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Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic

Quantitative knowledge about which natural and anthropogenic factors influence the global spread of plague remains sparse. We estimated the worldwide spreading velocity of plague during the Third Pandemic, using more than 200 years of extensive human plague case records and genomic data, and analyze...

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Autores principales: Xu, Lei, Stige, Leif C., Leirs, Herwig, Neerinckx, Simon, Gage, Kenneth L., Yang, Ruifu, Liu, Qiyong, Bramanti, Barbara, Dean, Katharine R., Tang, Hui, Sun, Zhe, Stenseth, Nils Chr., Zhang, Zhibin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6584904/
https://www.ncbi.nlm.nih.gov/pubmed/31138696
http://dx.doi.org/10.1073/pnas.1901366116
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author Xu, Lei
Stige, Leif C.
Leirs, Herwig
Neerinckx, Simon
Gage, Kenneth L.
Yang, Ruifu
Liu, Qiyong
Bramanti, Barbara
Dean, Katharine R.
Tang, Hui
Sun, Zhe
Stenseth, Nils Chr.
Zhang, Zhibin
author_facet Xu, Lei
Stige, Leif C.
Leirs, Herwig
Neerinckx, Simon
Gage, Kenneth L.
Yang, Ruifu
Liu, Qiyong
Bramanti, Barbara
Dean, Katharine R.
Tang, Hui
Sun, Zhe
Stenseth, Nils Chr.
Zhang, Zhibin
author_sort Xu, Lei
collection PubMed
description Quantitative knowledge about which natural and anthropogenic factors influence the global spread of plague remains sparse. We estimated the worldwide spreading velocity of plague during the Third Pandemic, using more than 200 years of extensive human plague case records and genomic data, and analyzed the association of spatiotemporal environmental factors with spreading velocity. Here, we show that two lineages, 2.MED and 1.ORI3, spread significantly faster than others, possibly reflecting differences among strains in transmission mechanisms and virulence. Plague spread fastest in regions with low population density and high proportion of pasture- or forestland, findings that should be taken into account for effective plague monitoring and control. Temperature exhibited a nonlinear, U-shaped association with spread speed, with a minimum around 20 °C, while precipitation showed a positive association. Our results suggest that global warming may accelerate plague spread in warm, tropical regions and that the projected increased precipitation in the Northern Hemisphere may increase plague spread in relevant regions.
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spelling pubmed-65849042019-06-26 Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic Xu, Lei Stige, Leif C. Leirs, Herwig Neerinckx, Simon Gage, Kenneth L. Yang, Ruifu Liu, Qiyong Bramanti, Barbara Dean, Katharine R. Tang, Hui Sun, Zhe Stenseth, Nils Chr. Zhang, Zhibin Proc Natl Acad Sci U S A Biological Sciences Quantitative knowledge about which natural and anthropogenic factors influence the global spread of plague remains sparse. We estimated the worldwide spreading velocity of plague during the Third Pandemic, using more than 200 years of extensive human plague case records and genomic data, and analyzed the association of spatiotemporal environmental factors with spreading velocity. Here, we show that two lineages, 2.MED and 1.ORI3, spread significantly faster than others, possibly reflecting differences among strains in transmission mechanisms and virulence. Plague spread fastest in regions with low population density and high proportion of pasture- or forestland, findings that should be taken into account for effective plague monitoring and control. Temperature exhibited a nonlinear, U-shaped association with spread speed, with a minimum around 20 °C, while precipitation showed a positive association. Our results suggest that global warming may accelerate plague spread in warm, tropical regions and that the projected increased precipitation in the Northern Hemisphere may increase plague spread in relevant regions. National Academy of Sciences 2019-06-11 2019-05-28 /pmc/articles/PMC6584904/ /pubmed/31138696 http://dx.doi.org/10.1073/pnas.1901366116 Text en Copyright © 2019 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Xu, Lei
Stige, Leif C.
Leirs, Herwig
Neerinckx, Simon
Gage, Kenneth L.
Yang, Ruifu
Liu, Qiyong
Bramanti, Barbara
Dean, Katharine R.
Tang, Hui
Sun, Zhe
Stenseth, Nils Chr.
Zhang, Zhibin
Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic
title Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic
title_full Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic
title_fullStr Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic
title_full_unstemmed Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic
title_short Historical and genomic data reveal the influencing factors on global transmission velocity of plague during the Third Pandemic
title_sort historical and genomic data reveal the influencing factors on global transmission velocity of plague during the third pandemic
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6584904/
https://www.ncbi.nlm.nih.gov/pubmed/31138696
http://dx.doi.org/10.1073/pnas.1901366116
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