemic-risk zones coupled with small increments in the disease growth rate is projected for 2050. Our study globally downscales the risk of PD establishment while highlighting the importance of considering climate variability, vector distribution, and an invasive criterion as factors to obtain better PD risk maps. |
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Govern de les Illes Balears |
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Govern de les Illes Balears Giménez-Romero, Alex Galván Fraile, Javier Montesinos, Marina Bauzà, Joan Godefroid, Martín Fereres, Alberto Ramasco, José J. Matías, Manuel A. Moralejo, Eduardo |
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Giménez-Romero, Alex Galván Fraile, Javier Montesinos, Marina Bauzà, Joan Godefroid, Martín Fereres, Alberto Ramasco, José J. Matías, Manuel A. Moralejo, Eduardo |
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Giménez-Romero, Alex Galván Fraile, Javier Montesinos, Marina Bauzà, Joan Godefroid, Martín Fereres, Alberto Ramasco, José J. Matías, Manuel A. Moralejo, Eduardo Global predictions for the risk of establishment of Pierce's disease of grapevines |
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Giménez-Romero, Alex |
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Global predictions for the risk of establishment of Pierce's disease of grapevines |
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Global predictions for the risk of establishment of Pierce's disease of grapevines |
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Global predictions for the risk of establishment of Pierce's disease of grapevines |
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Global predictions for the risk of establishment of Pierce's disease of grapevines |
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Global predictions for the risk of establishment of Pierce's disease of grapevines |
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global predictions for the risk of establishment of pierce's disease of grapevines |
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Springer Nature |
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2022-12-20 |
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http://hdl.handle.net/10261/305247 http://dx.doi.org/10.13039/501100004837 http://dx.doi.org/10.13039/501100011033 http://dx.doi.org/10.13039/100012818 http://dx.doi.org/10.13039/501100000780 https://api.elsevier.com/content/abstract/scopus_id/85144252144 |
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dig-ica-es-10261-3052472024-10-26T20:40:18Z Global predictions for the risk of establishment of Pierce's disease of grapevines Giménez-Romero, Alex Galván Fraile, Javier Montesinos, Marina Bauzà, Joan Godefroid, Martín Fereres, Alberto Ramasco, José J. Matías, Manuel A. Moralejo, Eduardo Govern de les Illes Balears Ministerio de Ciencia e Innovación (España) European Commission Agencia Estatal de Investigación (España) Comunidad de Madrid Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72] The vector-borne bacterium Xylella fastidiosa is responsible for Pierce's disease (PD), a lethal grapevine disease that originated in the Americas. The international plant trade is expanding the geographic range of this pathogen, posing a new threat to viticulture worldwide. To assess the potential incidence of PD, we have built a dynamic epidemiological model based on the response of 36 grapevine varieties to the pathogen in inoculation assays and on the vectors' distribution when this information is available. Key temperature-driven epidemiological processes, such as PD symptom development and recovery, are mechanistically modelled. Integrating into the model high-resolution spatiotemporal climatic data from 1981 onward and different infectivity (R0) scenarios, we show how the main wine-producing areas thrive mostly in non-risk, transient, or epidemic-risk zones with potentially low growth rates in PD incidence. Epidemic-risk zones with moderate to high growth rates are currently marginal outside the US. However, a global expansion of epidemic-risk zones coupled with small increments in the disease growth rate is projected for 2050. Our study globally downscales the risk of PD establishment while highlighting the importance of considering climate variability, vector distribution, and an invasive criterion as factors to obtain better PD risk maps. The authors thank the Balearic Islands Official Plant Health Laboratory (LOSVIB) and acknowledge funding from the Spanish Ministry of Science and Innovation through Grants RTI2018-095441-B-C22 (SuMaEco) and PID2021-123723OB-C22 (CYCLE) (A.G.R. and M.A.M.), and RTI2018-093732-B-C22 (PACSS) and PID2021-122256NB-C22 (APASOS) (J.J.R.) all funded by MCIN/AEI/10.13039/501100011033 and by ERDF “A way of making Europe”, MDM-2017-0711 (A.G.R., J.G., J.J.R., and M.A.M.) funded by MCIN/AEI/10.13039/501100011033; The Ministry of Agriculture, Fishery and Food of the Government of the Balearic Islands under Grant (MEPRO 11876/2019). M.G. received the grant Ayudas a la Atracción de Talento Investigador (Ref: 2018-T2/ BIO-1137) funded by la Comunidad de Madrid. Peer reviewed 2023-03-31T10:24:52Z 2023-03-31T10:24:52Z 2022-12-20 artículo http://purl.org/coar/resource_type/c_6501 Communications Biology 5: 1389 (2022) http://hdl.handle.net/10261/305247 10.1038/s42003-022-04358-w 2399-3642 http://dx.doi.org/10.13039/501100004837 http://dx.doi.org/10.13039/501100011033 http://dx.doi.org/10.13039/100012818 http://dx.doi.org/10.13039/501100000780 36539523 2-s2.0-85144252144 https://api.elsevier.com/content/abstract/scopus_id/85144252144 en #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-095441-B-C22/ES/SOSTENIBILIDAD DE ECOSISTEMAS COSTEROS MARINOS EN EL CONTEXTO DEL CAMBIO GLOBAL EN EL MEDITERRANEO: MODELOS Y SIMULACIONES/ info:eu-repo/grantAgreement/AEI//PID2021-123723OB-C22 info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-093732-B-C22/ES/PHYSICS APPROACH TO COMPLEXITY IN SOCIO-TECHNICAL SYSTEMS/ info:eu-repo/grantAgreement/AEI//PID2021-122256NB-C22 info:eu-repo/grantAgreement/MICINN//MDM-2017-0711 Publisher's version Giménez-Romero, Alex; Galván Fraile, Javier; Montesinos, Marina; Bauzà, Joan; Godefroid, Martin; Fereres, Alberto; Ramasco, José J.; Matías, Manuel A.; Moralejo, Eduardo; 2022; Global predictions for the risk of establishment of Pierce’s disease of grapevines [preprint]; BioRxiv; https://doi.org/10.1101/2022.05.20.492796 Giménez-Romero, Alex; Galván Fraile, Javier; Montesinos, Marina; Bauzà, Joan; Godefroid, Martin; Fereres, Alberto; Ramasco, José J.; Matías, Manuel A.; Moralejo, Eduardo; 2022; Supplementary Information for Global predictions for the risk of establishment of Pierce’s disease of grapevines [Dataset]; Springer Nature; https://doi.org/10.1038/s42003-022-04358-w Giménez-Romero, Alex; Galván Fraile, Javier; Montesinos, Marina; Bauzà, Joan; Godefroid, Martin; Fereres, Alberto; Ramasco, José J.; Matías, Manuel A.; Moralejo, Eduardo; 2022; Description of Additional Supplementary Files: Global predictions for the risk of establishment of Pierce's disease of grapevines [Dataset]; Springer Nature; https://doi.org/10.1038/s42003-022-04358-w Giménez-Romero, Alex; 2022; ERA5-Land data analysis [Software]; GitHub; https://github.com/agimenezromero/ERA5-Land-data-analysis Giménez-Romero, Alex; 2022; Global risk predictions for Pierce's disease of grapevines [Software]; GitHub; https://github.com/agimenezromero/PierceDisease-GlobalRisk-Predictions Giménez-Romero, Alex; Galván Fraile, Javier; Montesinos, Marina; Bauzà, Joan; Godefroid, Martín; Fereres, Alberto; Ramasco, José J.; Matías, Manuel A.; Moralejo, Eduardo. Global predictions for the risk of establishment of Pierce’s disease of grapevines. https://doi.org/10.1101/2022.05.20.492796. http://hdl.handle.net/10261/270683 https://doi.org/10.1038/s42003-022-04358-w Sí open application/pdf Springer Nature |