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Dellicour S, Bastide P, Rocu P, Fargette D, Hardy OJ, Suchard MA, Guindon S, Lemey P. How fast are viruses spreading in the wild? PLoS Biol 2024; 22:e3002914. [PMID: 39625970 PMCID: PMC11614233 DOI: 10.1371/journal.pbio.3002914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 10/27/2024] [Indexed: 12/06/2024] Open
Abstract
Genomic data collected from viral outbreaks can be exploited to reconstruct the dispersal history of viral lineages in a two-dimensional space using continuous phylogeographic inference. These spatially explicit reconstructions can subsequently be used to estimate dispersal metrics that can be informative of the dispersal dynamics and the capacity to spread among hosts. Heterogeneous sampling efforts of genomic sequences can however impact the accuracy of phylogeographic dispersal metrics. While the impact of spatial sampling bias on the outcomes of continuous phylogeographic inference has previously been explored, the impact of sampling intensity (i.e., sampling size) when aiming to characterise dispersal patterns through continuous phylogeographic reconstructions has not yet been thoroughly evaluated. In our study, we use simulations to evaluate the robustness of 3 dispersal metrics - a lineage dispersal velocity, a diffusion coefficient, and an isolation-by-distance (IBD) signal metric - to the sampling intensity. Our results reveal that both the diffusion coefficient and IBD signal metrics appear to be the most robust to the number of samples considered for the phylogeographic reconstruction. We then use these 2 dispersal metrics to compare the dispersal pattern and capacity of various viruses spreading in animal populations. Our comparative analysis reveals a broad range of IBD patterns and diffusion coefficients mostly reflecting the dispersal capacity of the main infected host species but also, in some cases, the likely signature of rapid and/or long-distance dispersal events driven by human-mediated movements through animal trade. Overall, our study provides key recommendations for the use of lineage dispersal metrics to consider in future studies and illustrates their application to compare the spread of viruses in various settings.
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Affiliation(s)
- Simon Dellicour
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, Brussels, Belgium
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles, Vrije Universiteit Brussel, Brussels, Belgium
| | - Paul Bastide
- IMAG, Université de Montpellier, CNRS, Montpellier, France
| | - Pauline Rocu
- Department of Computer Science, Laboratoire d’Informatique, de Robotique et de Microélectronique de Montpellier, CNRS and Université de Montpellier, Montpellier, France
| | - Denis Fargette
- PHIM Plant Health Institute, Université de Montpellier, IRD, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Olivier J. Hardy
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles, Vrije Universiteit Brussel, Brussels, Belgium
- Laboratoire d’Evolution Biologique et Ecologie, Faculté des Sciences, Université Libre de Bruxelles, Brussels, Belgium
| | - Marc A. Suchard
- Department of Human Genetics, David Geffen School of Medicine, University of California, Los Angeles, California, United States of America
- Department of Biostatistics, Fielding School of Public Health, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Computational Medicine, David Geffen School of Medicine, University of California Los Angeles, California, United States of America
| | - Stéphane Guindon
- Department of Computer Science, Laboratoire d’Informatique, de Robotique et de Microélectronique de Montpellier, CNRS and Université de Montpellier, Montpellier, France
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
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Tegally H, Dellicour S, Poongavanan J, Mavian C, Dor G, Fonseca V, Tagliamonte MS, Dunaiski M, Moir M, Wilkinson E, de Albuquerque CFC, Frutuoso LCV, Holmes EC, Baxter C, Lessells R, Kraemer MU, Lourenço J, Alcantara LCJ, de Oliveira T, Giovanetti M. Dynamics and ecology of a multi-stage expansion of Oropouche virus in Brazil. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.10.29.24316328. [PMID: 39574858 PMCID: PMC11581102 DOI: 10.1101/2024.10.29.24316328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/01/2024]
Abstract
In March 2024, the Pan American Health Organization (PAHO) issued an alert in response to a rapid increase in Oropouche fever cases across South America. Brazil has been particularly affected, reporting a novel reassortant lineage of the Oropouche virus (OROV) and expansion to previously non-endemic areas beyond the Amazon Basin. Utilising phylogeographic approaches, we reveal a multi-scale expansion process with both short and long-distance dispersal events, and diffusion velocities in line with human-mediated jumps. We identify forest cover, banana and cocoa cultivation, temperature, and human population density as key environmental factors associated with OROV range expansion. Using ecological niche modelling, we show that OROV circulated in areas of enhanced ecological suitability immediately preceding its explosive epidemic expansion in the Amazon. This likely resulted from the virus being introduced into simultaneously densely populated and environmentally favourable regions in the Amazon, such as Manaus, leading to an amplified epidemic and spread beyond the Amazon. Our study provides valuable insights into the dispersal and ecological dynamics of OROV, highlighting the role of human mobility in colonisation of new areas, and raising concern over high viral suitability along the Brazilian coast.
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Affiliation(s)
- Houriiyah Tegally
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Simon Dellicour
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, Brussels, Belgium
- Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles, Vrije Universiteit Brussel, Brussels, Belgium
| | - Jenicca Poongavanan
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Carla Mavian
- Emerging Pathogens Institute, Department of Pathology, College of Medicine, University of Florida, Gainesville, Florida, USA
- Global Health Program Smithsonian’s National Zoo & Conservation Biology Institute, DC, USA
- Global Health Institute, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Graeme Dor
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Vagner Fonseca
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
- Department of Exact and Earth Science, University of the State of Bahia, Salvador 41192-010, Brazil
- Instituto René Rachou, Fundação Oswaldo Cruz, Minas Gerais, Brazil
| | | | - Marcel Dunaiski
- Computer Science Division, Department of Mathematical Sciences, Stellenbosch University, Stellenbosch, South Africa
| | - Monika Moir
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Eduan Wilkinson
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
| | | | - Livia C. V. Frutuoso
- Coordenadora-Geral de Vigilância de Arboviroses, Brazilian Ministry of Health, Brazil
| | | | - Edward C. Holmes
- School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | - Cheryl Baxter
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Richard Lessells
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4001, South Africa
| | - Moritz U.G. Kraemer
- Pandemic Sciences Institute, University of Oxford, UK
- Department of Biology, University of Oxford, Oxford,UK
| | - José Lourenço
- BioISI (Biosystems and Integrative Sciences Institute), University of Lisbon, Lisbon, Portugal
- Universidade Católica Portuguesa, Católica Medical School, Católica Biomedical Research Center, Lisboa, Portugal
| | | | - Tulio de Oliveira
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4001, South Africa
| | - Marta Giovanetti
- Department of Sciences and Technologies for Sustainable Development and One Health, Università Campus Bio-Medico di Roma, Rome, Italy
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Li YT, Ko HY, Hughes J, Liu MT, Lin YL, Hampson K, Brunker K. From emergence to endemicity of highly pathogenic H5 avian influenza viruses in Taiwan. Nat Commun 2024; 15:9348. [PMID: 39472594 PMCID: PMC11522503 DOI: 10.1038/s41467-024-53816-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 10/22/2024] [Indexed: 11/02/2024] Open
Abstract
A/goose/Guangdong/1/96-like (GsGd) highly pathogenic avian influenza (HPAI) H5 viruses cause severe outbreaks in poultry when introduced. Since emergence in 1996, control measures in most countries have suppressed local GsGd transmission following introductions, making persistent transmission in domestic birds rare. However, geographical expansion of clade 2.3.4.4 sublineages has raised concern about establishment of endemic circulation, while mechanistic drivers leading to endemicity remain unknown. We reconstructed the evolutionary history of GsGd sublineage, clade 2.3.4.4c, in Taiwan using a time-heterogeneous rate phylogeographic model. During Taiwan's initial epidemic wave (January 2015 - August 2016), we inferred that localised outbreaks had multiple origins from rapid spread between counties/cities nationwide. Subsequently, outbreaks predominantly originated from a single county, Yunlin, where persistent transmission harbours the trunk viruses of the sublineage. Endemic hotspots determined by phylogeographic reconstruction largely predicted the locations of re-emerging outbreaks in Yunlin. The transition to endemicity involved a shift to chicken-dominant circulation, following the initial bidirectional spread between chicken and domestic waterfowl. Our results suggest that following their emergence in Taiwan, source-sink dynamics from a single county have maintained GsGd endemicity up until 2023, pointing to where control efforts should be targeted to eliminate the disease.
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Affiliation(s)
- Yao-Tsun Li
- School of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, UK.
| | - Hui-Ying Ko
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Joseph Hughes
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Ming-Tsan Liu
- Center for Diagnostics and Vaccine Development, Centers for Disease Control, Ministry of Health and Welfare, Taipei, Taiwan
| | - Yi-Ling Lin
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- Biomedical Translation Research Center, Academia Sinica, Taipei, Taiwan
| | - Katie Hampson
- School of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, UK
| | - Kirstyn Brunker
- School of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, UK.
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK.
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Peng W, Han H, Ma B. Genetic Structure and Phylogeographic Divergence of Thymallus brevicephalus in the Ob-Irtysh River Headwaters. Ecol Evol 2024; 14:e70422. [PMID: 39398635 PMCID: PMC11470089 DOI: 10.1002/ece3.70422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 09/14/2024] [Accepted: 09/26/2024] [Indexed: 10/15/2024] Open
Abstract
Clarifying the genetic structure and population history of a species can reveal the impacts of historical climate and geological changes, providing critical insights for developing effective conservation strategies for ecologically significant fish. The Markakol grayling (Thymallus brevicephalus), an endangered species found in the Altai-Sayan Mountain region of Central Asia, serves as an ideal model for studying these factors. In this study, populations of a grayling (Thymallus) species discovered in the upper Irtysh River headwaters in Xinjiang, China, were analyzed to assess genetic diversity and population structure. Mitochondrial DNA sequences (cytochrome b and control region), along with 10 microsatellite markers, were used to examine genetic variation. Phylogenetic and genetic distance analyses confirmed the species, long misidentified as Arctic grayling (T. arcticus), as T. brevicephalus. This species can be divided into two distinct geographic groups: eastern and western, with the Crane River acting as the boundary. The divergence between these groups likely corresponds to refugia formed during the Pleistocene glaciation of the Altai Mountains, approximately 0.48 MA (million years ago) (range: 0.30 to 0.71 Ma). High haplotype diversity (Hd > 0.5) and low nucleotide diversity (π < 0.005) suggest that, despite the species' genetic richness, T. brevicephalus remains vulnerable to genetic drift, which could threaten its long-term survival. This vulnerability may stem from inbreeding within small refugial populations during the glacial period, followed by gradual population expansion. Our study offers novel insights into grayling populations, with results that have direct implications for management by serving as a tool for the identification of conservation units.
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Affiliation(s)
- Wenjie Peng
- Heilongjiang River Fishery Research Institute of Chinese Academy of Fishery SciencesHarbinChina
- Dalian Ocean UniversityDalianChina
| | - Haoxiang Han
- Heilongjiang River Fishery Research Institute of Chinese Academy of Fishery SciencesHarbinChina
- Scientific Observing and Experimental Station of Fishery Resources and Environment in Heilongjiang River BasinMinistry of Agriculture and Rural AffairsHarbinChina
| | - Bo Ma
- Heilongjiang River Fishery Research Institute of Chinese Academy of Fishery SciencesHarbinChina
- Scientific Observing and Experimental Station of Fishery Resources and Environment in Heilongjiang River BasinMinistry of Agriculture and Rural AffairsHarbinChina
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5
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Banho CA, de Carvalho Marques B, Sacchetto L, Lima AKS, Parra MCP, Lima ARJ, Ribeiro G, Martins AJ, Barros CRDS, Elias MC, Sampaio SC, Slavov SN, Rodrigues ES, Santos EV, Covas DT, Kashima S, Brassaloti RA, Petry B, Clemente LG, Coutinho LL, Assato PA, da Silva da Costa FA, Grotto RMT, Poleti MD, Lesbon JCC, Mattos EC, Fukumasu H, Giovanetti M, Alcantara LCJ, Souza-Neto JA, Rahal P, Araújo JP, Spilki FR, Althouse BM, Vasilakis N, Nogueira ML. Dynamic clade transitions and the influence of vaccination on the spatiotemporal circulation of SARS-CoV-2 variants. NPJ Vaccines 2024; 9:145. [PMID: 39127725 DOI: 10.1038/s41541-024-00933-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 07/17/2024] [Indexed: 08/12/2024] Open
Abstract
Since 2021, the emergence of variants of concern (VOC) has led Brazil to experience record numbers of in COVID-19 cases and deaths. The expanded spread of the SARS-CoV-2 combined with a low vaccination rate has contributed to the emergence of new mutations that may enhance viral fitness, leading to the persistence of the disease. Due to limitations in the real-time genomic monitoring of new variants in some Brazilian states, we aimed to investigate whether genomic surveillance, coupled with epidemiological data and SARS-CoV-2 variants spatiotemporal spread in a smaller region, can reflect the pandemic progression at a national level. Our findings revealed three SARS-CoV-2 variant replacements from 2021 to early 2022, corresponding to the introduction and increase in the frequency of Gamma, Delta, and Omicron variants, as indicated by peaks of the Effective Reproductive Number (Reff). These distinct clade replacements triggered two waves of COVID-19 cases, influenced by the increasing vaccine uptake over time. Our results indicated that the effectiveness of vaccination in preventing new cases during the Delta and Omicron circulations was six and eleven times higher, respectively, than during the period when Gamma was predominant, and it was highly efficient in reducing the number of deaths. Furthermore, we demonstrated that genomic monitoring at a local level can reflect the national trends in the spread and evolution of SARS-CoV-2.
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Affiliation(s)
- Cecília Artico Banho
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Beatriz de Carvalho Marques
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Lívia Sacchetto
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Ana Karoline Sepedro Lima
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Maisa Carla Pereira Parra
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Alex Ranieri Jeronimo Lima
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Gabriela Ribeiro
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Antonio Jorge Martins
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | | | - Maria Carolina Elias
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Sandra Coccuzzo Sampaio
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Svetoslav Nanev Slavov
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Evandra Strazza Rodrigues
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Elaine Vieira Santos
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Dimas Tadeu Covas
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Simone Kashima
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | | | - Bruna Petry
- University of São Paulo, Centro de Genômica Funcional da ESALQ, Piracicaba, SP, Brazil
| | - Luan Gaspar Clemente
- University of São Paulo, Centro de Genômica Funcional da ESALQ, Piracicaba, SP, Brazil
| | - Luiz Lehmann Coutinho
- University of São Paulo, Centro de Genômica Funcional da ESALQ, Piracicaba, SP, Brazil
| | - Patricia Akemi Assato
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
| | - Felipe Allan da Silva da Costa
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
| | - Rejane Maria Tommasini Grotto
- São Paulo State University (UNESP), School of Agricultural Sciences, Botucatu, Brazil
- Molecular Biology Laboratory, Applied Biotechnology Laboratory, Clinical Hospital of the Botucatu Medical School, Botucatu, Brazil
| | - Mirele Daiana Poleti
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Jessika Cristina Chagas Lesbon
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Elisangela Chicaroni Mattos
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Heidge Fukumasu
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Marta Giovanetti
- Oswaldo Cruz Foundation, FIOCRUZ, Rio de Janeiro, Brazil
- Climate Amplified Diseases And Epidemics (CLIMADE), Rio de Janeiro, Brazil
- Sciences and Technologies for Sustainable Development and One Health, Universita Campus Bio-Medico di Roma, Selcetta, Italy
| | - Luiz Carlos Junior Alcantara
- Oswaldo Cruz Foundation, FIOCRUZ, Rio de Janeiro, Brazil
- Climate Amplified Diseases And Epidemics (CLIMADE), Rio de Janeiro, Brazil
| | - Jayme A Souza-Neto
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas StateUniversity, Manhattan, KS, USA
| | - Paula Rahal
- Laboratório de Estudos Genômicos, Departamento de Biologia, Instituto de Biociências Letras e Ciências Exatas (IBILCE), Universidade Estadual Paulista (Unesp), São José do Rio Preto, Brazil
| | - João Pessoa Araújo
- Instituto de Biotecnologia, Universidade Estadual Paulista (Unesp), Botucatu, Brazil
| | - Fernando Rosado Spilki
- Laboratório de Microbiologia Molecular, Instituto de Ciências da Saúde, Universidade Feevale, Novo Hamburgo, Brazil
| | - Benjamin M Althouse
- Department of Biology, New Mexico State University, Las Cruces, NM, USA
- Information School, University of Washington, Seattle, WA, USA
| | - Nikos Vasilakis
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, USA
- Center for Vector-Borne and Zoonotic Diseases, University of Texas Medical Branch, Galveston, TX, USA
- Institute for Human Infection and Immunity, University of Texas Medical Branch, Galveston, TX, USA
| | - Maurício Lacerda Nogueira
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil.
- Department of Pathology, University of Texas Medical Branch, Galveston, TX, USA.
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6
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Miguel I, Feliz EP, Agramonte R, Martinez PV, Vergara C, Imbert Y, De la Cruz L, de Castro N, Cedano O, De la Paz Y, Fonseca V, Santiago GA, Muñoz-Jordán JL, Peguero A, Paulino-Ramírez R, Grubaugh ND, de Filippis AMB, Alcantara LCJ, Rico JM, Lourenço J, Franco L, Giovanetti M. North-south pathways, emerging variants, and high climate suitability characterize the recent spread of dengue virus serotypes 2 and 3 in the Dominican Republic. BMC Infect Dis 2024; 24:751. [PMID: 39075335 PMCID: PMC11288047 DOI: 10.1186/s12879-024-09658-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 07/24/2024] [Indexed: 07/31/2024] Open
Abstract
BACKGROUND Dengue fever remains a significant public health challenge in tropical and subtropical regions, with its transmission dynamics being influenced by both environmental factors and human mobility. The Dominican Republic, a biodiversity hotspot in the Caribbean, has experienced recurrent dengue outbreaks, yet detailed understanding of the virus's transmission pathways and the impact of climatic factors remains limited. This study aims to elucidate the recent transmission dynamics of the dengue virus (DENV) in the Dominican Republic, utilizing a combination of genomic sequencing and epidemiological data analysis, alongside an examination of historical climate patterns. METHODS We conducted a comprehensive study involving the genomic sequencing of DENV samples collected from patients across different regions of the Dominican Republic over a two-year period. Phylogenetic analyses were performed to identify the circulation of DENV lineages and to trace transmission pathways. Epidemiological data were integrated to analyze trends in dengue incidence and distribution. Additionally, we integrated historical climate data spanning several decades to assess trends in temperature and their potential impact on DENV transmission potential. RESULTS Our results highlight a previously unknown north-south transmission pathway within the country, with the co-circulation of multiple virus lineages. Additionally, we examine the historical climate data, revealing long-term trends towards higher theoretical potential for dengue transmission due to rising temperatures. CONCLUSION This multidisciplinary study reveals intricate patterns of dengue virus transmission in the Dominican Republic, characterized by the co-circulation of multiple DENV lineages and a novel transmission pathway. The observed correlation between rising temperatures and increased dengue transmission potential emphasizes the need for integrated climate-informed strategies in dengue control efforts. Our findings offer critical insights for public health authorities in the Dominican Republic and similar settings, guiding resource allocation and the development of preparedness strategies to mitigate the impacts of climate change on dengue transmission.
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Affiliation(s)
- Isaac Miguel
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Edwin P Feliz
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Robinson Agramonte
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Pedro V Martinez
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Carlos Vergara
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Yvonne Imbert
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Lucia De la Cruz
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Nurys de Castro
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Odalis Cedano
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Yamilka De la Paz
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Santo Domingo, Dominican Republic
| | - Vagner Fonseca
- Department of Exact and Earth Sciences, University of the State of Bahia, Salvador, Brazil
| | - Gilberto A Santiago
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Jorge L Muñoz-Jordán
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Armando Peguero
- Universidad Iberoamericana (UNIBE), Instituto de Medicina Tropical & Salud Global, Santo Domingo, Dominican Republic
| | - Robert Paulino-Ramírez
- Universidad Iberoamericana (UNIBE), Instituto de Medicina Tropical & Salud Global, Santo Domingo, Dominican Republic
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, USA
- Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, USA
| | - Ana Maria Bispo de Filippis
- Laboratório de Arbovírus E Vírus Hemorrágicos, Instituto Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Jairo Mendez Rico
- Infectious Hazards Management, Health Emergencies Department (PHE), Pan American Health Organization / World Health Organization (PAHO/WHO), Washington, DC, USA
| | - José Lourenço
- Universidade Católica Portuguesa, Faculdade de Medicina, Biomedical Research Center, Lisbon, Portugal.
| | - Leticia Franco
- Infectious Hazards Management, Health Emergencies Department (PHE), Pan American Health Organization / World Health Organization (PAHO/WHO), Washington, DC, USA
| | - Marta Giovanetti
- Department of Sciences and Technologies for Sustainable Development and One Health, Università Campus Bio-Medico diRoma, Rome, Italy.
- Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
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7
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Dellicour S, Bastide P, Rocu P, Fargette D, Hardy OJ, Suchard MA, Guindon S, Lemey P. How fast are viruses spreading in the wild? BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.10.588821. [PMID: 38645268 PMCID: PMC11030353 DOI: 10.1101/2024.04.10.588821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Genomic data collected from viral outbreaks can be exploited to reconstruct the dispersal history of viral lineages in a two-dimensional space using continuous phylogeographic inference. These spatially explicit reconstructions can subsequently be used to estimate dispersal metrics allowing to unveil the dispersal dynamics and evaluate the capacity to spread among hosts. Heterogeneous sampling intensity of genomic sequences can however impact the accuracy of dispersal insights gained through phylogeographic inference. In our study, we implement a simulation framework to evaluate the robustness of three dispersal metrics - a lineage dispersal velocity, a diffusion coefficient, and an isolation-by-distance signal metric - to the sampling effort. Our results reveal that both the diffusion coefficient and isolation-by-distance signal metrics appear to be robust to the number of samples considered for the phylogeographic reconstruction. We then use these two dispersal metrics to compare the dispersal pattern and capacity of various viruses spreading in animal populations. Our comparative analysis reveals a broad range of isolation-by-distance patterns and diffusion coefficients mostly reflecting the dispersal capacity of the main infected host species but also, in some cases, the likely signature of rapid and/or long-distance dispersal events driven by human-mediated movements through animal trade. Overall, our study provides key recommendations for the lineage dispersal metrics to consider in future studies and illustrates their application to compare the spread of viruses in various settings.
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8
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Miguel I, Feliz EP, Agramonte R, Martinez PV, Vergara C, Imbert Y, De la Cruz L, de Castro N, Cedano O, De la Paz Y, Fonseca V, Santiago GA, Muñoz-Jordán JL, Peguero A, Paulino-Ramírez R, Grubaugh ND, de Filippis AMB, Alcantara LCJ, Rico JM, Lourenço J, Franco L, Giovanetti M. North-south pathways, emerging variants, and high climate suitability characterize the recent spread of dengue virus serotypes 2 and 3 in the Dominican Republic. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.14.24302795. [PMID: 38405721 PMCID: PMC10888994 DOI: 10.1101/2024.02.14.24302795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
We employ a multidisciplinary approach, integrating genomics and epidemiology, to uncover recent dengue virus transmission dynamics in the Dominican Republic. Our results highlight a previously unknown north-south transmission pathway within the country, with the co-circulation of multiple virus lineages. Additionally, we examine the historical climate data, revealing long-term trends towards higher theoretical potential for dengue transmission due to rising temperatures. These findings provide information for targeted interventions and resource allocation, informing as well towards preparedness strategies for public health agencies in mitigating climate and geo-related dengue risks.
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Affiliation(s)
- Isaac Miguel
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Edwin P. Feliz
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Robinson Agramonte
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Pedro V. Martinez
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Carlos Vergara
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Yvonne Imbert
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Lucia De la Cruz
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Nurys de Castro
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Odalis Cedano
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Yamilka De la Paz
- Laboratorio Nacional de Referencia en Salud Pública Dr. Defilló, Dominican Republic
| | - Vagner Fonseca
- Department of Exact and Earth Sciences, University of the State of Bahia, Salvador, Brazil
| | - Gilberto A. Santiago
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Jorge L. Muñoz-Jordán
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Armando Peguero
- Instituto de Medicina Tropical & Salud Global, Universidad Iberoamericana, UNIBE Research Hub, Santo Domingo, Dominican Republic
| | - Robert Paulino-Ramírez
- Instituto de Medicina Tropical & Salud Global, Universidad Iberoamericana, UNIBE Research Hub, Santo Domingo, Dominican Republic
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, United States of America
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, United States of America
- Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Ana Maria Bispo de Filippis
- Laboratório de Arbovírus e Vírus Hemorrágicos, Instituto Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Luiz Carlos Junior Alcantara
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Minas Gerais, Brazil
- Climate Amplified Diseases And Epidemics (CLIMADE), Brazil, Americas
| | - Jairo Mendez Rico
- Infectious Hazards Management, Health Emergencies Department (PHE), Pan American Health Organization / World Health Organization (PAHO/WHO), Washington DC, USA
| | - José Lourenço
- Universidade Católica Portuguesa, Faculdade de Medicina, Biomedical Research Center, Lisboa, Portugal
- Climate Amplified Diseases And Epidemics (CLIMADE), Portugal, Europe
| | - Leticia Franco
- Infectious Hazards Management, Health Emergencies Department (PHE), Pan American Health Organization / World Health Organization (PAHO/WHO), Washington DC, USA
| | - Marta Giovanetti
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Minas Gerais, Brazil
- Climate Amplified Diseases And Epidemics (CLIMADE), Brazil, Americas
- Sciences and Technologies for Sustainable Development and One Health, University of Campus Bio-Medico,Rome, Italy
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9
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He G, Wang P, Chen J, Liu Y, Sun Y, Hu R, Duan S, Sun Q, Tang R, Yang J, Wang Z, Yun L, Hu L, Yan J, Nie S, Wei L, Liu C, Wang M. Differentiated genomic footprints suggest isolation and long-distance migration of Hmong-Mien populations. BMC Biol 2024; 22:18. [PMID: 38273256 PMCID: PMC10809681 DOI: 10.1186/s12915-024-01828-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 01/12/2024] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND The underrepresentation of Hmong-Mien (HM) people in Asian genomic studies has hindered our comprehensive understanding of the full landscape of their evolutionary history and complex trait architecture. South China is a multi-ethnic region and indigenously settled by ethnolinguistically diverse HM, Austroasiatic (AA), Tai-Kadai (TK), Austronesian (AN), and Sino-Tibetan (ST) people, which is regarded as East Asia's initial cradle of biodiversity. However, previous fragmented genetic studies have only presented a fraction of the landscape of genetic diversity in this region, especially the lack of haplotype-based genomic resources. The deep characterization of demographic history and natural-selection-relevant genetic architecture of HM people was necessary. RESULTS We reported one HM-specific genomic resource and comprehensively explored the fine-scale genetic structure and adaptative features inferred from the genome-wide SNP data of 440 HM individuals from 33 ethnolinguistic populations, including previously unreported She. We identified solid genetic differentiation between HM people and Han Chinese at 7.64‒15.86 years ago (kya) and split events between southern Chinese inland (Miao/Yao) and coastal (She) HM people in the middle Bronze Age period and the latter obtained more gene flow from Ancient Northern East Asians. Multiple admixture models further confirmed that extensive gene flow from surrounding ST, TK, and AN people entangled in forming the gene pool of Chinese coastal HM people. Genetic findings of isolated shared unique ancestral components based on the sharing alleles and haplotypes deconstructed that HM people from the Yungui Plateau carried the breadth of previously unknown genomic diversity. We identified a direct and recent genetic connection between Chinese inland and Southeast Asian HM people as they shared the most extended identity-by-descent fragments, supporting the long-distance migration hypothesis. Uniparental phylogenetic topology and network-based phylogenetic relationship reconstruction found ancient uniparental founding lineages in southwestern HM people. Finally, the population-specific biological adaptation study identified the shared and differentiated natural selection signatures among inland and coastal HM people associated with physical features and immune functions. The allele frequency spectrum of cancer susceptibility alleles and pharmacogenomic genes showed significant differences between HM and northern Chinese people. CONCLUSIONS Our extensive genetic evidence combined with the historical documents supported the view that ancient HM people originated from the Yungui regions associated with ancient "Three-Miao tribes" descended from the ancient Daxi-Qujialing-Shijiahe people. Then, some have recently migrated rapidly to Southeast Asia, and some have migrated eastward and mixed respectively with Southeast Asian indigenes, Liangzhu-related coastal ancient populations, and incoming southward ST people. Generally, complex population migration, admixture, and adaptation history contributed to the complicated patterns of population structure of geographically diverse HM people.
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Affiliation(s)
- Guanglin He
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China.
- Center for Archaeological Science, Sichuan University, Chengdu, 610000, China.
- Anti-Drug Technology Center of Guangdong Province, Guangzhou, 510230, China.
- Research Center for Genomic Medicine, North Sichuan Medical College, Nanchong, 637100, China.
| | - Peixin Wang
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Medical Information, Chongqing Medical University, Chongqing, 400331, China
| | - Jing Chen
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, 030001, China
| | - Yan Liu
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Basic Medical Sciences, North Sichuan Medical College, Nanchong, 637000, China
- Research Center for Genomic Medicine, North Sichuan Medical College, Nanchong, 637100, China
| | - Yuntao Sun
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- Institute of Forensic Medicine, West China School of Basic Science & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Rong Hu
- School of Sociology and Anthropology, Xiamen University, Xiamen, 361005, China
| | - Shuhan Duan
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Basic Medical Sciences, North Sichuan Medical College, Nanchong, 637000, China
- Research Center for Genomic Medicine, North Sichuan Medical College, Nanchong, 637100, China
| | - Qiuxia Sun
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- Department of Forensic Medicine, College of Basic Medicine, Chongqing Medical University, Chongqing, 400331, China
| | - Renkuan Tang
- Department of Forensic Medicine, College of Basic Medicine, Chongqing Medical University, Chongqing, 400331, China
| | - Junbao Yang
- School of Basic Medical Sciences, North Sichuan Medical College, Nanchong, 637000, China
- Research Center for Genomic Medicine, North Sichuan Medical College, Nanchong, 637100, China
| | - Zhiyong Wang
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Forensic Medicine, Kunming Medical University, Kunming, 650500, China
| | - Libing Yun
- Institute of Forensic Medicine, West China School of Basic Science & Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Liping Hu
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Forensic Medicine, Kunming Medical University, Kunming, 650500, China
| | - Jiangwei Yan
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, 030001, China
| | - Shengjie Nie
- School of Forensic Medicine, Kunming Medical University, Kunming, 650500, China
| | - Lanhai Wei
- School of Ethnology and Anthropology, Inner Mongolia Normal University, Inner Mongolia, 010028, China
| | - Chao Liu
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510275, China.
- Anti-Drug Technology Center of Guangdong Province, Guangzhou, 510230, China.
- Guangzhou Key Laboratory of Forensic Multi-Omics for Precision Identification, School of Forensic Medicine, Southern Medical University, Guangzhou, 510515, China.
| | - Mengge Wang
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China.
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510275, China.
- Anti-Drug Technology Center of Guangdong Province, Guangzhou, 510230, China.
- Research Center for Genomic Medicine, North Sichuan Medical College, Nanchong, 637100, China.
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10
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Banho CA, de Carvalho Marques B, Sacchetto L, Sepedro Lima AK, Pereira Parra MC, Jeronimo Lima AR, Ribeiro G, Jorge Martins A, dos Santos Barros CR, Carolina Elias M, Coccuzzo Sampaio S, Nanev Slavov S, Strazza Rodrigues E, Vieira Santos E, Tadeu Covas D, Kashima S, Augusto Brassaloti R, Petry B, Gaspar Clemente L, Lehmann Coutinho L, Akemi Assato P, da Silva da Costa FA, Souza-Neto JA, Maria Tommasini Grotto R, Daiana Poleti M, Cristina Chagas Lesbon J, Chicaroni Mattos E, Fukumasu H, Giovanetti M, Carlos Junior Alcantara L, Rahal P, Pessoa Araújo JF, Althouse BM, Vasilakis N, Lacerda Nogueira M. Dynamic clade transitions and the influence of vaccine rollout on the spatiotemporal circulation of SARS-CoV-2 variants in São Paulo, Brazil. RESEARCH SQUARE 2024:rs.3.rs-3788142. [PMID: 38343798 PMCID: PMC10854302 DOI: 10.21203/rs.3.rs-3788142/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/21/2024]
Abstract
Since 2021, the emergence of variants of concern (VOC) has led Brazil to experience record numbers of in COVID-19 cases and deaths. The expanded spread of the SARS-CoV-2 combined with a low vaccination rate has contributed to the emergence of new mutations that may enhance viral fitness, leading to the persistence of the disease. Due to limitations in the real-time genomic monitoring of new variants in some Brazilian states, we aimed to investigate whether genomic surveillance, coupled with epidemiological data and SARS-CoV-2 variants spatiotemporal spread in a smaller region, can reflect the pandemic progression at a national level. Our findings revealed three SARS-CoV-2 variant replacements from 2021 to early 2022, corresponding to the introduction and increase in the frequency of Gamma, Delta, and Omicron variants, as indicated by peaks of the Effective Reproductive Number (Reff). These distinct clade replacements triggered two waves of COVID-19 cases, influenced by the increasing vaccine uptake over time. Our results indicated that the effectiveness of vaccination in preventing new cases during the Delta and Omicron circulations was six and eleven times higher, respectively, than during the period when Gamma was predominant, and it was highly efficient in reducing the number of deaths. Furthermore, we demonstrated that genomic monitoring at a local level can reflect the national trends in the spread and evolution of SARS-CoV-2.
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Affiliation(s)
- Cecília Artico Banho
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Beatriz de Carvalho Marques
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Lívia Sacchetto
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Ana Karoline Sepedro Lima
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Maisa Carla Pereira Parra
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
| | - Alex Ranieri Jeronimo Lima
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Gabriela Ribeiro
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Antonio Jorge Martins
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | | | - Maria Carolina Elias
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Sandra Coccuzzo Sampaio
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
| | - Svetoslav Nanev Slavov
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Evandra Strazza Rodrigues
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Elaine Vieira Santos
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Dimas Tadeu Covas
- Center for Viral Surveillance and Serological Assessment (CeVIVAS), Butantan Institute, São Paulo, Brazil
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Simone Kashima
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | | | - Bruna Petry
- University of São Paulo, Centro de Genômica Funcional da ESALQ, Piracicaba, SP, Brazil
| | - Luan Gaspar Clemente
- University of São Paulo, Centro de Genômica Funcional da ESALQ, Piracicaba, SP, Brazil
| | - Luiz Lehmann Coutinho
- University of São Paulo, Centro de Genômica Funcional da ESALQ, Piracicaba, SP, Brazil
| | - Patricia Akemi Assato
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
| | - Felipe Allan da Silva da Costa
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
| | - Jayme A. Souza-Neto
- São Paulo State University (UNESP), School of Agricultural Sciences, Botucatu, Brazil
| | - Rejane Maria Tommasini Grotto
- São Paulo State University (UNESP), School of Agricultural Sciences, Botucatu, Brazil
- Molecular Biology Laboratory, Applied Biotechnology Laboratory, Clinical Hospital of the Botucatu Medical School, Brazil
| | - Mirele Daiana Poleti
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Jessika Cristina Chagas Lesbon
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Elisangela Chicaroni Mattos
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Heidge Fukumasu
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Marta Giovanetti
- Oswaldo Cruz Foundation, FIOCRUZ, Rio de Janeiro, Brazil
- Climate Amplified Diseases And Epidemics (CLIMADE), Brazil, Americas
- Sciences and Technologies for Sustainable Development and One Health, Universita Campus Bio-Medico di Roma, Italy
| | - Luiz Carlos Junior Alcantara
- Oswaldo Cruz Foundation, FIOCRUZ, Rio de Janeiro, Brazil
- Climate Amplified Diseases And Epidemics (CLIMADE), Brazil, Americas
| | - Paula Rahal
- Laboratório de Estudos Genômicos, Departamento de Biologia, Instituto de Biociências Letras e Ciências Exatas (IBILCE), Universidade Estadual Paulista (Unesp), São José do Rio Preto, Brazil
| | - João Fernando Pessoa Araújo
- Instituto de Biotecnologia, Universidade Estadual Paulista (Unesp), Botucatu, Brazil
- Laboratório de Microbiologia Molecular, Instituto de Ciências da Saúde, Universidade Feevale, Novo Hamburgo, Brazil
| | - Benjamin M. Althouse
- Department of Biology, New Mexico State University, Las Cruces, NM
- Information School, University of Washington, Seattle, WA
| | - Nikos Vasilakis
- Department of Pathology, University of Texas Medical Branch; Galveston, Texas, United States of America
- Center for Vector-Borne and Zoonotic Diseases, University of Texas Medical Branch, Galveston, Texas, United States of America
- Institute for Human Infection and Immunity, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Maurício Lacerda Nogueira
- Laboratório de Pesquisas em Virologia, Faculdade de Medicina de São José do Rio Preto; São José do Rio Preto, São Paulo, Brazil
- Department of Pathology, University of Texas Medical Branch; Galveston, Texas, United States of America
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11
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Russo CAM, Eyre-Walker A, Katz LA, Gaut BS. Forty Years of Inferential Methods in the Journals of the Society for Molecular Biology and Evolution. Mol Biol Evol 2024; 41:msad264. [PMID: 38197288 PMCID: PMC10763999 DOI: 10.1093/molbev/msad264] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 11/27/2023] [Indexed: 01/11/2024] Open
Abstract
We are launching a series to celebrate the 40th anniversary of the first issue of Molecular Biology and Evolution. In 2024, we will publish virtual issues containing selected papers published in the Society for Molecular Biology and Evolution journals, Molecular Biology and Evolution and Genome Biology and Evolution. Each virtual issue will be accompanied by a perspective that highlights the historic and contemporary contributions of our journals to a specific topic in molecular evolution. This perspective, the first in the series, presents an account of the broad array of methods that have been published in the Society for Molecular Biology and Evolution journals, including methods to infer phylogenies, to test hypotheses in a phylogenetic framework, and to infer population genetic processes. We also mention many of the software implementations that make methods tractable for empiricists. In short, the Society for Molecular Biology and Evolution community has much to celebrate after four decades of publishing high-quality science including numerous important inferential methods.
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Affiliation(s)
- Claudia A M Russo
- Departamento de Genética, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Laura A Katz
- Department of Biological Sciences, Smith College, Northampton, MA, USA
| | - Brandon S Gaut
- School of Biological Sciences, University of California, Irvine, CA, USA
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12
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Heeren S, Maes I, Sanders M, Lye LF, Adaui V, Arevalo J, Llanos-Cuentas A, Garcia L, Lemey P, Beverley SM, Cotton JA, Dujardin JC, Van den Broeck F. Diversity and dissemination of viruses in pathogenic protozoa. Nat Commun 2023; 14:8343. [PMID: 38102141 PMCID: PMC10724245 DOI: 10.1038/s41467-023-44085-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 11/29/2023] [Indexed: 12/17/2023] Open
Abstract
Viruses are the most abundant biological entities on Earth and play a significant role in the evolution of many organisms and ecosystems. In pathogenic protozoa, the presence of viruses has been linked to an increased risk of treatment failure and severe clinical outcome. Here, we studied the molecular epidemiology of the zoonotic disease cutaneous leishmaniasis in Peru and Bolivia through a joint evolutionary analysis of Leishmania braziliensis and their dsRNA Leishmania virus 1. We show that parasite populations circulate in tropical rainforests and are associated with single viral lineages that appear in low prevalence. In contrast, groups of hybrid parasites are geographically and ecologically more dispersed and associated with an increased prevalence, diversity and spread of viruses. Our results suggest that parasite gene flow and hybridization increased the frequency of parasite-virus symbioses, a process that may change the epidemiology of leishmaniasis in the region.
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Affiliation(s)
- Senne Heeren
- Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Ilse Maes
- Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | | | - Lon-Fye Lye
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Vanessa Adaui
- Laboratory of Biomolecules, Faculty of Health Sciences, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Jorge Arevalo
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Alejandro Llanos-Cuentas
- Instituto de Medicina Tropical Alexander von Humboldt, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Lineth Garcia
- Instituto de Investigación Biomédicas e Investigación Social, Universidad Mayor de San Simon, Cochabamba, Bolivia
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Stephen M Beverley
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO, USA
| | - James A Cotton
- Welcome Sanger Institute, Hinxton, UK
- School of Biodiversity, One Health and Comparative Medicine, Wellcome Centre for Integrative Parasitology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Jean-Claude Dujardin
- Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
- Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium.
| | - Frederik Van den Broeck
- Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium.
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13
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Van Borm S, Dellicour S, Martin DP, Lemey P, Agianniotaki EI, Chondrokouki ED, Vidanovic D, Vaskovic N, Petroviċ T, Laziċ S, Koleci X, Vodica A, Djadjovski I, Krstevski K, Vandenbussche F, Haegeman A, De Clercq K, Mathijs E. Complete genome reconstruction of the global and European regional dispersal history of the lumpy skin disease virus. J Virol 2023; 97:e0139423. [PMID: 37905838 PMCID: PMC10688313 DOI: 10.1128/jvi.01394-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 10/02/2023] [Indexed: 11/02/2023] Open
Abstract
IMPORTANCE Lumpy skin disease virus (LSDV) has a complex epidemiology involving multiple strains, recombination, and vaccination. Its DNA genome provides limited genetic variation to trace outbreaks in space and time. Sequencing of LSDV whole genomes has also been patchy at global and regional scales. Here, we provide the first fine-grained whole genome sequence sampling of a constrained LSDV outbreak (southeastern Europe, 2015-2017), which we analyze along with global publicly available genomes. We formally evaluate the past occurrence of recombination events as well as the temporal signal that is required for calibrating molecular clock models and subsequently conduct a time-calibrated spatially explicit phylogeographic reconstruction. Our study further illustrates the importance of accounting for recombination events before reconstructing global and regional dynamics of DNA viruses. More LSDV whole genomes from endemic areas are needed to obtain a comprehensive understanding of global LSDV dispersal dynamics.
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Affiliation(s)
- Steven Van Borm
- Scientific Directorate Animal Infectious Diseases, Sciensano, Brussels, Belgium
| | - Simon Dellicour
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, Brussels, Belgium
- Laboratory for Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Darren P. Martin
- Institute of Infectious Diseases and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Philippe Lemey
- Laboratory for Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven, Belgium
| | - Eirini I. Agianniotaki
- National Reference Laboratory for Capripoxviruses, Department of Molecular Diagnostics, FMD, Virological, Rickettsial and Exotic Diseases, Directorate of Athens Veterinary Center, Ministry of Rural Development and Food, Athens, Greece
| | - Eleni D. Chondrokouki
- National Reference Laboratory for Capripoxviruses, Department of Molecular Diagnostics, FMD, Virological, Rickettsial and Exotic Diseases, Directorate of Athens Veterinary Center, Ministry of Rural Development and Food, Athens, Greece
| | - Dejan Vidanovic
- Department for laboratory diagnostics, Veterinary Specialized Institute, Kraljevo, Serbia
| | - Nikola Vaskovic
- Department for laboratory diagnostics, Veterinary Specialized Institute, Kraljevo, Serbia
| | - Tamaš Petroviċ
- Department for Virology, Scientific Veterinary Institute, Novi Sad, Serbia
| | - Sava Laziċ
- Department for Virology, Scientific Veterinary Institute, Novi Sad, Serbia
| | - Xhelil Koleci
- Faculty of Veterinary Medicine, The Agricultural University of Tirana, Tirana, Albania
| | - Ani Vodica
- Animal Health Department, Food Safety and Veterinary Institute, Tirana, Albania
| | - Igor Djadjovski
- Faculty of Veterinary Medicine, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia
| | - Kiril Krstevski
- Faculty of Veterinary Medicine, Ss. Cyril and Methodius University in Skopje, Skopje, Macedonia
| | - Frank Vandenbussche
- Scientific Directorate Animal Infectious Diseases, Sciensano, Brussels, Belgium
| | - Andy Haegeman
- Scientific Directorate Animal Infectious Diseases, Sciensano, Brussels, Belgium
| | - Kris De Clercq
- Scientific Directorate Animal Infectious Diseases, Sciensano, Brussels, Belgium
| | - Elisabeth Mathijs
- Scientific Directorate Animal Infectious Diseases, Sciensano, Brussels, Belgium
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14
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Carnegie L, Raghwani J, Fournié G, Hill SC. Phylodynamic approaches to studying avian influenza virus. Avian Pathol 2023; 52:289-308. [PMID: 37565466 DOI: 10.1080/03079457.2023.2236568] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 06/23/2023] [Accepted: 07/07/2023] [Indexed: 08/12/2023]
Abstract
Avian influenza viruses can cause severe disease in domestic and wild birds and are a pandemic threat. Phylodynamics is the study of how epidemiological, evolutionary, and immunological processes can interact to shape viral phylogenies. This review summarizes how phylodynamic methods have and could contribute to the study of avian influenza viruses. Specifically, we assess how phylodynamics can be used to examine viral spread within and between wild or domestic bird populations at various geographical scales, identify factors associated with virus dispersal, and determine the order and timing of virus lineage movement between geographic regions or poultry production systems. We discuss factors that can complicate the interpretation of phylodynamic results and identify how future methodological developments could contribute to improved control of the virus.
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Affiliation(s)
- L Carnegie
- Department of Pathobiology and Population Sciences, Royal Veterinary College (RVC), Hatfield, UK
| | - J Raghwani
- Department of Pathobiology and Population Sciences, Royal Veterinary College (RVC), Hatfield, UK
| | - G Fournié
- Department of Pathobiology and Population Sciences, Royal Veterinary College (RVC), Hatfield, UK
- Université de Lyon, INRAE, VetAgro Sup, UMR EPIA, Marcy l'Etoile, France
- Université Clermont Auvergne, INRAE, VetAgro Sup, UMR EPIA, Saint Genes Champanelle, France
| | - S C Hill
- Department of Pathobiology and Population Sciences, Royal Veterinary College (RVC), Hatfield, UK
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15
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Emeraud C, Mahamat A, Jousset AB, Bernabeu S, Goncalves T, Pommier C, Girlich D, Birer A, Rodriguez C, Pawlotsky JM, Naas T, Bonnin RA, Dortet L. Emergence and rapid dissemination of highly resistant NDM-14-producing Klebsiella pneumoniae ST147, France, 2022. Euro Surveill 2023; 28:2300095. [PMID: 37855905 PMCID: PMC10588306 DOI: 10.2807/1560-7917.es.2023.28.42.2300095] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 06/26/2023] [Indexed: 10/20/2023] Open
Abstract
BackgroundSince 2021, an emergence of New Delhi metallo-β-lactamase (NDM)-14-producing Klebsiella pneumoniae has been identified in France. This variant with increased carbapenemase activity was not previously detected in Enterobacterales.AimWe investigated the rapid dissemination of NDM-14 producers among patients in hospitals in France.MethodsAll NDM-14-producing non-duplicate clinical isolates identified in France until June 2022 (n = 37) were analysed by whole genome sequencing. The phylogeny of NDM-14-producers among all K. pneumoniae sequence type (ST) 147 reported in France since 2014 (n = 431) was performed. Antimicrobial susceptibility testing, conjugation experiments, clonal relationship and molecular clock analysis were performed.ResultsThe 37 NDM-14 producers recovered in France until 2022 belonged to K. pneumoniae ST147. The dissemination of NDM-14-producing K. pneumoniae was linked to a single clone, likely imported from Morocco and responsible for several outbreaks in France. The gene bla NDM-14 was harboured on a 54 kilobase non-conjugative IncFIB plasmid that shared high homology with a known bla NDM-1-carrying plasmid. Using Bayesian analysis, we estimated that the NDM-14-producing K. pneumoniae ST147 clone appeared in 2020. The evolutionary rate of this clone was estimated to 5.61 single nucleotide polymorphisms per genome per year. The NDM-14 producers were highly resistant to all antimicrobials tested except to colistin, cefiderocol (minimum inhibitory concentration 2 mg/L) and the combination of aztreonam/avibactam.ConclusionHighly resistant NDM-14 producing K. pneumoniae can rapidly spread in healthcare settings. Surveillance and thorough investigations of hospital outbreaks are critical to evaluate and limit the dissemination of this clone.
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Affiliation(s)
- Cécile Emeraud
- Department of Bacteriology-Hygiene, Bicêtre Hospital, Assistance Publique - Hôpitaux de Paris, Le Kremlin-Bicêtre, France
- UMR-1184, INSERM, University Paris-Saclay, CEA, Faculty of Medicine, Le Kremlin-Bicêtre, France
- French National Reference Center for Antibiotic Resistance, Le Kremlin-Bicêtre, France
| | - Aba Mahamat
- Corsica Centre for Healthcare-Associated Infections Control and Prevention, Hôpital Eugénie, Ajaccio, France
| | - Agnès B Jousset
- Department of Bacteriology-Hygiene, Bicêtre Hospital, Assistance Publique - Hôpitaux de Paris, Le Kremlin-Bicêtre, France
- UMR-1184, INSERM, University Paris-Saclay, CEA, Faculty of Medicine, Le Kremlin-Bicêtre, France
- French National Reference Center for Antibiotic Resistance, Le Kremlin-Bicêtre, France
| | - Sandrine Bernabeu
- Department of Bacteriology-Hygiene, Bicêtre Hospital, Assistance Publique - Hôpitaux de Paris, Le Kremlin-Bicêtre, France
- UMR-1184, INSERM, University Paris-Saclay, CEA, Faculty of Medicine, Le Kremlin-Bicêtre, France
| | - Tania Goncalves
- Department of Bacteriology-Hygiene, Bicêtre Hospital, Assistance Publique - Hôpitaux de Paris, Le Kremlin-Bicêtre, France
| | - Camille Pommier
- Department of Bacteriology-Hygiene, Bicêtre Hospital, Assistance Publique - Hôpitaux de Paris, Le Kremlin-Bicêtre, France
| | - Delphine Girlich
- UMR-1184, INSERM, University Paris-Saclay, CEA, Faculty of Medicine, Le Kremlin-Bicêtre, France
| | - Aurélien Birer
- Centre National de Référence de la Résistance aux antibiotiques, Service de Bactériologie, CHU Gabriel-Montpied, Clermont-Ferrand, France
| | - Christophe Rodriguez
- Université Paris-Est-Créteil (UPEC), Créteil, France
- Department of Virology, Hôpitaux Universitaires Henri Mondor, Assistance Publique-Hôpitaux de Paris, Créteil, France
- INSERM U955, Team Viruses, Hepatology, Cancer, Créteil, France
| | - Jean-Michel Pawlotsky
- Université Paris-Est-Créteil (UPEC), Créteil, France
- Department of Virology, Hôpitaux Universitaires Henri Mondor, Assistance Publique-Hôpitaux de Paris, Créteil, France
- INSERM U955, Team Viruses, Hepatology, Cancer, Créteil, France
| | - Thierry Naas
- Department of Bacteriology-Hygiene, Bicêtre Hospital, Assistance Publique - Hôpitaux de Paris, Le Kremlin-Bicêtre, France
- UMR-1184, INSERM, University Paris-Saclay, CEA, Faculty of Medicine, Le Kremlin-Bicêtre, France
- French National Reference Center for Antibiotic Resistance, Le Kremlin-Bicêtre, France
| | - Rémy A Bonnin
- UMR-1184, INSERM, University Paris-Saclay, CEA, Faculty of Medicine, Le Kremlin-Bicêtre, France
- French National Reference Center for Antibiotic Resistance, Le Kremlin-Bicêtre, France
| | - Laurent Dortet
- Department of Bacteriology-Hygiene, Bicêtre Hospital, Assistance Publique - Hôpitaux de Paris, Le Kremlin-Bicêtre, France
- UMR-1184, INSERM, University Paris-Saclay, CEA, Faculty of Medicine, Le Kremlin-Bicêtre, France
- French National Reference Center for Antibiotic Resistance, Le Kremlin-Bicêtre, France
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16
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Li G, Zhang Y, He HL, Chen CY, Li X, Xiao Y, Yan ZB, Chu Y, Luo J, Guo XF. Evolution and distribution of rabies viruses from a panorama view. Microbiol Spectr 2023; 11:e0525722. [PMID: 37668395 PMCID: PMC10581214 DOI: 10.1128/spectrum.05257-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 07/10/2023] [Indexed: 09/06/2023] Open
Abstract
Rabies kills more than 59,000 people annually, mainly in developing countries. Previous studies on the evolution and distribution of rabies viruses (RABVs) were scattered. Here, we explore the evolution and distribution of this deadly virus from a novel panorama view. Multiple bioinformatic software tools were employed to analyze the phylogenetic diversity, evolution, spatiotemporal, and distribution of RABVs. The analyses were based on 1,202 qualified full-length genomes of RABVs and numerous literatures. Of the 10 distinct phylogenetic clades of RABV that we identified, more frequent intra- and inter-clade recombination occurs in the sequences of Asian-SEA, Arctic, and Cosmopolitan clades isolated from China, while according to existing sequence information, RABV might originate from bats (posterior probability, PP = 0.75, PP = 0.60 inferred from N and L genes, separately) in North America (PP = 0.57, PP = 0.62 inferred from N and L genes, separately). Due to the difference in evolutionary rate of N (2.22 × 10-4 subs/site/year, 95% HPD 1.99-2.47 × 10-4 subs/site/year) and L genes (1.67 × 10-4 subs/site/year, 95% HPD 1.59-1.74 × 10-4 subs/site/year), the root age was 1,406.6 (95% HPD 1,291.2-1,518.2) and 1,122.7 (95% HPD 1,052.4-1,193.9) inferred from N and L genes, separately. Among other findings, Mephitidae plays an important role in the interspecific transmission and communication of RABV, which we found tends to spread to populations genetically proximate to the host. We also identified amino acids under positive selection in different genes of different clades as well as single nucleotide variation sites important for different lineages. IMPORTANCE Rabies virus is widely distributed all over the world, and wild animals are its largest potential reservoir. Our study offers a panorama view about evolution and distribution of rabies viruses and emphasizes the need to monitor the transmission dynamics of animal rabies.
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Affiliation(s)
- Gen Li
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Yue Zhang
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Hong-Ling He
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Chang-Yi Chen
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Xin Li
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Yu Xiao
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Zhi-Bin Yan
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Ying Chu
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Jun Luo
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
| | - Xiao-Feng Guo
- College of Veterinary Medicine, South China Agricultural University, Guangzhou, China
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17
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Giovanetti M, Pinotti F, Zanluca C, Fonseca V, Nakase T, Koishi AC, Tscha M, Soares G, Dorl GG, Marques AEM, Sousa R, Adelino TER, Xavier J, de Oliveira C, Patroca S, Guimaraes NR, Fritsch H, Mares-Guia MA, Levy F, Passos PH, da Silva VL, Pereira LA, Mendonça AF, de Macêdo IL, Ribeiro de Sousa DE, Rodrigues de Toledo Costa G, Botelho de Castro M, de Souza Andrade M, de Abreu FVS, Campos FS, Iani FCDM, Pereira MA, Cavalcante KRLJ, de Freitas ARR, Campelo de Albuquerque CF, Macário EM, dos Anjos MPD, Ramos RC, Campos AAS, Pinter A, Chame M, Abdalla L, Riediger IN, Ribeiro SP, Bento AI, de Oliveira T, Freitas C, Oliveira de Moura NF, Fabri A, dos Santos Rodrigues CD, Dos Santos CC, Barreto de Almeida MA, dos Santos E, Cardoso J, Augusto DA, Krempser E, Mucci LF, Gatti RR, Cardoso SF, Fuck JAB, Lopes MGD, Belmonte IL, Mayoral Pedroso da Silva G, Soares MRF, de Castilhos MDMS, de Souza e Silva JC, Bisetto Junior A, Pouzato EG, Tanabe LS, Arita DA, Matsuo R, dos Santos Raymundo J, Silva PCL, Santana Araújo Ferreira Silva A, Samila S, Carvalho G, Stabeli R, Navegantes W, Moreira LA, Ferreira AGA, Pinheiro GG, Nunes BTD, de Almeida Medeiros DB, Cruz ACR, Venâncio da Cunha R, Van Voorhis W, Bispo de Filippis AM, Almiron M, Holmes EC, Ramos DG, Romano A, Lourenço J, Alcantara LCJ, Duarte dos Santos CN. Genomic epidemiology unveils the dynamics and spatial corridor behind the Yellow Fever virus outbreak in Southern Brazil. SCIENCE ADVANCES 2023; 9:eadg9204. [PMID: 37656782 PMCID: PMC10854437 DOI: 10.1126/sciadv.adg9204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 07/26/2023] [Indexed: 09/03/2023]
Abstract
Despite the considerable morbidity and mortality of yellow fever virus (YFV) infections in Brazil, our understanding of disease outbreaks is hampered by limited viral genomic data. Here, through a combination of phylogenetic and epidemiological models, we reconstructed the recent transmission history of YFV within different epidemic seasons in Brazil. A suitability index based on the highly domesticated Aedes aegypti was able to capture the seasonality of reported human infections. Spatial modeling revealed spatial hotspots with both past reporting and low vaccination coverage, which coincided with many of the largest urban centers in the Southeast. Phylodynamic analysis unraveled the circulation of three distinct lineages and provided proof of the directionality of a known spatial corridor that connects the endemic North with the extra-Amazonian basin. This study illustrates that genomics linked with eco-epidemiology can provide new insights into the landscape of YFV transmission, augmenting traditional approaches to infectious disease surveillance and control.
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Affiliation(s)
- Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
- Department of Science and Technology for Humans and the Environment, Università of Campus Bio-Medico di Roma, Italy
| | | | - Camila Zanluca
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Vagner Fonseca
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | - Taishi Nakase
- Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7BN, UK
| | - Andrea C. Koishi
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Marcel Tscha
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Guilherme Soares
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Gisiane Gruber Dorl
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | | | - Renato Sousa
- Laboratório de Patologia Veterinária, Hospital Veterinário UFPR, PR Brazil
| | - Talita Emile Ribeiro Adelino
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Joilson Xavier
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
- Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Carla de Oliveira
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
| | | | - Natalia Rocha Guimaraes
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Hegger Fritsch
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
- Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Flavia Levy
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Pedro Henrique Passos
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | | | - Luiz Augusto Pereira
- Laboratório Central de Saúde Pública Dr Giovanni Cysneiros, Goiânia, Goiás, Brazil
| | - Ana Flávia Mendonça
- Laboratório Central de Saúde Pública Dr Giovanni Cysneiros, Goiânia, Goiás, Brazil
| | - Isabel Luana de Macêdo
- Veterinary Pathology Laboratory, Campus Darcy Ribeiro, University of Brasília, Brasília, DF 70636- 200, Brazil
| | | | | | - Marcio Botelho de Castro
- Veterinary Pathology Laboratory, Campus Darcy Ribeiro, University of Brasília, Brasília, DF 70636- 200, Brazil
- Graduate Program in Animal Sciences, College of Agronomy and Veterinary Medicine, University of Brasília, Brasília, DF 70910-900, Brazil
| | - Miguel de Souza Andrade
- Baculovirus Laboratory, Department of Cell Biology, Institute of Biological Sciences, University of Brasilia, Brasília 70910-900, DF, Brazil
| | | | - Fabrício Souza Campos
- Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre 90035-003, RS, Brazil
| | - Felipe Campos de Melo Iani
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Maira Alves Pereira
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | | | | | | | | | - Marlei Pickler Debiasi dos Anjos
- Laboratorio central de Saude Publica de Santa Catarina, Superintendência de Vigilância em Saúde – SES – Santa Catarina, South Brazil
| | - Rosane Campanher Ramos
- Laboratório Central de Saúde Pública do Estado do Rio Grande do Sul, Superintendência de Vigilância em Saúde – SES – Santa Catarina, South Brazil
| | | | - Adriano Pinter
- Departamento de Medicina Veterinária Preventiva e Saúde Animal, Faculdade de Medicina Veterinária e Zootecnia, Universidade de São Paulo, São Paulo, 05508-000, Brazil
| | - Marcia Chame
- Oswaldo Cruz Foundation, Biodiversity, Wildlife Health Institutional Platform (PIBSS/Fiocruz), Rio de Janeiro, Brazil
| | - Livia Abdalla
- Oswaldo Cruz Foundation, Biodiversity, Wildlife Health Institutional Platform (PIBSS/Fiocruz), Rio de Janeiro, Brazil
| | | | - Sérvio Pontes Ribeiro
- Laboratory of Ecology of Diseases & Forests, NUPEB/ICEB, Federal University of Ouro Preto, Minas Gerais, Brazil
| | - Ana I. Bento
- Pandemic Prevention Initiative, The Rockefeller Foundation, Washington DC, USA
| | - Tulio de Oliveira
- School for Data Science and Computational Thinking, Faculty of Science and Faculty of Medicine and Health Sciences, Stellenbosch University, South Africa
| | - Carla Freitas
- Secretaria de Vigilância em Saúde, SVS, Brazilian Ministry of Health, Brasilia, Federal District, Brazil
| | | | - Allison Fabri
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | | | | | | | - Edmilson dos Santos
- Secretaria Estadual de Saúde do Rio Grande do Sul, Centro Estadual de Vigilância em Saúde, Porto Alegre, RS, Brazil
| | - Jader Cardoso
- Secretaria Estadual de Saúde do Rio Grande do Sul, Centro Estadual de Vigilância em Saúde, Porto Alegre, RS, Brazil
| | - Douglas Adriano Augusto
- Plataforma Institucional Biodiversidade e Saúde Silvestre - Centro de Informação em Saúde Silvestre (CISS) - Fiocruz/RJ, Avenida Brasil, 4365. Manguinhos - Rio de Janeiro - RJ Cep: 21.040-360
| | - Eduardo Krempser
- Plataforma Institucional Biodiversidade e Saúde Silvestre - Centro de Informação em Saúde Silvestre (CISS) - Fiocruz/RJ, Avenida Brasil, 4365. Manguinhos - Rio de Janeiro - RJ Cep: 21.040-360
| | - Luís Filipe Mucci
- Secretaria da Saúde (São Paulo - Estado), Av Dr. Enéas Carvalho de Aguiar, 188 - Cerqueira César, São Paulo - SP, 05403-000, Brazil
- Coordenadoria de Controle de Doenças (CCD), Av. Dr. Enéas Carvalho de Aguiar, 188 - Cerqueira César, São Paulo - SP, 05403-000, Brazil
- Instituto Pasteur (IP), Av. Paulista, 363 Cerqueira Cesar – São Paulo- SP – CEP:01311-000
| | - Renata Rispoli Gatti
- Secretaria de Estado da Saude de Santa Catarina, R. Esteves Júnior, 160 - Centro, Florianópolis - SC, 88015-130, Brazil
| | - Sabrina Fernandes Cardoso
- Secretaria de Estado da Saude de Santa Catarina, R. Esteves Júnior, 160 - Centro, Florianópolis - SC, 88015-130, Brazil
- Department of Cell Biology, Embryology and Genetics, Federal University of Santa Catarina (UFSC), Florianópolis, Brazil
| | - João Augusto Brancher Fuck
- Diretoria de Vigilância Epidemiológica da Secretaria de Estado da Saúde de Santa Catarina, R. Esteves Júnior, 160 - Centro, Florianópolis - SC, 88015-130, Brazil
| | - Maria Goretti David Lopes
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Ivana Lucia Belmonte
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | | | | | | | | | - Alceu Bisetto Junior
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Emanuelle Gemin Pouzato
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Laurina Setsuko Tanabe
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Daniele Akemi Arita
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Ricardo Matsuo
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | | | | | | | - Sandra Samila
- Secretaria de Estado da Saúde do Paraná, Brazil, R. Piquiri, 170 - Rebouças, Curitiba - PR, 80230-140
| | - Glauco Carvalho
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Rodrigo Stabeli
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | - Wildo Navegantes
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | - Luciano Andrade Moreira
- Mosquitos Vetores: Endossimbiontes e Interação Patógeno-Vetor, Instituto René Rachou–Fiocruz, Belo Horizonte 30190-002, MG, Brazil
| | - Alvaro Gil A. Ferreira
- Mosquitos Vetores: Endossimbiontes e Interação Patógeno-Vetor, Instituto René Rachou–Fiocruz, Belo Horizonte 30190-002, MG, Brazil
| | | | | | | | | | | | - Wes Van Voorhis
- Center for Emerging and Re-emerging Infectious Diseases (CERID), University of Washington, Seattle, WA, USA
| | | | - Maria Almiron
- Pan American Health Organization/World Health Organization, Washington, DC, USA
| | - Edward C. Holmes
- Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Life and Environmental Sciences and School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | - Daniel Garkauskas Ramos
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | - Alessandro Romano
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | - José Lourenço
- BioISI (Biosystems and Integrative Sciences Institute), Faculdade de Ciências da Universidade de Lisboa, Campo Grande, 1749-016 Lisboa Portugal
| | - Luiz Carlos Junior Alcantara
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil
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18
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Nnamani EI, Spruill-Harrell B, Williams EP, Taylor MK, Owen RD, Jonsson CB. Deep Sequencing to Reveal Phylo-Geographic Relationships of Juquitiba Virus in Paraguay. Viruses 2023; 15:1798. [PMID: 37766205 PMCID: PMC10537311 DOI: 10.3390/v15091798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/18/2023] [Accepted: 08/21/2023] [Indexed: 09/29/2023] Open
Abstract
Several hantaviruses result in zoonotic infections of significant public health concern, causing hemorrhagic fever with renal syndrome (HFRS) or hantavirus cardiopulmonary syndrome (HCPS) in the Old and New World, respectively. Given a 35% case fatality rate, disease-causing New World hantaviruses require a greater understanding of their biology, genetic diversity, and geographical distribution. Juquitiba hantaviruses have been identified in Oligoryzomys nigripes in Brazil, Paraguay, and Uruguay. Brazil has reported the most HCPS cases associated with this virus. We used a multiplexed, amplicon-based PCR strategy to screen and deep-sequence the virus harbored within lung tissues collected from Oligoryzomys species during rodent field collections in southern (Itapúa) and western (Boquerón) Paraguay. No Juquitiba-like hantaviruses were identified in Boquerón. Herein, we report the full-length S and M segments of the Juquitiba hantaviruses identified in Paraguay from O. nigripes. We also report the phylogenetic relationships of the Juquitiba hantaviruses in rodents collected from Itapúa with those previously collected in Canindeyú. We showed, using the TN93 nucleotide substitution model, the coalescent (constant-size) population tree model, and Bayesian inference implemented in the Bayesian evolutionary analysis by sampling trees (BEAST) framework, that the Juquitiba virus lineage in Itapúa is distinct from that in Canindeyú. Our spatiotemporal analysis showed significantly different time to the most recent ancestor (TMRA) estimates between the M and S segments, but a common geographic origin. Our estimates suggest the additional geographic diversity of the Juquitiba virus within the Interior Atlantic Forest and highlight the need for more extensive sampling across this biome.
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Affiliation(s)
- Evans Ifebuche Nnamani
- Department of Microbiology, Immunology, and Biochemistry, College of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA; (E.I.N.); (B.S.-H.); (E.P.W.); (M.K.T.)
| | - Briana Spruill-Harrell
- Department of Microbiology, Immunology, and Biochemistry, College of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA; (E.I.N.); (B.S.-H.); (E.P.W.); (M.K.T.)
| | - Evan Peter Williams
- Department of Microbiology, Immunology, and Biochemistry, College of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA; (E.I.N.); (B.S.-H.); (E.P.W.); (M.K.T.)
| | - Mariah K. Taylor
- Department of Microbiology, Immunology, and Biochemistry, College of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA; (E.I.N.); (B.S.-H.); (E.P.W.); (M.K.T.)
| | - Robert D. Owen
- Centro Para El Desarrollo de Investigación Científica, Asunción C.P. 1255, Paraguay;
| | - Colleen B. Jonsson
- Department of Microbiology, Immunology, and Biochemistry, College of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, USA; (E.I.N.); (B.S.-H.); (E.P.W.); (M.K.T.)
- Regional Biocontainment Laboratory, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Institute for the Study of Host-Pathogen Systems, University of Tennessee Health Science Center, Memphis, TN 38163, USA
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19
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Ovchinnikov IV, McCann B. Mitogenomes revealed the history of bison colonization of Northern Plains after the Last Glacial Maximum. Sci Rep 2023; 13:11417. [PMID: 37452114 PMCID: PMC10349043 DOI: 10.1038/s41598-023-37599-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 06/23/2023] [Indexed: 07/18/2023] Open
Abstract
American bison demonstrated differential patterns of extinction, survival, and expansion since the terminal Pleistocene. We determined population dynamics of the Northern Great Plains bison using 40 mitochondrial genomes from radiocarbon dated remains with the age ranging from 12,226 to 167 calibrated years before present. Population dynamics correlated with environmental and anthropogenic factors and was characterized by three primary periods: terminal Pleistocene population growth starting 14,000 years ago, mid Holocene demographic stability between 6700 and 2700 years ago, and late Holocene population decline in the last 2700 years. Most diversification of mtDNA haplotypes occurred in the early Holocene when bison colonized new territories opened by retreating ice sheets. Holocene mtDNA lineages were not found in modern bison and lacked association with archaeological sites and morphological forms.
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Affiliation(s)
- Igor V Ovchinnikov
- Department of Biology, University of North Dakota, Grand Forks, ND, USA.
| | - Blake McCann
- Theodore Roosevelt National Park, Medora, ND, USA
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20
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Orf GS, Pérez LJ, Ciuoderis K, Cardona A, Villegas S, Hernández-Ortiz JP, Baele G, Mohaimani A, Osorio JE, Berg MG, Cloherty GA. The Principles of SARS-CoV-2 Intervariant Competition Are Exemplified in the Pre-Omicron Era of the Colombian Epidemic. Microbiol Spectr 2023; 11:e0534622. [PMID: 37191534 PMCID: PMC10269686 DOI: 10.1128/spectrum.05346-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 04/25/2023] [Indexed: 05/17/2023] Open
Abstract
The first 18 months of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections in Colombia were characterized by three epidemic waves. During the third wave, from March through August 2021, intervariant competition resulted in Mu replacing Alpha and Gamma. We employed Bayesian phylodynamic inference and epidemiological modeling to characterize the variants in the country during this period of competition. Phylogeographic analysis indicated that Mu did not emerge in Colombia but acquired increased fitness there through local transmission and diversification, contributing to its export to North America and Europe. Despite not having the highest transmissibility, Mu's genetic composition and ability to evade preexisting immunity facilitated its domination of the Colombian epidemic landscape. Our results support previous modeling studies demonstrating that both intrinsic factors (transmissibility and genetic diversity) and extrinsic factors (time of introduction and acquired immunity) influence the outcome of intervariant competition. This analysis will help set practical expectations about the inevitable emergences of new variants and their trajectories. IMPORTANCE Before the appearance of the Omicron variant in late 2021, numerous SARS-CoV-2 variants emerged, were established, and declined, often with different outcomes in different geographic areas. In this study, we considered the trajectory of the Mu variant, which only successfully dominated the epidemic landscape of a single country: Colombia. We demonstrate that Mu competed successfully there due to its early and opportune introduction time in late 2020, combined with its ability to evade immunity granted by prior infection or the first generation of vaccines. Mu likely did not effectively spread outside of Colombia because other immune-evading variants, such as Delta, had arrived in those locales and established themselves first. On the other hand, Mu's early spread within Colombia may have prevented the successful establishment of Delta there. Our analysis highlights the geographic heterogeneity of early SARS-CoV-2 variant spread and helps to reframe the expectations for the competition behaviors of future variants.
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Affiliation(s)
- Gregory S. Orf
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Illinois, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
| | - Lester J. Pérez
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Illinois, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
| | - Karl Ciuoderis
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
- UW-GHI One Health Colombia, Universidad Nacional de Colombia Sede en Medellín, Medellín, Colombia
| | - Andrés Cardona
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
- UW-GHI One Health Colombia, Universidad Nacional de Colombia Sede en Medellín, Medellín, Colombia
| | - Simón Villegas
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
- UW-GHI One Health Colombia, Universidad Nacional de Colombia Sede en Medellín, Medellín, Colombia
| | - Juan P. Hernández-Ortiz
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
- UW-GHI One Health Colombia, Universidad Nacional de Colombia Sede en Medellín, Medellín, Colombia
| | - Guy Baele
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Evolutionary Virology, Rega Institute, KU Leuven, Leuven, Belgium
| | - Aurash Mohaimani
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Illinois, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
| | - Jorge E. Osorio
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
- UW-GHI One Health Colombia, Universidad Nacional de Colombia Sede en Medellín, Medellín, Colombia
- UW-GHI One Health Colombia, University of Wisconsin—Madison, Madison, Wisconsin, USA
| | - Michael G. Berg
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Illinois, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
| | - Gavin A. Cloherty
- Infectious Disease Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, Illinois, USA
- Abbott Pandemic Defense Coalition (APDC), Abbott Park, Illinois, USA
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21
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Vazquez C, Alcantara LCJ, Fonseca V, Lima M, Xavier J, Adelino T, Fritsch H, Castro E, de Oliveira C, Schuab G, Lima ARJ, Villalba S, Gomez de la Fuente A, Rojas A, Cantero C, Fleitas F, Aquino C, Ojeda A, Sequera G, Torales J, Barrios J, Elias MC, Iani FCM, Ortega MJ, Gamarra ML, Montoya R, Rodrigues ES, Kashima S, Sampaio SC, Coluchi N, Leite J, Gresh L, Franco L, Lourenço J, Rico JM, Bispo de Filippis AM, Giovanetti M. Retrospective Spatio-Temporal Dynamics of Dengue Virus 1, 2 and 4 in Paraguay. Viruses 2023; 15:1275. [PMID: 37376575 DOI: 10.3390/v15061275] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 05/06/2023] [Accepted: 05/08/2023] [Indexed: 06/29/2023] Open
Abstract
Dengue virus (DENV) has been a major public health concern in Paraguay, with frequent outbreaks occurring since early 1988. Although control measures have been implemented, dengue remains a significant health threat in the country, and continued efforts are required for prevention and control. In response to that, in collaboration with the Central Public Health Laboratory in Asunción, we conducted a portable whole-genome sequencing and phylodynamic analysis to investigate DENV viral strains circulating in Paraguay over the past epidemics. Our genomic surveillance activities revealed the co-circulation of multiple DENV serotypes: DENV-1 genotype V, the emerging DENV-2 genotype III, BR4-L2 clade, and DENV-4 genotype II. Results additionally highlight the possible role of Brazil as a source for the international dispersion of different viral strains to other countries in the Americas emphasizing the need for increased surveillance across the borders, for the early detection and response to outbreaks. This, in turn, emphasizes the critical role of genomic surveillance in monitoring and understanding arbovirus transmission and persistence locally and over long distances.
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Affiliation(s)
- Cynthia Vazquez
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | | | - Vagner Fonseca
- Organização Pan-Americana da Saúde, Organização Mundial da Saúde, Brasília 70-800400, SP, Brazil
| | - Mauricio Lima
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, MG, Brazil
- Laboratorio Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte 30510-010, MG, Brazil
| | - Joilson Xavier
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, MG, Brazil
- Laboratorio Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte 30510-010, MG, Brazil
| | - Talita Adelino
- Laboratorio Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte 30510-010, MG, Brazil
| | - Hegger Fritsch
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, MG, Brazil
- Laboratorio Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte 30510-010, MG, Brazil
| | - Emerson Castro
- Laboratorio Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte 30510-010, MG, Brazil
| | - Carla de Oliveira
- Laboratório de Arbovírus e Vírus Hemorrágicos (LARBOH), Instituto Osawldo Cruz, Fiocruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Gabriel Schuab
- Laboratório de Arbovírus e Vírus Hemorrágicos (LARBOH), Instituto Osawldo Cruz, Fiocruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Alex Ranieri Jerônimo Lima
- Butantan Institute, Center for Viral Surveillance and Serological Assessment (CeVIVAS), Sao Paulo 05507-000, SP, Brazil
| | | | | | - Analia Rojas
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | - Cesar Cantero
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | - Fatima Fleitas
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | - Carolina Aquino
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | - Andrea Ojeda
- Dirección General de Vigilancia de la Salud, Asunción 40556, Paraguay
| | - Guillermo Sequera
- Dirección General de Vigilancia de la Salud, Asunción 40556, Paraguay
| | - Juan Torales
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | - Julio Barrios
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | - Maria Carolina Elias
- Butantan Institute, Center for Viral Surveillance and Serological Assessment (CeVIVAS), Sao Paulo 05507-000, SP, Brazil
| | - Felipe C M Iani
- Laboratorio Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte 30510-010, MG, Brazil
| | | | | | - Romeo Montoya
- Enfermedades Trasmisibles y Determinantes Ambientales de la Salud CDE/HA/PHE, OPS/OMS, Asuncion 40126, Paraguay
| | - Evandra Strazza Rodrigues
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto 14051-140, SP, Brazil
| | - Simone Kashima
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto 14051-140, SP, Brazil
| | - Sandra Coccuzzo Sampaio
- Butantan Institute, Center for Viral Surveillance and Serological Assessment (CeVIVAS), Sao Paulo 05507-000, SP, Brazil
| | - Norma Coluchi
- Laboratorio Central de Salud Pública, Asunción 001535, Paraguay
| | - Juliana Leite
- Emergency Department, Infectious Hazards Management, Pan American Health Organization, Washington, DC 20037, USA
| | - Lionel Gresh
- Emergency Department, Infectious Hazards Management, Pan American Health Organization, Washington, DC 20037, USA
| | - Leticia Franco
- Emergency Department, Infectious Hazards Management, Pan American Health Organization, Washington, DC 20037, USA
| | - José Lourenço
- Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal
| | - Jairo Mendez Rico
- Emergency Department, Infectious Hazards Management, Pan American Health Organization, Washington, DC 20037, USA
| | - Ana Maria Bispo de Filippis
- Laboratório de Arbovírus e Vírus Hemorrágicos (LARBOH), Instituto Osawldo Cruz, Fiocruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Marta Giovanetti
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, MG, Brazil
- Sciences and Technologies for Sustainable Development and One Health, University of Campus Bio-Medico, 00128 Rome, Italy
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22
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He G, Wang M, Miao L, Chen J, Zhao J, Sun Q, Duan S, Wang Z, Xu X, Sun Y, Liu Y, Liu J, Wang Z, Wei L, Liu C, Ye J, Wang L. Multiple founding paternal lineages inferred from the newly-developed 639-plex Y-SNP panel suggested the complex admixture and migration history of Chinese people. Hum Genomics 2023; 17:29. [PMID: 36973821 PMCID: PMC10045532 DOI: 10.1186/s40246-023-00476-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 03/15/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Non-recombining regions of the Y-chromosome recorded the evolutionary traces of male human populations and are inherited haplotype-dependently and male-specifically. Recent whole Y-chromosome sequencing studies have identified previously unrecognized population divergence, expansion and admixture processes, which promotes a better understanding and application of the observed patterns of Y-chromosome genetic diversity. RESULTS Here, we developed one highest-resolution Y-chromosome single nucleotide polymorphism (Y-SNP) panel targeted for uniparental genealogy reconstruction and paternal biogeographical ancestry inference, which included 639 phylogenetically informative SNPs. We genotyped these loci in 1033 Chinese male individuals from 33 ethnolinguistically diverse populations and identified 256 terminal Y-chromosomal lineages with frequency ranging from 0.0010 (singleton) to 0.0687. We identified six dominant common founding lineages associated with different ethnolinguistic backgrounds, which included O2a2b1a1a1a1a1a1a1-M6539, O2a1b1a1a1a1a1a1-F17, O2a2b1a1a1a1a1b1a1b-MF15397, O2a2b2a1b1-A16609, O1b1a1a1a1b2a1a1-F2517, and O2a2b1a1a1a1a1a1-F155. The AMOVA and nucleotide diversity estimates revealed considerable differences and high genetic diversity among ethnolinguistically different populations. We constructed one representative phylogenetic tree among 33 studied populations based on the haplogroup frequency spectrum and sequence variations. Clustering patterns in principal component analysis and multidimensional scaling results showed a genetic differentiation between Tai-Kadai-speaking Li, Mongolic-speaking Mongolian, and other Sinitic-speaking Han Chinese populations. Phylogenetic topology inferred from the BEAST and Network relationships reconstructed from the popART further showed the founding lineages from culturally/linguistically diverse populations, such as C2a/C2b was dominant in Mongolian people and O1a/O1b was dominant in island Li people. We also identified many lineages shared by more than two ethnolinguistically different populations with a high proportion, suggesting their extensive admixture and migration history. CONCLUSIONS Our findings indicated that our developed high-resolution Y-SNP panel included major dominant Y-lineages of Chinese populations from different ethnic groups and geographical regions, which can be used as the primary and powerful tool for forensic practice. We should emphasize the necessity and importance of whole sequencing of more ethnolinguistically different populations, which can help identify more unrecognized population-specific variations for the promotion of Y-chromosome-based forensic applications.
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Affiliation(s)
- Guanglin He
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China.
| | - Mengge Wang
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Lei Miao
- National Engineering Laboratory for Forensic Science, Key Laboratory of Forensic Genetics of Ministry of Public Security, Institute of Forensic Science, Ministry of Public Security, Beijing, 100038, China
| | - Jing Chen
- School of Forensic Medicine, Shanxi Medical University, Jinzhong, 030001, China
| | - Jie Zhao
- National Engineering Laboratory for Forensic Science, Key Laboratory of Forensic Genetics of Ministry of Public Security, Institute of Forensic Science, Ministry of Public Security, Beijing, 100038, China
| | - Qiuxia Sun
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- Department of Forensic Medicine, College of Basic Medicine, Chongqing Medical University, Chongqing, 400331, China
| | - Shuhan Duan
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Basic Medical Sciences, North Sichuan Medical College, Nanchong, 637000, China
| | - Zhiyong Wang
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Forensic Medicine, Kunming Medical University, Kunming, 650500, China
| | - Xiaofei Xu
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
| | - Yuntao Sun
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Yan Liu
- Institute of Rare Diseases, West China Hospital of Sichuan University, Sichuan University, Chengdu, 610041, China
- School of Basic Medical Sciences, North Sichuan Medical College, Nanchong, 637000, China
| | - Jing Liu
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Zheng Wang
- Institute of Forensic Medicine, West China School of Basic Science and Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - Lanhai Wei
- School of Ethnology and Anthropology, Inner Mongolia Normal University, Hohhot, 010028, Inner Mongolia, China
| | - Chao Liu
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, 510275, China
- Guangzhou Key Laboratory of Forensic Multi-Omics for Precision Identification, School of Forensic Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Jian Ye
- National Engineering Laboratory for Forensic Science, Key Laboratory of Forensic Genetics of Ministry of Public Security, Institute of Forensic Science, Ministry of Public Security, Beijing, 100038, China.
| | - Le Wang
- National Engineering Laboratory for Forensic Science, Key Laboratory of Forensic Genetics of Ministry of Public Security, Institute of Forensic Science, Ministry of Public Security, Beijing, 100038, China.
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23
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Deng YP, Wang W, Fu YT, Nie Y, Xie Y, Liu GH. Morphological and molecular evidence reveals a new species of chewing louse Pancola ailurus n. sp. (Phthiraptera: Trichodectidae) from the endangered Chinese red panda Ailurus styani. Int J Parasitol Parasites Wildl 2022; 20:31-38. [PMID: 36619891 PMCID: PMC9811220 DOI: 10.1016/j.ijppaw.2022.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 12/21/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022]
Abstract
Lice are six-legged, wingless, insect parasites of mammals and birds, and include two main functional groups: blood-sucking lice and chewing lice. However, it is still not clear whether the Chinese red panda Ailurus styani is infested with the parasitic louse. In the present study, we describe a new genus and a species of chewing louse, Pancola ailurus (Phthiraptera: Trichodectidae) based on morphological and molecular datasets. The morphological features showed that Pancola is closer to Paratrichodectes. The genetic divergence of cox1 and 12S rRNA among the Pancola ailurus n. sp. and other Trichodectidae lice was 29.7 - 34.6% and 38.9 - 43.6%, respectively. Phylogenetic analyses based on the available mitochondrial gene sequences showed that P. ailurus n. sp. is more closely related to Trichodectes canis and Geomydoecus aurei than to Felicola subrostratus and together nested within the family Trichodectidae. This study is the first record of parasitic lice from the endangered Chinese red panda A. styani and highlights the importance of integrating morphological and molecular datasets for the identification and discrimination of new louse species.
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Affiliation(s)
- Yuan-Ping Deng
- Research Center for Parasites & Vectors, College of Veterinary Medicine, Hunan Agricultural University, Changsha, Hunan Province, 410128, China
| | - Wei Wang
- The Centre for Bioinnovation, School of Science and Engineering, University of the Sunshine Coast, Sippy Downs, QLD, 4556, Australia
| | - Yi-Tian Fu
- Research Center for Parasites & Vectors, College of Veterinary Medicine, Hunan Agricultural University, Changsha, Hunan Province, 410128, China
| | - Yu Nie
- Research Center for Parasites & Vectors, College of Veterinary Medicine, Hunan Agricultural University, Changsha, Hunan Province, 410128, China
| | - Yue Xie
- Department of Parasitology, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, Sichuan Province, 611130, China,Corresponding author.
| | - Guo-Hua Liu
- Research Center for Parasites & Vectors, College of Veterinary Medicine, Hunan Agricultural University, Changsha, Hunan Province, 410128, China,Corresponding author.
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24
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Lamarca AP, de Almeida LGP, Francisco RDS, Cavalcante L, Brustolini O, Gerber AL, Guimarães APDC, de Oliveira TH, dos Santos Nascimento ÉR, Policarpo C, de Souza IV, de Carvalho EM, Ribeiro MS, Carvalho S, Dias da Silva F, de Oliveira Garcia MH, de Souza LM, Da Silva CG, Ribeiro CLP, Cavalcanti AC, de Mello CMB, Tanuri A, Vasconcelos ATRD. Phylodynamic analysis of SARS-CoV-2 spread in Rio de Janeiro, Brazil, highlights how metropolitan areas act as dispersal hubs for new variants. Microb Genom 2022; 8. [DOI: 10.1099/mgen.0.000859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
During the first semester of 2021, all of Brazil has suffered an intense wave of COVID-19 associated with the Gamma variant. In July, the first cases of Delta variant were detected in the state of Rio de Janeiro. In this work, we have employed phylodynamic methods to analyse more than 1 600 genomic sequences of Delta variant collected until September in Rio de Janeiro to reconstruct how this variant has surpassed Gamma and dispersed throughout the state. After the introduction of Delta, it has initially spread mostly in the homonymous city of Rio de Janeiro, the most populous of the state. In a second stage, dispersal occurred to mid- and long-range cities, which acted as new close-range hubs for spread. We observed that the substitution of Gamma by Delta was possibly caused by its higher viral load, a proxy for transmissibility. This variant turnover prompted a new surge in cases, but with lower lethality than was observed during the peak caused by Gamma. We reason that high vaccination rates in the state of Rio de Janeiro were possibly what prevented a higher number of deaths.
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Affiliation(s)
- Alessandra Pavan Lamarca
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Luiz G. P. de Almeida
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | | | - Liliane Cavalcante
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Otávio Brustolini
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Alexandra L. Gerber
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | | | - Thiago Henrique de Oliveira
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Cintia Policarpo
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - Silvia Carvalho
- Secretaria Estadual de Saúde do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | | | - Andréa Cony Cavalcanti
- Departamento de Virologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Laboratório Central de Saúde Pública Noel Nutels, Rio de Janeiro, Brazil
| | | | - Amilcar Tanuri
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
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25
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Giovanetti M, Slavov SN, Fonseca V, Wilkinson E, Tegally H, Patané JSL, Viala VL, San EJ, Rodrigues ES, Santos EV, Aburjaile F, Xavier J, Fritsch H, Adelino TER, Pereira F, Leal A, Iani FCDM, de Carvalho Pereira G, Vazquez C, Sanabria GME, Oliveira ECD, Demarchi L, Croda J, Dos Santos Bezerra R, Paola Oliveira de Lima L, Martins AJ, Renata Dos Santos Barros C, Marqueze EC, de Souza Todao Bernardino J, Moretti DB, Brassaloti RA, de Lello Rocha Campos Cassano R, Mariani PDSC, Kitajima JP, Santos B, Proto-Siqueira R, Cantarelli VV, Tosta S, Nardy VB, Reboredo de Oliveira da Silva L, Gómez MKA, Lima JG, Ribeiro AA, Guimarães NR, Watanabe LT, Barbosa Da Silva L, da Silva Ferreira R, da Penha MPF, Ortega MJ, de la Fuente AG, Villalba S, Torales J, Gamarra ML, Aquino C, Figueredo GPM, Fava WS, Motta-Castro ARC, Venturini J, do Vale Leone de Oliveira SM, Gonçalves CCM, do Carmo Debur Rossa M, Becker GN, Giacomini MP, Marques NQ, Riediger IN, Raboni S, Mattoso G, Cataneo AD, Zanluca C, Duarte Dos Santos CN, Assato PA, Allan da Silva da Costa F, Poleti MD, Lesbon JCC, Mattos EC, Banho CA, Sacchetto L, Moraes MM, Grotto RMT, Souza-Neto JA, Nogueira ML, Fukumasu H, Coutinho LL, Calado RT, Neto RM, Bispo de Filippis AM, Venancio da Cunha R, Freitas C, Peterka CRL, de Fátima Rangel Fernandes C, Navegantes W, do Carmo Said RF, Campelo de A E Melo CF, Almiron M, Lourenço J, de Oliveira T, Holmes EC, Haddad R, Sampaio SC, Elias MC, Kashima S, Junior de Alcantara LC, Covas DT. Genomic epidemiology of the SARS-CoV-2 epidemic in Brazil. Nat Microbiol 2022; 7:1490-1500. [PMID: 35982313 PMCID: PMC9417986 DOI: 10.1038/s41564-022-01191-z] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 06/28/2022] [Indexed: 01/01/2023]
Abstract
The high numbers of COVID-19 cases and deaths in Brazil have made Latin America an epicentre of the pandemic. SARS-CoV-2 established sustained transmission in Brazil early in the pandemic, but important gaps remain in our understanding of virus transmission dynamics at a national scale. We use 17,135 near-complete genomes sampled from 27 Brazilian states and bordering country Paraguay. From March to November 2020, we detected co-circulation of multiple viral lineages that were linked to multiple importations (predominantly from Europe). After November 2020, we detected large, local transmission clusters within the country. In the absence of effective restriction measures, the epidemic progressed, and in January 2021 there was emergence and onward spread, both within and abroad, of variants of concern and variants under monitoring, including Gamma (P.1) and Zeta (P.2). We also characterized a genomic overview of the epidemic in Paraguay and detected evidence of importation of SARS-CoV-2 ancestor lineages and variants of concern from Brazil. Our findings show that genomic surveillance in Brazil enabled assessment of the real-time spread of emerging SARS-CoV-2 variants.
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Affiliation(s)
- Marta Giovanetti
- Laboratório de Flavivirus, Fundacao Oswaldo Cruz, Rio de Janeiro, Brazil
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Department of Science and Technology for Humans and the Environment, University of Campus Bio-Medico di Roma, Rome, Italy
| | - Svetoslav Nanev Slavov
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
- Butantan Institute, São Paulo, Brazil
| | - Vagner Fonseca
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Pan American Health Organization (PAHO)/World Health Organization (WHO), Brasilia, Distrito Federal, Brazil
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Eduan Wilkinson
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Houriiyah Tegally
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | | | | | - Emmanuel James San
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Evandra Strazza Rodrigues
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Elaine Vieira Santos
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Flavia Aburjaile
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Joilson Xavier
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Hegger Fritsch
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Talita Emile Ribeiro Adelino
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Felicidade Pereira
- Laboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil
| | - Arabela Leal
- Laboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil
| | - Felipe Campos de Melo Iani
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Glauco de Carvalho Pereira
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | | | - Gladys Mercedes Estigarribia Sanabria
- Laboratório Central de Salud Pública, Asunción, Paraguay
- Instituto Regional de Investigación em Salud, Universidad Nacional del Caaguazú, Caaguazú, Paraguay
- Laboratório de Biología Molecular, Hospital Regional de Coronel Oviedo, Ministerio de Salud Pública y Bienestar Social, Asunción, Paraguay
| | | | - Luiz Demarchi
- Laboratório Central de Saúde Pública do Estado de Mato Grosso do Sul (LACEN-MS), Campo Grande, Mato Grosso do Sul, Brazil
| | - Julio Croda
- Universidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil
| | - Rafael Dos Santos Bezerra
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | | | | | | | | | | | | | | | | | | | | | | | | | - Vlademir Vicente Cantarelli
- Universidade Federal de Ciencias da Saúde de Porto Alegre (UFCSPA), Universidade Feevale, Grupo Exame Laboratórios, Rio Grande do Sul, Brazil
| | - Stephane Tosta
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Laboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil
| | - Vanessa Brandão Nardy
- Laboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil
| | | | | | - Jaqueline Gomes Lima
- Laboratório Central de Saúde Pública do Estado da Bahia (LACEN-BA), Salvador, Bahia, Brazil
| | - Adriana Aparecida Ribeiro
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Natália Rocha Guimarães
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Luiz Takao Watanabe
- Laboratório Central de Saúde Pública do Estado de Mato Grosso (LACEN-MT), Cuiabá, Mato Grosso, Brazil
| | - Luana Barbosa Da Silva
- Laboratório Central de Saúde Pública do Estado de Mato Grosso (LACEN-MT), Cuiabá, Mato Grosso, Brazil
| | - Raquel da Silva Ferreira
- Laboratório Central de Saúde Pública do Estado de Mato Grosso (LACEN-MT), Cuiabá, Mato Grosso, Brazil
| | | | | | | | | | - Juan Torales
- Laboratório Central de Salud Pública, Asunción, Paraguay
| | | | | | - Gloria Patricia Martínez Figueredo
- Laboratório Central de Salud Pública, Asunción, Paraguay
- Instituto Regional de Investigación em Salud, Universidad Nacional del Caaguazú, Caaguazú, Paraguay
- Laboratório de Biología Molecular, Hospital Regional de Coronel Oviedo, Ministerio de Salud Pública y Bienestar Social, Asunción, Paraguay
| | | | | | - James Venturini
- Universidade Federal do Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil
| | | | | | | | - Guilherme Nardi Becker
- Laboratório Central de Saúde Pública do Estado do Paraná (Lacen-PR), Curitiba, Paraná, Brazil
| | | | - Nelson Quallio Marques
- Laboratório Central de Saúde Pública do Estado do Paraná (Lacen-PR), Curitiba, Paraná, Brazil
| | | | - Sonia Raboni
- Hospital de Clínicas da Universidade Federal do Paraná, Curitiba, Paraná, Brazil
| | - Gabriela Mattoso
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Allan D Cataneo
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | - Camila Zanluca
- Laboratório de Virologia Molecular, Instituto Carlos Chagas/Fiocruz-PR, Curitiba, Paraná, Brazil
| | | | - Patricia Akemi Assato
- Department of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil
| | - Felipe Allan da Silva da Costa
- Department of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil
| | - Mirele Daiana Poleti
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Jessika Cristina Chagas Lesbon
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Elisangela Chicaroni Mattos
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Cecilia Artico Banho
- Medicine School of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil
| | - Lívia Sacchetto
- Medicine School of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil
| | - Marília Mazzi Moraes
- Medicine School of São José do Rio Preto (FAMERP), São José do Rio Preto, São Paulo, Brazil
| | - Rejane Maria Tommasini Grotto
- Department of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil
- Molecular Biology Laboratory, Applied Biotechnology Laboratory, Clinical Hospital of the Botucatu Medical School, São Paulo, Brazil
| | - Jayme A Souza-Neto
- Department of Bioprocesses and Biotechnology, School of Agricultural Sciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil
| | | | - Heidge Fukumasu
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Luiz Lehmann Coutinho
- Centro de Genômica Funcional da ESALQ, University of São Paulo, Piracicaba, São Paulo, Brazil
| | - Rodrigo Tocantins Calado
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | | | | | | | - Carla Freitas
- Coordenação Geral dos Laboratórios de Saúde Pública/Secretaria de Vigilância em Saúde, Ministério da Saúde, (CGLAB/SVS-MS), Brasília, Distrito Federal, Brazil
| | - Cassio Roberto Leonel Peterka
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | - Cássia de Fátima Rangel Fernandes
- Departamento de Imunização e Doenças Transmissíveisa/Secretaria de Vigilancia em Saude, Ministerio da Saude, Brasılia, Distrito Federal, Brazil
| | - Wildo Navegantes
- Pan American Health Organization (PAHO)/World Health Organization (WHO), Brasilia, Distrito Federal, Brazil
| | | | | | - Maria Almiron
- Pan American Health Organization (PAHO)/World Health Organization (WHO), Brasilia, Distrito Federal, Brazil
| | - José Lourenço
- Department of Zoology, University of Oxford, Oxford, UK
- Biosystems and Integrative Sciences Institute, Universidade de Lisboa, Lisboa, Portugal
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
- Laboratório Central de Saúde Pública do Estado de Minas Gerais (LACEN-MG), Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Edward C Holmes
- Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Life and Environmental Sciences and School of Medical Sciences, University of Sydney, Sydney, New South Wales, Australia
| | | | | | | | - Simone Kashima
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
| | - Luiz Carlos Junior de Alcantara
- Laboratório de Flavivirus, Fundacao Oswaldo Cruz, Rio de Janeiro, Brazil.
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biologicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
| | - Dimas Tadeu Covas
- Blood Center of Ribeirão Preto, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
- Butantan Institute, São Paulo, Brazil.
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26
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Battaglia V, Agostini V, Moroni E, Colombo G, Lombardo G, Rambaldi Migliore N, Gabrieli P, Garofalo M, Gagliardi S, Gomulski LM, Ferretti L, Semino O, Malacrida AR, Gasperi G, Achilli A, Torroni A, Olivieri A. The worldwide spread of Aedes albopictus: New insights from mitogenomes. Front Genet 2022; 13:931163. [PMID: 36092930 PMCID: PMC9459080 DOI: 10.3389/fgene.2022.931163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/28/2022] [Indexed: 11/20/2022] Open
Abstract
The tiger mosquito (Aedes albopictus) is one of the most invasive species in the world and a competent vector for numerous arboviruses, thus the study and monitoring of its fast worldwide spread is crucial for global public health. The small extra-nuclear and maternally-inherited mitochondrial DNA represents a key tool for reconstructing phylogenetic and phylogeographic relationships within a species, especially when analyzed at the mitogenome level. Here the mitogenome variation of 76 tiger mosquitoes, 37 of which new and collected from both wild adventive populations and laboratory strains, was investigated. This analysis significantly improved the global mtDNA phylogeny of Ae. albopictus, uncovering new branches and sub-branches within haplogroup A1, the one involved in its recent worldwide spread. Our phylogeographic approach shows that the current distribution of tiger mosquito mitogenome variation has been strongly affected by clonal and sub-clonal founder events, sometimes involving wide geographic areas, even across continents, thus shedding light on the Asian sources of worldwide adventive populations. In particular, different starting points for the two major clades within A1 are suggested, with A1a spreading mainly along temperate areas from Japanese and Chinese sources, and A1b arising and mainly diffusing in tropical areas from a South Asian source.
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Affiliation(s)
- Vincenza Battaglia
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Vincenzo Agostini
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Elisabetta Moroni
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Giulia Colombo
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Gianluca Lombardo
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | | | - Paolo Gabrieli
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
- Department of Biosciences and Pediatric Clinical Research Center “Romeo ed Enrica Invernizzi”, University of Milan, Milan, Italy
| | - Maria Garofalo
- Molecular Biology and Transcriptomic Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Stella Gagliardi
- Molecular Biology and Transcriptomic Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Ludvik M. Gomulski
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Luca Ferretti
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Ornella Semino
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Anna R. Malacrida
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Giuliano Gasperi
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Alessandro Achilli
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Antonio Torroni
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
| | - Anna Olivieri
- Dipartimento di Biologia e Biotecnologie “L. Spallanzani”, Università di Pavia, Pavia, Italy
- *Correspondence: Anna Olivieri,
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27
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Dellicour S, Lemey P, Suchard MA, Gilbert M, Baele G. Accommodating sampling location uncertainty in continuous phylogeography. Virus Evol 2022; 8:veac041. [PMID: 35795297 PMCID: PMC9248920 DOI: 10.1093/ve/veac041] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 04/22/2022] [Accepted: 05/18/2022] [Indexed: 02/01/2023] Open
Abstract
Phylogeographic inference of the dispersal history of viral lineages offers key opportunities to tackle epidemiological questions about the spread of fast-evolving pathogens across human, animal and plant populations. In continuous space, i.e. when locations are specified by longitude and latitude, these reconstructions are however often limited by the availability or accessibility of precise sampling locations required for such spatially explicit analyses. We here review the different approaches that can be considered when genomic sequences are associated with a geographic area of sampling instead of precise coordinates. In particular, we describe and compare the approaches to define homogeneous and heterogeneous prior ranges of sampling coordinates.
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Affiliation(s)
- Simon Dellicour
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, CP160/12, 50 av. FD Roosevelt, Bruxelles 1050, Belgium
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Herestraat 49, Leuven 3000, Belgium
| | - Philippe Lemey
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Herestraat 49, Leuven 3000, Belgium
| | - Marc A Suchard
- Department of Biostatistics, Fielding School of Public Health, and Departments of Biomathematics and Human Genetics, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095-1766, USA
| | - Marius Gilbert
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, CP160/12, 50 av. FD Roosevelt, Bruxelles 1050, Belgium
| | - Guy Baele
- Department of Microbiology, Immunology and Transplantation, Laboratory of Clinical and Epidemiological Virology, Rega Institute, KU Leuven, Herestraat 49, Leuven 3000, Belgium
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28
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Giovanetti M, Slavov SN, Fonseca V, Wilkinson E, Tegally H, Patané JSL, Viala VL, San JE, Rodrigues ES, Santos EV, Aburjaile F, Xavier J, Fritsch H, Adelino TER, Pereira F, Leal A, de Melo Iani FC, de Carvalho Pereira G, Vazquez C, Mercedes Estigarribia Sanabria G, de Oliveira EC, Demarchi L, Croda J, dos Santos Bezerra R, de Lima LPO, Martins AJ, dos Santos Barros CR, Marqueze EC, de Souza Todao Bernardino J, Moretti DB, Brassaloti RA, de Lello Rocha Campos Cassano R, Mariani PDSC, Kitajima JP, Santos B, Proto-Siqueira R, Cantarelli VV, Tosta S, Nardy VB, de Oliveira da Silva LR, Kelly Astete Gómez M, Lima JG, Ribeiro AA, Guimarães NR, Watanabe LT, Da Silva LB, da Silva Ferreira R, da Penha MPF, Ortega MJ, de la Fuente AG, Villalba S, Torales J, Gamarra ML, Aquino C, Martínez Figueredo GP, Fava WS, Motta-Castro ARC, Venturini J, de Oliveira SMDVL, Gonçalves CCM, do Carmo Debur Rossa M, Becker GN, Presibella MM, Marques NQ, Riediger IN, Raboni S, Coelho GM, Cataneo AHD, Zanluca C, dos Santos CND, Assato PA, da Costa FADS, Poleti MD, Lesbon JCC, Mattos EC, Banho CA, Sacchetto L, Moraes MM, Grotto RMT, Souza-Neto JA, Nogueira ML, Fukumasu H, Coutinho LL, Calado RT, Neto RM, de Filippis AMB, da Cunha RV, Freitas C, Peterka CRL, de Fátima Rangel Fernandes C, de Araújo WN, do Carmo Said RF, Almiron M, de Albuquerque e Melo CFC, Lourenço J, de Oliveira T, Holmes EC, Haddad R, Sampaio SC, Elias MC, Kashima S, de Alcantara LCJ, Covas DT. Genomic epidemiology reveals the impact of national and international restrictions measures on the SARS-CoV-2 epidemic in Brazil. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2022:2021.10.07.21264644. [PMID: 35378755 PMCID: PMC8978948 DOI: 10.1101/2021.10.07.21264644] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Brazil has experienced some of the highest numbers of COVID-19 cases and deaths globally and from May 2021 made Latin America a pandemic epicenter. Although SARS-CoV-2 established sustained transmission in Brazil early in the pandemic, important gaps remain in our understanding of virus transmission dynamics at the national scale. Here, we describe the genomic epidemiology of SARS-CoV-2 using near-full genomes sampled from 27 Brazilian states and a bordering country - Paraguay. We show that the early stage of the pandemic in Brazil was characterised by the co-circulation of multiple viral lineages, linked to multiple importations predominantly from Europe, and subsequently characterized by large local transmission clusters. As the epidemic progressed under an absence of effective restriction measures, there was a local emergence and onward international spread of Variants of Concern (VOC) and Variants Under Monitoring (VUM), including Gamma (P.1) and Zeta (P.2). In addition, we provide a preliminary genomic overview of the epidemic in Paraguay, showing evidence of importation from Brazil. These data reinforce the usefulness and need for the implementation of widespread genomic surveillance in South America as a toolkit for pandemic monitoring that provides a means to follow the real-time spread of emerging SARS-CoV-2 variants with possible implications for public health and immunization strategies.
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Affiliation(s)
- Marta Giovanetti
- Laboratório de Flavivírus, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Svetoslav Nanev Slavov
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
- Butantan Institute, São Paulo, Brazil
| | - Vagner Fonseca
- Laboratório de Flavivírus, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Coordenação Geral de Laboratórios de Saúde Pública/Secretaria de Vigilância em Saúde, Ministério da Saúde (CGLAB/SVS-MS) Brasília, Distrito Federal, Brazil
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University; Stellenbosch, South Africa
| | - Eduan Wilkinson
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University; Stellenbosch, South Africa
| | - Houriiyah Tegally
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University; Stellenbosch, South Africa
| | | | | | - James Emmanuel San
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University; Stellenbosch, South Africa
| | - Evandra Strazza Rodrigues
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Elaine Vieira Santos
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Flavia Aburjaile
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Joilson Xavier
- Laboratório de Flavivírus, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Hegger Fritsch
- Laboratório de Flavivírus, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Talita Emile Ribeiro Adelino
- Laboratório de Flavivírus, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Felicidade Pereira
- Laboratorio Central de Saude Publica da Bahia–LACEN-BA, Salvador, Bahia, Brazil
| | - Arabela Leal
- Laboratorio Central de Saude Publica da Bahia–LACEN-BA, Salvador, Bahia, Brazil
| | - Felipe Campos de Melo Iani
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Glauco de Carvalho Pereira
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | | | - Gladys Mercedes Estigarribia Sanabria
- Universidad Nacional del Caaguazú, Instituto Regional de Investigación en Salud
- Laboratorio de Biología Molecular, Hospital Regional de Coronel Oviedo
- Ministerio de Salud Pública y Bienestar Social
| | | | - Luiz Demarchi
- Laboratório Central de Saúde Pública do Estado de Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil
| | | | - Rafael dos Santos Bezerra
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | | | | | | | | | | | | | | | | | | | | | | | | | - Vlademir Vicente Cantarelli
- Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Universidade Feevale, Grupo Exame Laboratórios, Rio Grande do Sul, Brazil
| | - Stephane Tosta
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
- Laboratorio Central de Saude Publica da Bahia–LACEN-BA, Salvador, Bahia, Brazil
| | | | | | | | | | - Adriana Aparecida Ribeiro
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Natália Rocha Guimarães
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundac ão Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Luiz Takao Watanabe
- Laboratório Central de Saúde Pública do Estado de Mato Grosso, Cuiabá, Brazil
| | | | | | | | | | | | | | - Juan Torales
- Laboratorio Central de Salud Pública, Asunción, Paraguay
| | | | | | - Gloria Patricia Martínez Figueredo
- Universidad Nacional del Caaguazú, Instituto Regional de Investigación en Salud
- Laboratorio de Biología Molecular, Hospital Regional de Coronel Oviedo
- Ministerio de Salud Pública y Bienestar Social
| | | | | | | | | | | | | | | | | | | | | | - Sonia Raboni
- Hospital de Clínicas da Universidade Federal do Paraná, Curitiba, PR
| | | | | | - Camila Zanluca
- Laboratório de Virologia Molecular - Instituto Carlos Chagas/Fiocruz PR, Curitiba, PR
| | | | - Patricia Akemi Assato
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
| | - Felipe Allan da Silva da Costa
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
| | - Mirele Daiana Poleti
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga, São Paulo, Brazil
| | - Jessika Cristina Chagas Lesbon
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga, São Paulo, Brazil
| | - Elisangela Chicaroni Mattos
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga, São Paulo, Brazil
| | - Cecilia Artico Banho
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto
| | - Lívia Sacchetto
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto
| | - Marília Mazzi Moraes
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto
| | - Rejane Maria Tommasini Grotto
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
- Molecular Biology Laboratory, Applied Biotechnology Laboratory, Clinical Hospital of the Botucatu Medical School, Brazil
| | - Jayme A. Souza-Neto
- São Paulo State University (UNESP), School of Agricultural Sciences, Department of Bioprocesses and Biotechnology, Botucatu, Brazil
| | - Maurício Lacerda Nogueira
- Laboratório de Pesquisas em Virologia, Departamento de Doenças Dermatológicas, Infecciosas e Parasitárias, Faculdade de Medicina de São José do Rio Preto
| | - Heidge Fukumasu
- Department of Veterinary Medicine, School of Animal Science and Food Engineering, University of Sao Paulo, Pirassununga, São Paulo, Brazil
| | - Luiz Lehmann Coutinho
- University of São Paulo, Centro de Genômica Funcional da ESALQ, Piracicaba, SP, Brazil
| | - Rodrigo Tocantins Calado
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | | | | | | | - Carla Freitas
- Coordenação Geral de Laboratórios de Saúde Pública/Secretaria de Vigilância em Saúde, Ministério da Saúde (CGLAB/SVS-MS) Brasília, Distrito Federal, Brazil
| | - Cassio Roberto Leonel Peterka
- Coordenação Geral das Arboviroses, Secretaria de Vigilaçncia em Saúde/Ministério da Saúde (CGARB/SVS-MS), Brasília, Distrito Federal, Brazil
| | - Cássia de Fátima Rangel Fernandes
- Departamento de Imunização e Doenças Transmissíveisa/Secretaria de Vigilância em Saúde, Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | | | | | - Maria Almiron
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | | | - José Lourenço
- Department of Zoology, Peter Medawar Building, University of Oxford, Oxford, UK
- Biosystems and Integrative Sciences Institute, Universidade de Lisboa, Lisboa, Portugal
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University; Stellenbosch, South Africa
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Edward C. Holmes
- Sydney Institute for Infectious Diseases, School of Life and Environmental Sciences and School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | | | | | | | - Simone Kashima
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Luiz Carlos Junior de Alcantara
- Laboratório de Flavivírus, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Dimas Tadeu Covas
- University of São Paulo, Ribeirão Preto Medical School, Blood Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
- Butantan Institute, São Paulo, Brazil
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29
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Perez LJ, Orf GS, Berg MG, Rodgers MA, Meyer TV, Mohaimani A, Olivo A, Harris B, Mowerman I, Padane A, Dela-del Lawson AT, Mboup A, Mbow M, Leye N, Touré-Kane NC, Ahouidi AD, Cloherty GA, Mboup S. The Early SARS-CoV-2 Epidemic in Senegal was Driven by the Local Emergence of B.1.416 and the Introduction of B.1.1.420 from Europe. Virus Evol 2022; 8:veac025. [PMID: 35371561 PMCID: PMC8971539 DOI: 10.1093/ve/veac025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 02/13/2022] [Accepted: 03/18/2022] [Indexed: 11/22/2022] Open
Abstract
Molecular surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is growing in west Africa, especially in the Republic of Senegal. Here, we present a molecular epidemiology study of the early waves of SARS-CoV-2 infections in this country based on Bayesian phylogeographic approaches. Whereas the first wave in mid-2020 was characterized by a significant diversification of lineages and predominance of B.1.416, the second wave in late 2020 was composed primarily of B.1.1.420. Our results indicate that B.1.416 originated in Senegal and was exported mainly to Europe. In contrast, B.1.1.420 was introduced from Italy, gained fitness in Senegal, and then spread worldwide. Since both B.1.416 and B.1.1.420 lineages carry several positive selected mutations in the spike and nucleocapsid genes, each of which may explain their local dominance, their mutation profiles should be carefully monitored. As the pandemic continues to evolve, molecular surveillance in all regions of Africa will play a key role in stemming its spread.
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Affiliation(s)
- Lester J Perez
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Gregory S Orf
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Michael G Berg
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Mary A Rodgers
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Todd V Meyer
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Aurash Mohaimani
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Ana Olivo
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Barbara Harris
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Illya Mowerman
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Abdou Padane
- Institut de Recherche en Santé de Surveillance Épidémiologique et de Formation, Diamniadio, Dakar, Senegal
| | | | - Aminata Mboup
- Institut de Recherche en Santé de Surveillance Épidémiologique et de Formation, Diamniadio, Dakar, Senegal
| | - Moustapha Mbow
- Institut de Recherche en Santé de Surveillance Épidémiologique et de Formation, Diamniadio, Dakar, Senegal
| | - Nafissatou Leye
- Institut de Recherche en Santé de Surveillance Épidémiologique et de Formation, Diamniadio, Dakar, Senegal
| | - Ndeye Coumba Touré-Kane
- Institut de Recherche en Santé de Surveillance Épidémiologique et de Formation, Diamniadio, Dakar, Senegal
| | - Ambroise D Ahouidi
- Institut de Recherche en Santé de Surveillance Épidémiologique et de Formation, Diamniadio, Dakar, Senegal
| | - Gavin A Cloherty
- Infectious Disease Core Research, Abbott Diagnostics Division, Abbott Laboratories, Abbott Park, IL 60064, USA
| | - Souleymane Mboup
- Institut de Recherche en Santé de Surveillance Épidémiologique et de Formation, Diamniadio, Dakar, Senegal
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