Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021.

Beginning December 2016, sylvatic yellow fever (YF) outbreaks spread into southeastern Brazil, and Minas Gerais state experienced two sylvatic YF waves (2017 and 2018). Following these massive YF waves, we screened 187 free-living non-human primate (NHPs) carcasses collected throughout the state bet...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Natália Ingrid Oliveira Silva, Gregory F Albery, Matheus Soares Arruda, Gabriela Fernanda Garcia Oliveira, Thaís Alkifeles Costa, Érica Munhoz de Mello, Gabriel Dias Moreira, Erik Vinícius Reis, Simone Agostinho da Silva, Marlise Costa Silva, Munique Guimarães de Almeida, Daniel J Becker, Colin J Carlson, Nikos Vasilakis, Kathryn A Hanley, Betânia Paiva Drumond
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2023
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0011407
https://doaj.org/article/cebcded0b3784e148e9f5b05b9bf2b82
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spelling ftdoajarticles:oai:doaj.org/article:cebcded0b3784e148e9f5b05b9bf2b82 2024-09-09T19:28:09+00:00 Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021. Natália Ingrid Oliveira Silva Gregory F Albery Matheus Soares Arruda Gabriela Fernanda Garcia Oliveira Thaís Alkifeles Costa Érica Munhoz de Mello Gabriel Dias Moreira Erik Vinícius Reis Simone Agostinho da Silva Marlise Costa Silva Munique Guimarães de Almeida Daniel J Becker Colin J Carlson Nikos Vasilakis Kathryn A Hanley Betânia Paiva Drumond 2023-06-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0011407 https://doaj.org/article/cebcded0b3784e148e9f5b05b9bf2b82 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0011407 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0011407 https://doaj.org/article/cebcded0b3784e148e9f5b05b9bf2b82 PLoS Neglected Tropical Diseases, Vol 17, Iss 6, p e0011407 (2023) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2023 ftdoajarticles https://doi.org/10.1371/journal.pntd.0011407 2024-08-05T17:49:21Z Beginning December 2016, sylvatic yellow fever (YF) outbreaks spread into southeastern Brazil, and Minas Gerais state experienced two sylvatic YF waves (2017 and 2018). Following these massive YF waves, we screened 187 free-living non-human primate (NHPs) carcasses collected throughout the state between January 2019 and June 2021 for YF virus (YFV) using RTqPCR. One sample belonging to a Callithrix, collected in June 2020, was positive for YFV. The viral strain belonged to the same lineage associated with 2017-2018 outbreaks, showing the continued enzootic circulation of YFV in the state. Next, using data from 781 NHPs carcasses collected in 2017-18, we used generalized additive mixed models (GAMMs) to identify the spatiotemporal and host-level drivers of YFV infection and intensity (an estimation of genomic viral load in the liver of infected NHP). Our GAMMs explained 65% and 68% of variation in virus infection and intensity, respectively, and uncovered strong temporal and spatial patterns for YFV infection and intensity. NHP infection was higher in the eastern part of Minas Gerais state, where 2017-2018 outbreaks affecting humans and NHPs were concentrated. The odds of YFV infection were significantly lower in NHPs from urban areas than from urban-rural or rural areas, while infection intensity was significantly lower in NHPs from urban areas or the urban-rural interface relative to rural areas. Both YFV infection and intensity were higher during the warm/rainy season compared to the cold/dry season. The higher YFV intensity in NHPs in warm/rainy periods could be a result of higher exposure to vectors and/or higher virus titers in vectors during this time resulting in the delivery of a higher virus dose and higher viral replication levels within NHPs. Further studies are needed to better test this hypothesis and further compare the dynamics of YFV enzootic cycles between different seasons. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 17 6 e0011407
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Natália Ingrid Oliveira Silva
Gregory F Albery
Matheus Soares Arruda
Gabriela Fernanda Garcia Oliveira
Thaís Alkifeles Costa
Érica Munhoz de Mello
Gabriel Dias Moreira
Erik Vinícius Reis
Simone Agostinho da Silva
Marlise Costa Silva
Munique Guimarães de Almeida
Daniel J Becker
Colin J Carlson
Nikos Vasilakis
Kathryn A Hanley
Betânia Paiva Drumond
Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Beginning December 2016, sylvatic yellow fever (YF) outbreaks spread into southeastern Brazil, and Minas Gerais state experienced two sylvatic YF waves (2017 and 2018). Following these massive YF waves, we screened 187 free-living non-human primate (NHPs) carcasses collected throughout the state between January 2019 and June 2021 for YF virus (YFV) using RTqPCR. One sample belonging to a Callithrix, collected in June 2020, was positive for YFV. The viral strain belonged to the same lineage associated with 2017-2018 outbreaks, showing the continued enzootic circulation of YFV in the state. Next, using data from 781 NHPs carcasses collected in 2017-18, we used generalized additive mixed models (GAMMs) to identify the spatiotemporal and host-level drivers of YFV infection and intensity (an estimation of genomic viral load in the liver of infected NHP). Our GAMMs explained 65% and 68% of variation in virus infection and intensity, respectively, and uncovered strong temporal and spatial patterns for YFV infection and intensity. NHP infection was higher in the eastern part of Minas Gerais state, where 2017-2018 outbreaks affecting humans and NHPs were concentrated. The odds of YFV infection were significantly lower in NHPs from urban areas than from urban-rural or rural areas, while infection intensity was significantly lower in NHPs from urban areas or the urban-rural interface relative to rural areas. Both YFV infection and intensity were higher during the warm/rainy season compared to the cold/dry season. The higher YFV intensity in NHPs in warm/rainy periods could be a result of higher exposure to vectors and/or higher virus titers in vectors during this time resulting in the delivery of a higher virus dose and higher viral replication levels within NHPs. Further studies are needed to better test this hypothesis and further compare the dynamics of YFV enzootic cycles between different seasons.
format Article in Journal/Newspaper
author Natália Ingrid Oliveira Silva
Gregory F Albery
Matheus Soares Arruda
Gabriela Fernanda Garcia Oliveira
Thaís Alkifeles Costa
Érica Munhoz de Mello
Gabriel Dias Moreira
Erik Vinícius Reis
Simone Agostinho da Silva
Marlise Costa Silva
Munique Guimarães de Almeida
Daniel J Becker
Colin J Carlson
Nikos Vasilakis
Kathryn A Hanley
Betânia Paiva Drumond
author_facet Natália Ingrid Oliveira Silva
Gregory F Albery
Matheus Soares Arruda
Gabriela Fernanda Garcia Oliveira
Thaís Alkifeles Costa
Érica Munhoz de Mello
Gabriel Dias Moreira
Erik Vinícius Reis
Simone Agostinho da Silva
Marlise Costa Silva
Munique Guimarães de Almeida
Daniel J Becker
Colin J Carlson
Nikos Vasilakis
Kathryn A Hanley
Betânia Paiva Drumond
author_sort Natália Ingrid Oliveira Silva
title Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021.
title_short Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021.
title_full Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021.
title_fullStr Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021.
title_full_unstemmed Ecological drivers of sustained enzootic yellow fever virus transmission in Brazil, 2017-2021.
title_sort ecological drivers of sustained enzootic yellow fever virus transmission in brazil, 2017-2021.
publisher Public Library of Science (PLoS)
publishDate 2023
url https://doi.org/10.1371/journal.pntd.0011407
https://doaj.org/article/cebcded0b3784e148e9f5b05b9bf2b82
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 17, Iss 6, p e0011407 (2023)
op_relation https://doi.org/10.1371/journal.pntd.0011407
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0011407
https://doaj.org/article/cebcded0b3784e148e9f5b05b9bf2b82
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container_title PLOS Neglected Tropical Diseases
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