Cargando…
Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography
The repeated emergence of new genetic variants of PRRSV-2, the virus that causes porcine reproductive and respiratory syndrome (PRRS), reflects its rapid evolution and the failure of previous control efforts. Understanding spatiotemporal heterogeneity in variant emergence and spread is critical for...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222675/ https://www.ncbi.nlm.nih.gov/pubmed/37242410 http://dx.doi.org/10.3390/pathogens12050740 |
_version_ | 1785049755666087936 |
---|---|
author | Pamornchainavakul, Nakarin Paploski, Igor A. D. Makau, Dennis N. Kikuti, Mariana Rovira, Albert Lycett, Samantha Corzo, Cesar A. VanderWaal, Kimberly |
author_facet | Pamornchainavakul, Nakarin Paploski, Igor A. D. Makau, Dennis N. Kikuti, Mariana Rovira, Albert Lycett, Samantha Corzo, Cesar A. VanderWaal, Kimberly |
author_sort | Pamornchainavakul, Nakarin |
collection | PubMed |
description | The repeated emergence of new genetic variants of PRRSV-2, the virus that causes porcine reproductive and respiratory syndrome (PRRS), reflects its rapid evolution and the failure of previous control efforts. Understanding spatiotemporal heterogeneity in variant emergence and spread is critical for future outbreak prevention. Here, we investigate how the pace of evolution varies across time and space, identify the origins of sub-lineage emergence, and map the patterns of the inter-regional spread of PRRSV-2 Lineage 1 (L1)—the current dominant lineage in the U.S. We performed comparative phylogeographic analyses on subsets of 19,395 viral ORF5 sequences collected across the U.S. and Canada between 1991 and 2021. The discrete trait analysis of multiple spatiotemporally stratified sampled sets (n = 500 each) was used to infer the ancestral geographic region and dispersion of each sub-lineage. The robustness of the results was compared to that of other modeling methods and subsampling strategies. Generally, the spatial spread and population dynamics varied across sub-lineages, time, and space. The Upper Midwest was a main spreading hotspot for multiple sub-lineages, e.g., L1C and L1F, though one of the most recent emergence events (L1A(2)) spread outwards from the east. An understanding of historical patterns of emergence and spread can be used to strategize disease control and the containment of emerging variants. |
format | Online Article Text |
id | pubmed-10222675 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102226752023-05-28 Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography Pamornchainavakul, Nakarin Paploski, Igor A. D. Makau, Dennis N. Kikuti, Mariana Rovira, Albert Lycett, Samantha Corzo, Cesar A. VanderWaal, Kimberly Pathogens Article The repeated emergence of new genetic variants of PRRSV-2, the virus that causes porcine reproductive and respiratory syndrome (PRRS), reflects its rapid evolution and the failure of previous control efforts. Understanding spatiotemporal heterogeneity in variant emergence and spread is critical for future outbreak prevention. Here, we investigate how the pace of evolution varies across time and space, identify the origins of sub-lineage emergence, and map the patterns of the inter-regional spread of PRRSV-2 Lineage 1 (L1)—the current dominant lineage in the U.S. We performed comparative phylogeographic analyses on subsets of 19,395 viral ORF5 sequences collected across the U.S. and Canada between 1991 and 2021. The discrete trait analysis of multiple spatiotemporally stratified sampled sets (n = 500 each) was used to infer the ancestral geographic region and dispersion of each sub-lineage. The robustness of the results was compared to that of other modeling methods and subsampling strategies. Generally, the spatial spread and population dynamics varied across sub-lineages, time, and space. The Upper Midwest was a main spreading hotspot for multiple sub-lineages, e.g., L1C and L1F, though one of the most recent emergence events (L1A(2)) spread outwards from the east. An understanding of historical patterns of emergence and spread can be used to strategize disease control and the containment of emerging variants. MDPI 2023-05-20 /pmc/articles/PMC10222675/ /pubmed/37242410 http://dx.doi.org/10.3390/pathogens12050740 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pamornchainavakul, Nakarin Paploski, Igor A. D. Makau, Dennis N. Kikuti, Mariana Rovira, Albert Lycett, Samantha Corzo, Cesar A. VanderWaal, Kimberly Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography |
title | Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography |
title_full | Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography |
title_fullStr | Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography |
title_full_unstemmed | Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography |
title_short | Mapping the Dynamics of Contemporary PRRSV-2 Evolution and Its Emergence and Spreading Hotspots in the U.S. Using Phylogeography |
title_sort | mapping the dynamics of contemporary prrsv-2 evolution and its emergence and spreading hotspots in the u.s. using phylogeography |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222675/ https://www.ncbi.nlm.nih.gov/pubmed/37242410 http://dx.doi.org/10.3390/pathogens12050740 |
work_keys_str_mv | AT pamornchainavakulnakarin mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography AT paploskiigorad mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography AT makaudennisn mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography AT kikutimariana mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography AT roviraalbert mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography AT lycettsamantha mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography AT corzocesara mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography AT vanderwaalkimberly mappingthedynamicsofcontemporaryprrsv2evolutionanditsemergenceandspreadinghotspotsintheususingphylogeography |