1
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Chen NFG, Chaguza C, Gagne L, Doucette M, Smole S, Buzby E, Hall J, Ash S, Harrington R, Cofsky S, Clancy S, Kapsak CJ, Sevinsky J, Libuit K, Park DJ, Hemarajata P, Garrigues JM, Green NM, Sierra-Patev S, Carpenter-Azevedo K, Huard RC, Pearson C, Incekara K, Nishimura C, Huang JP, Gagnon E, Reever E, Razeq J, Muyombwe A, Borges V, Ferreira R, Sobral D, Duarte S, Santos D, Vieira L, Gomes JP, Aquino C, Savino IM, Felton K, Bajwa M, Hayward N, Miller H, Naumann A, Allman R, Greer N, Fall A, Mostafa HH, McHugh MP, Maloney DM, Dewar R, Kenicer J, Parker A, Mathers K, Wild J, Cotton S, Templeton KE, Churchwell G, Lee PA, Pedrosa M, McGruder B, Schmedes S, Plumb MR, Wang X, Barcellos RB, Godinho FMS, Salvato RS, Ceniseros A, Breban MI, Grubaugh ND, Gallagher GR, Vogels CBF. Development of an amplicon-based sequencing approach in response to the global emergence of mpox. PLoS Biol 2023; 21:e3002151. [PMID: 37310918 PMCID: PMC10263305 DOI: 10.1371/journal.pbio.3002151] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 05/05/2023] [Indexed: 06/15/2023] Open
Abstract
The 2022 multicountry mpox outbreak concurrent with the ongoing Coronavirus Disease 2019 (COVID-19) pandemic further highlighted the need for genomic surveillance and rapid pathogen whole-genome sequencing. While metagenomic sequencing approaches have been used to sequence many of the early mpox infections, these methods are resource intensive and require samples with high viral DNA concentrations. Given the atypical clinical presentation of cases associated with the outbreak and uncertainty regarding viral load across both the course of infection and anatomical body sites, there was an urgent need for a more sensitive and broadly applicable sequencing approach. Highly multiplexed amplicon-based sequencing (PrimalSeq) was initially developed for sequencing of Zika virus, and later adapted as the main sequencing approach for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). Here, we used PrimalScheme to develop a primer scheme for human monkeypox virus that can be used with many sequencing and bioinformatics pipelines implemented in public health laboratories during the COVID-19 pandemic. We sequenced clinical specimens that tested presumptively positive for human monkeypox virus with amplicon-based and metagenomic sequencing approaches. We found notably higher genome coverage across the virus genome, with minimal amplicon drop-outs, in using the amplicon-based sequencing approach, particularly in higher PCR cycle threshold (Ct) (lower DNA titer) samples. Further testing demonstrated that Ct value correlated with the number of sequencing reads and influenced the percent genome coverage. To maximize genome coverage when resources are limited, we recommend selecting samples with a PCR Ct below 31 Ct and generating 1 million sequencing reads per sample. To support national and international public health genomic surveillance efforts, we sent out primer pool aliquots to 10 laboratories across the United States, United Kingdom, Brazil, and Portugal. These public health laboratories successfully implemented the human monkeypox virus primer scheme in various amplicon sequencing workflows and with different sample types across a range of Ct values. Thus, we show that amplicon-based sequencing can provide a rapidly deployable, cost-effective, and flexible approach to pathogen whole-genome sequencing in response to newly emerging pathogens. Importantly, through the implementation of our primer scheme into existing SARS-CoV-2 workflows and across a range of sample types and sequencing platforms, we further demonstrate the potential of this approach for rapid outbreak response.
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Affiliation(s)
- Nicholas F. G. Chen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Chrispin Chaguza
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Luc Gagne
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Matthew Doucette
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Sandra Smole
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Erika Buzby
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Joshua Hall
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Stephanie Ash
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Rachel Harrington
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Seana Cofsky
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Selina Clancy
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
| | - Curtis J. Kapsak
- Theiagen Genomics, Highlands Ranch, Colorado, United States of America
| | - Joel Sevinsky
- Theiagen Genomics, Highlands Ranch, Colorado, United States of America
| | - Kevin Libuit
- Theiagen Genomics, Highlands Ranch, Colorado, United States of America
| | - Daniel J. Park
- Broad Institute, Cambridge, Massachusetts, United States of America
| | - Peera Hemarajata
- Los Angeles County Public Health Laboratories, Downey, California, United States of America
| | - Jacob M. Garrigues
- Los Angeles County Public Health Laboratories, Downey, California, United States of America
| | - Nicole M. Green
- Los Angeles County Public Health Laboratories, Downey, California, United States of America
| | - Sean Sierra-Patev
- Rhode Island Department of Health, Rhode Island State Health Laboratory, Providence, Rhode Island, United States of America
| | - Kristin Carpenter-Azevedo
- Rhode Island Department of Health, Rhode Island State Health Laboratory, Providence, Rhode Island, United States of America
| | - Richard C. Huard
- Rhode Island Department of Health, Rhode Island State Health Laboratory, Providence, Rhode Island, United States of America
| | - Claire Pearson
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Kutluhan Incekara
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Christina Nishimura
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Jian Ping Huang
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Emily Gagnon
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Ethan Reever
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Jafar Razeq
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Anthony Muyombwe
- Connecticut Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Vítor Borges
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Rita Ferreira
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Daniel Sobral
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Silvia Duarte
- Technology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Daniela Santos
- Technology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Luís Vieira
- Technology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - João Paulo Gomes
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
- Faculty of Veterinary Medicine, Lusófona University, Lisbon, Portugal
| | - Carly Aquino
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Isabella M. Savino
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Karinda Felton
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Moneeb Bajwa
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Nyjil Hayward
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Holly Miller
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Allison Naumann
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Ria Allman
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Neel Greer
- Delaware Public Health Laboratory, Smyrna, Delaware, United States of America
| | - Amary Fall
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Heba H. Mostafa
- Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America
| | - Martin P. McHugh
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
- School of Medicine, University of St Andrews, St Andrews, United Kingdom
| | - Daniel M. Maloney
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
- Institute of Ecology and Evolution, University of Edinburgh, Edinburgh, United Kingdom
| | - Rebecca Dewar
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Juliet Kenicer
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Abby Parker
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Katharine Mathers
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Jonathan Wild
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Seb Cotton
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - Kate E. Templeton
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom
| | - George Churchwell
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America
| | - Philip A. Lee
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America
| | - Maria Pedrosa
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America
| | - Brenna McGruder
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America
| | - Sarah Schmedes
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America
| | - Matthew R. Plumb
- Minnesota Department of Health, Public Health Laboratory, St. Paul, Minnesota, United States of America
| | - Xiong Wang
- Minnesota Department of Health, Public Health Laboratory, St. Paul, Minnesota, United States of America
| | - Regina Bones Barcellos
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Fernanda M. S. Godinho
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Richard Steiner Salvato
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Aimee Ceniseros
- Idaho Bureau of Laboratories, Boise, Idaho, United States of America
| | - Mallery I. Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, United States of America
| | - Glen R. Gallagher
- Massachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America
- Rhode Island Department of Health, Rhode Island State Health Laboratory, Providence, Rhode Island, United States of America
| | - Chantal B. F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
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2
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Chen NF, Chaguza C, Gagne L, Doucette M, Smole S, Buzby E, Hall J, Ash S, Harrington R, Cofsky S, Clancy S, Kapsak CJ, Sevinsky J, Libuit K, Park DJ, Hemarajata P, Garrigues JM, Green NM, Sierra-Patev S, Carpenter-Azevedo K, Huard RC, Pearson C, Incekara K, Nishimura C, Huang JP, Gagnon E, Reever E, Razeq J, Muyombwe A, Borges V, Ferreira R, Sobral D, Duarte S, Santos D, Vieira L, Gomes JP, Aquino C, Savino IM, Felton K, Bajwa M, Hayward N, Miller H, Naumann A, Allman R, Greer N, Fall A, Mostafa HH, McHugh MP, Maloney DM, Dewar R, Kenicer J, Parker A, Mathers K, Wild J, Cotton S, Templeton KE, Churchwell G, Lee PA, Pedrosa M, McGruder B, Schmedes S, Plumb MR, Wang X, Barcellos RB, Godinho FM, Salvato RS, Ceniseros A, Breban MI, Grubaugh ND, Gallagher GR, Vogels CB. Development of an amplicon-based sequencing approach in response to the global emergence of human monkeypox virus. medRxiv 2023:2022.10.14.22280783. [PMID: 36299420 PMCID: PMC9603838 DOI: 10.1101/2022.10.14.22280783] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The 2022 multi-country monkeypox (mpox) outbreak concurrent with the ongoing COVID-19 pandemic has further highlighted the need for genomic surveillance and rapid pathogen whole genome sequencing. While metagenomic sequencing approaches have been used to sequence many of the early mpox infections, these methods are resource intensive and require samples with high viral DNA concentrations. Given the atypical clinical presentation of cases associated with the outbreak and uncertainty regarding viral load across both the course of infection and anatomical body sites, there was an urgent need for a more sensitive and broadly applicable sequencing approach. Highly multiplexed amplicon-based sequencing (PrimalSeq) was initially developed for sequencing of Zika virus, and later adapted as the main sequencing approach for SARS-CoV-2. Here, we used PrimalScheme to develop a primer scheme for human monkeypox virus that can be used with many sequencing and bioinformatics pipelines implemented in public health laboratories during the COVID-19 pandemic. We sequenced clinical samples that tested presumptive positive for human monkeypox virus with amplicon-based and metagenomic sequencing approaches. We found notably higher genome coverage across the virus genome, with minimal amplicon drop-outs, in using the amplicon-based sequencing approach, particularly in higher PCR cycle threshold (lower DNA titer) samples. Further testing demonstrated that Ct value correlated with the number of sequencing reads and influenced the percent genome coverage. To maximize genome coverage when resources are limited, we recommend selecting samples with a PCR cycle threshold below 31 Ct and generating 1 million sequencing reads per sample. To support national and international public health genomic surveillance efforts, we sent out primer pool aliquots to 10 laboratories across the United States, United Kingdom, Brazil, and Portugal. These public health laboratories successfully implemented the human monkeypox virus primer scheme in various amplicon sequencing workflows and with different sample types across a range of Ct values. Thus, we show that amplicon based sequencing can provide a rapidly deployable, cost-effective, and flexible approach to pathogen whole genome sequencing in response to newly emerging pathogens. Importantly, through the implementation of our primer scheme into existing SARS-CoV-2 workflows and across a range of sample types and sequencing platforms, we further demonstrate the potential of this approach for rapid outbreak response.
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Affiliation(s)
- Nicholas F.G. Chen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Chrispin Chaguza
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Luc Gagne
- Massachusetts Department of Public Health, Boston, MA, USA
| | | | - Sandra Smole
- Massachusetts Department of Public Health, Boston, MA, USA
| | - Erika Buzby
- Massachusetts Department of Public Health, Boston, MA, USA
| | - Joshua Hall
- Massachusetts Department of Public Health, Boston, MA, USA
| | - Stephanie Ash
- Massachusetts Department of Public Health, Boston, MA, USA
| | | | - Seana Cofsky
- Massachusetts Department of Public Health, Boston, MA, USA
| | - Selina Clancy
- Massachusetts Department of Public Health, Boston, MA, USA
| | | | | | | | | | | | | | - Nicole M. Green
- Los Angeles County Public Health Laboratories, Downey, CA, USA
| | - Sean Sierra-Patev
- Rhode Island Department of Health, Rhode Island State Health Laboratory, Providence, RI, USA
| | | | - Richard C. Huard
- Rhode Island Department of Health, Rhode Island State Health Laboratory, Providence, RI, USA
| | - Claire Pearson
- Connecticut Department of Public Health, Rocky Hill, CT, USA
| | | | | | - Jian Ping Huang
- Connecticut Department of Public Health, Rocky Hill, CT, USA
| | - Emily Gagnon
- Connecticut Department of Public Health, Rocky Hill, CT, USA
| | - Ethan Reever
- Connecticut Department of Public Health, Rocky Hill, CT, USA
| | - Jafar Razeq
- Connecticut Department of Public Health, Rocky Hill, CT, USA
| | | | - Vítor Borges
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Rita Ferreira
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Daniel Sobral
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Silvia Duarte
- Technology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Daniela Santos
- Technology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - Luís Vieira
- Technology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal
| | - João Paulo Gomes
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal,Faculty of Veterinary Medicine, Lusófona University, Lisbon, Portugal
| | - Carly Aquino
- Delaware Public Health Laboratory, Smyrna, DE, USA
| | | | | | - Moneeb Bajwa
- Delaware Public Health Laboratory, Smyrna, DE, USA
| | | | - Holly Miller
- Delaware Public Health Laboratory, Smyrna, DE, USA
| | | | - Ria Allman
- Delaware Public Health Laboratory, Smyrna, DE, USA
| | - Neel Greer
- Delaware Public Health Laboratory, Smyrna, DE, USA
| | - Amary Fall
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - Martin P. McHugh
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK,School of Medicine, University of St Andrews, St Andrews, UK
| | - Daniel M. Maloney
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK,Institute of Ecology and Evolution, University of Edinburgh, Edinburgh, UK
| | - Rebecca Dewar
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Juliet Kenicer
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Abby Parker
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Katharine Mathers
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Jonathan Wild
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Seb Cotton
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Kate E. Templeton
- Viral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - George Churchwell
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, FL, USA
| | - Philip A. Lee
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, FL, USA
| | - Maria Pedrosa
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, FL, USA
| | - Brenna McGruder
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, FL, USA
| | - Sarah Schmedes
- Florida Department of Health, Bureau of Public Health Laboratories, Jacksonville, FL, USA
| | - Matthew R. Plumb
- Minnesota Department of Health, Public Health Laboratory, St. Paul, MN, USA
| | - Xiong Wang
- Minnesota Department of Health, Public Health Laboratory, St. Paul, MN, USA
| | - Regina Bones Barcellos
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Fernanda M.S. Godinho
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Richard Steiner Salvato
- Centro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | | | - Mallery I. Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA,Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA
| | - Glen R. Gallagher
- Massachusetts Department of Public Health, Boston, MA, USA,Rhode Island Department of Health, Rhode Island State Health Laboratory, Providence, RI, USA
| | - Chantal B.F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
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3
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Palacios A, Otto M, Flaherty E, Boyle MM, Malec L, Holloman K, Low M, Wellman A, Newhart C, Gollarza L, Weeks T, Muyombwe A, Lozinak K, Kafka E, O'Halloran D, Rozza T, Nicholas D, Ivory S, Kreil K, Huffman J, Gieraltowski L, Conrad A. Multistate Outbreak of Listeria monocytogenes Infections Linked to Fresh, Soft Hispanic-Style Cheese — United States, 2021. MMWR Morb Mortal Wkly Rep 2022; 71:709-712. [PMID: 35617142 PMCID: PMC9153464 DOI: 10.15585/mmwr.mm7121a3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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4
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Pérez-Then E, Lucas C, Monteiro VS, Miric M, Brache V, Cochon L, Vogels CBF, Malik AA, De la Cruz E, Jorge A, De Los Santos M, Leon P, Breban MI, Billig K, Yildirim I, Pearson C, Downing R, Gagnon E, Muyombwe A, Razeq J, Campbell M, Ko AI, Omer SB, Grubaugh ND, Vermund SH, Iwasaki A. Neutralizing antibodies against the SARS-CoV-2 Delta and Omicron variants following heterologous CoronaVac plus BNT162b2 booster vaccination. Nat Med 2022; 28:481-485. [PMID: 35051990 PMCID: PMC8938264 DOI: 10.1038/s41591-022-01705-6] [Citation(s) in RCA: 261] [Impact Index Per Article: 130.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 01/18/2022] [Indexed: 11/15/2022]
Abstract
The recent emergence of the SARS-CoV-2 Omicron variant is raising concerns because of its increased transmissibility and its numerous spike mutations, which have the potential to evade neutralizing antibodies elicited by COVID-19 vaccines. Here we evaluated the effects of a heterologous BNT162b2 mRNA vaccine booster on the humoral immunity of participants who had received a two-dose regimen of CoronaVac, an inactivated vaccine used globally. We found that a heterologous CoronaVac prime vaccination of two doses followed by a BNT162b2 booster induces elevated virus-specific antibody levels and potent neutralization activity against the ancestral virus and the Delta variant, resembling the titers obtained after two doses of mRNA vaccines. Although neutralization of Omicron was undetectable in participants who had received a two-dose regimen of CoronaVac, the BNT162b2 booster resulted in a 1.4-fold increase in neutralization activity against Omicron compared with the two-dose mRNA vaccine. Despite this increase, neutralizing antibody titers were reduced by 7.1-fold and 3.6-fold for Omicron compared with the ancestral strain and the Delta variant, respectively. These findings have immediate implications for multiple countries that previously used a CoronaVac regimen and reinforce the idea that the Omicron variant is associated with immune escape from vaccines or infection-induced immunity, highlighting the global need for vaccine boosters to combat the impact of emerging variants.
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Affiliation(s)
| | - Carolina Lucas
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA.
| | | | - Marija Miric
- Two Oceans in Health, Santo Domingo, Dominican Republic
| | - Vivian Brache
- Biomedical Research Department, Profamilia, Santo Domingo, Dominican Republic
| | - Leila Cochon
- Biomedical Research Department, Profamilia, Santo Domingo, Dominican Republic
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Amyn A Malik
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
- Section of Infectious Diseases, Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Elena De la Cruz
- Biomedical Research Department, Profamilia, Santo Domingo, Dominican Republic
| | - Aidelis Jorge
- Biomedical Research Department, Profamilia, Santo Domingo, Dominican Republic
| | | | - Patricia Leon
- Laboratorio de Referencia, Santo Domingo, Dominican Republic
| | - Mallery I Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Kendall Billig
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Inci Yildirim
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
- Section of Infectious Diseases and Global Health, Department of Pediatrics, Yale University School of Medicine, New Haven, CT, USA
| | - Claire Pearson
- Connecticut State Department of Public Health, Rocky Hill, CT, USA
| | - Randy Downing
- Connecticut State Department of Public Health, Rocky Hill, CT, USA
| | - Emily Gagnon
- Connecticut State Department of Public Health, Rocky Hill, CT, USA
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Rocky Hill, CT, USA
| | - Jafar Razeq
- Connecticut State Department of Public Health, Rocky Hill, CT, USA
| | - Melissa Campbell
- Section of Infectious Diseases and Global Health, Department of Pediatrics, Yale University School of Medicine, New Haven, CT, USA
| | - Albert I Ko
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Section of Infectious Diseases, Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Saad B Omer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
- Section of Infectious Diseases, Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA
| | | | - Akiko Iwasaki
- Ministry of Health, Santo Domingo, Dominican Republic.
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
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5
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Nichols MC, Gacek P, Phan Q, Gambino-Shirley KJ, Gollarza LM, Schroeder MN, Mercante A, Mullins J, Blackstock A, Laughlin ME, Olson SM, Pizzo E, Nguyen TN, Mank L, Holmes-Talbot K, McNutt A, Noel D, Muyombwe A, Razeq JH, Lis MJ, Sherman B, Kasacek W, Whitlock L, Strockbine N, Martin H, Vidyaprakash E, McCormack P, Cartter M. Agritourism and Kidding Season: A Large Outbreak of Human Shiga Toxin-Producing Escherichia coli O157 (STEC O157) Infections Linked to a Goat Dairy Farm-Connecticut, 2016. Front Vet Sci 2021; 8:744055. [PMID: 34869720 PMCID: PMC8635155 DOI: 10.3389/fvets.2021.744055] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 10/19/2021] [Indexed: 11/28/2022] Open
Abstract
The objective of this study was to determine sources of Shiga toxin-producing Escherichia coli O157 (STEC O157) infection among visitors to Farm X and develop public health recommendations. A case-control study was conducted. Case-patients were defined as the first ill child (aged <18 years) in the household with laboratory-confirmed STEC O157, or physician-diagnosed hemolytic uremic syndrome with laboratory confirmation by serology, who visited Farm X in the 10 days prior to illness. Controls were selected from Farm X visitors aged <18 years, without symptoms during the same time period as case-patients. Environment and animal fecal samples collected from Farm X were cultured; isolates from Farm X were compared with patient isolates using whole genome sequencing (WGS). Case-patients were more likely than controls to have sat on hay bales at the doe barn (adjusted odds ratio: 4.55; 95% confidence interval: 1.41–16.13). No handwashing stations were available; limited hand sanitizer was provided. Overall, 37% (29 of 78) of animal and environmental samples collected were positive for STEC; of these, 62% (18 of 29) yielded STEC O157 highly related by WGS to patient isolates. STEC O157 environmental contamination and fecal shedding by goats at Farm X was extensive. Farms should provide handwashing stations with soap, running water, and disposable towels. Access to animal areas, including animal pens and enclosures, should be limited for young children who are at risk for severe outcomes from STEC O157 infection. National recommendations should be adopted to reduce disease transmission.
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Affiliation(s)
- Megin C Nichols
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Paul Gacek
- Connecticut Department of Health, Hartford, CT, United States
| | - Quyen Phan
- Connecticut Department of Health, Hartford, CT, United States
| | - Kelly J Gambino-Shirley
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Lauren M Gollarza
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States.,Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN, United States
| | - Morgan N Schroeder
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Alexandra Mercante
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Jocelyn Mullins
- Connecticut Department of Health, Hartford, CT, United States
| | - Anna Blackstock
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Mark E Laughlin
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Samantha M Olson
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Eugene Pizzo
- Connecticut Department of Health, Hartford, CT, United States
| | - Tu Ngoc Nguyen
- Connecticut Department of Health, Hartford, CT, United States
| | - Laurn Mank
- Connecticut Department of Health, Hartford, CT, United States
| | | | - Alycia McNutt
- Connecticut Department of Health, Hartford, CT, United States
| | - Diane Noel
- Connecticut Department of Health, Hartford, CT, United States
| | | | - Jafar H Razeq
- Connecticut Department of Health, Hartford, CT, United States
| | - Mary Jane Lis
- Connecticut Department of Agriculture, Hartford, CT, United States
| | - Bruce Sherman
- Connecticut Department of Agriculture, Hartford, CT, United States
| | - Wayne Kasacek
- Connecticut Department of Agriculture, Hartford, CT, United States
| | - Laura Whitlock
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Nancy Strockbine
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Haley Martin
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Eshaw Vidyaprakash
- Division of Foodborne, Waterborne and Environmental Diseases, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | | | - Matthew Cartter
- Connecticut Department of Health, Hartford, CT, United States
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6
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Petrone ME, Rothman JE, Breban MI, Ott IM, Russell A, Lasek-Nesselquist E, Kelly K, Omerza G, Renzette N, Watkins AE, Kalinich CC, Alpert T, Brito AF, Earnest R, Tikhonova IR, Castaldi C, Kelly JP, Shudt M, Plitnick J, Schneider E, Murphy S, Neal C, Laszlo E, Altajar A, Pearson C, Muyombwe A, Downing R, Razeq J, Niccolai L, Wilson MS, Anderson ML, Wang J, Liu C, Hui P, Mane S, Taylor BP, Hanage WP, Landry ML, Peaper DR, Bilguvar K, Fauver JR, Vogels CB, Gardner LM, Pitzer VE, St. George K, Adams MD, Grubaugh ND. Combining genomic and epidemiological data to compare the transmissibility of SARS-CoV-2 lineages. medRxiv 2021:2021.07.01.21259859. [PMID: 34230938 PMCID: PMC8259915 DOI: 10.1101/2021.07.01.21259859] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Emerging SARS-CoV-2 variants have shaped the second year of the COVID-19 pandemic and the public health discourse around effective control measures. Evaluating the public health threat posed by a new variant is essential for appropriately adapting response efforts when community transmission is detected. However, this assessment requires that a true comparison can be made between the new variant and its predecessors because factors other than the virus genotype may influence spread and transmission. In this study, we develop a framework that integrates genomic surveillance data to estimate the relative effective reproduction number (R t ) of co-circulating lineages. We use Connecticut, a state in the northeastern United States in which the SARS-CoV-2 variants B.1.1.7 and B.1.526 co-circulated in early 2021, as a case study for implementing this framework. We find that the R t of B.1.1.7 was 6-10% larger than that of B.1.526 in Connecticut in the midst of a COVID-19 vaccination campaign. To assess the generalizability of this framework, we apply it to genomic surveillance data from New York City and observe the same trend. Finally, we use discrete phylogeography to demonstrate that while both variants were introduced into Connecticut at comparable frequencies, clades that resulted from introductions of B.1.1.7 were larger than those resulting from B.1.526 introductions. Our framework, which uses open-source methods requiring minimal computational resources, may be used to monitor near real-time variant dynamics in a myriad of settings.
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Affiliation(s)
- Mary E. Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Jessica E. Rothman
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Mallery I. Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Isabel M. Ott
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Alexis Russell
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
| | - Erica Lasek-Nesselquist
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Kevin Kelly
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Greg Omerza
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Nicholas Renzette
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Anne E. Watkins
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chaney C. Kalinich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Tara Alpert
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anderson F. Brito
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Rebecca Earnest
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Irina R. Tikhonova
- Yale Center for Genome Analysis, Yale University, New Haven, CT, 06510, USA
| | | | - John P. Kelly
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
| | - Matthew Shudt
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
| | - Jonathan Plitnick
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Erasmus Schneider
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | | | - Caleb Neal
- Murphy Medical Associates, Greenwich, CT 06830, USA
| | - Eva Laszlo
- Murphy Medical Associates, Greenwich, CT 06830, USA
| | | | - Claire Pearson
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Randy Downing
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Jafar Razeq
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Linda Niccolai
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | | | - Margaret L. Anderson
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Jianhui Wang
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Chen Liu
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Pei Hui
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Shrikant Mane
- Yale Center for Genome Analysis, Yale University, New Haven, CT, 06510, USA
| | - Bradford P. Taylor
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA
| | - William P. Hanage
- Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA 02115, USA
| | - Marie L. Landry
- Departments of Laboratory Medicine and Medicine, Yale University School of Medicine, New Haven, CT 06510, USA
| | - David R. Peaper
- Departments of Laboratory Medicine and Medicine, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Kaya Bilguvar
- Yale Center for Genome Analysis, Yale University, New Haven, CT, 06510, USA
- Department of Genetics, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Joseph R. Fauver
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chantal B.F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Lauren M. Gardner
- Department of Civil and Systems Engineering, Johns Hopkins University, Baltimore 21218, MD, USA
| | - Virginia E. Pitzer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Kirsten St. George
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Mark D. Adams
- The Jackson Laboratory for Genomic Medicine, Farmington, CT 06032, USA
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06510, USA
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7
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Vogels CBF, Breban MI, Ott IM, Alpert T, Petrone ME, Watkins AE, Kalinich CC, Earnest R, Rothman JE, Goes de Jesus J, Morales Claro I, Magalhães Ferreira G, Crispim MAE, Singh L, Tegally H, Anyaneji UJ, Hodcroft EB, Mason CE, Khullar G, Metti J, Dudley JT, MacKay MJ, Nash M, Wang J, Liu C, Hui P, Murphy S, Neal C, Laszlo E, Landry ML, Muyombwe A, Downing R, Razeq J, de Oliveira T, Faria NR, Sabino EC, Neher RA, Fauver JR, Grubaugh ND. Multiplex qPCR discriminates variants of concern to enhance global surveillance of SARS-CoV-2. PLoS Biol 2021; 19:e3001236. [PMID: 33961632 PMCID: PMC8133773 DOI: 10.1371/journal.pbio.3001236] [Citation(s) in RCA: 156] [Impact Index Per Article: 52.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 05/19/2021] [Accepted: 04/16/2021] [Indexed: 12/25/2022] Open
Abstract
With the emergence of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) variants that may increase transmissibility and/or cause escape from immune responses, there is an urgent need for the targeted surveillance of circulating lineages. It was found that the B.1.1.7 (also 501Y.V1) variant, first detected in the United Kingdom, could be serendipitously detected by the Thermo Fisher TaqPath COVID-19 PCR assay because a key deletion in these viruses, spike Δ69-70, would cause a "spike gene target failure" (SGTF) result. However, a SGTF result is not definitive for B.1.1.7, and this assay cannot detect other variants of concern (VOC) that lack spike Δ69-70, such as B.1.351 (also 501Y.V2), detected in South Africa, and P.1 (also 501Y.V3), recently detected in Brazil. We identified a deletion in the ORF1a gene (ORF1a Δ3675-3677) in all 3 variants, which has not yet been widely detected in other SARS-CoV-2 lineages. Using ORF1a Δ3675-3677 as the primary target and spike Δ69-70 to differentiate, we designed and validated an open-source PCR assay to detect SARS-CoV-2 VOC. Our assay can be rapidly deployed in laboratories around the world to enhance surveillance for the local emergence and spread of B.1.1.7, B.1.351, and P.1.
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Affiliation(s)
- Chantal B. F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Mallery I. Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Isabel M. Ott
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Tara Alpert
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Mary E. Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Anne E. Watkins
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Chaney C. Kalinich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Rebecca Earnest
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Jessica E. Rothman
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Jaqueline Goes de Jesus
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Ingra Morales Claro
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Giulia Magalhães Ferreira
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia, Minas Gerais, Brazil
| | - Myuki A. E. Crispim
- Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Brazil
| | | | - Lavanya Singh
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Houriiyah Tegally
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Ugochukwu J. Anyaneji
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | | | - Emma B. Hodcroft
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | | | - Gaurav Khullar
- Tempus Labs, Chicago, Illinois, United States of America
| | - Jessica Metti
- Tempus Labs, Chicago, Illinois, United States of America
| | - Joel T. Dudley
- Tempus Labs, Chicago, Illinois, United States of America
| | | | - Megan Nash
- Tempus Labs, Chicago, Illinois, United States of America
| | - Jianhui Wang
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Chen Liu
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Pei Hui
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Steven Murphy
- Murphy Medical Associates, Greenwich, Connecticut, United States of America
| | - Caleb Neal
- Murphy Medical Associates, Greenwich, Connecticut, United States of America
| | - Eva Laszlo
- Murphy Medical Associates, Greenwich, Connecticut, United States of America
| | - Marie L. Landry
- Departments of Laboratory Medicine and Medicine, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Randy Downing
- Connecticut State Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Jafar Razeq
- Connecticut State Department of Public Health, Rocky Hill, Connecticut, United States of America
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Nuno R. Faria
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, United Kingdom
- Department of Zoology, University of Oxford, Oxford, United Kingdom
| | - Ester C. Sabino
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Richard A. Neher
- Biozentrum, University of Basel, Basel, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Joseph R. Fauver
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, United States of America
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8
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Alpert T, Brito AF, Lasek-Nesselquist E, Rothman J, Valesano AL, MacKay MJ, Petrone ME, Breban MI, Watkins AE, Vogels CBF, Kalinich CC, Dellicour S, Russell A, Kelly JP, Shudt M, Plitnick J, Schneider E, Fitzsimmons WJ, Khullar G, Metti J, Dudley JT, Nash M, Beaubier N, Wang J, Liu C, Hui P, Muyombwe A, Downing R, Razeq J, Bart SM, Grills A, Morrison SM, Murphy S, Neal C, Laszlo E, Rennert H, Cushing M, Westblade L, Velu P, Craney A, Cong L, Peaper DR, Landry ML, Cook PW, Fauver JR, Mason CE, Lauring AS, St George K, MacCannell DR, Grubaugh ND. Early introductions and transmission of SARS-CoV-2 variant B.1.1.7 in the United States. Cell 2021; 184:2595-2604.e13. [PMID: 33891875 PMCID: PMC8018830 DOI: 10.1016/j.cell.2021.03.061] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/10/2021] [Accepted: 03/30/2021] [Indexed: 02/06/2023]
Abstract
The emergence and spread of SARS-CoV-2 lineage B.1.1.7, first detected in the United Kingdom, has become a global public health concern because of its increased transmissibility. Over 2,500 COVID-19 cases associated with this variant have been detected in the United States (US) since December 2020, but the extent of establishment is relatively unknown. Using travel, genomic, and diagnostic data, we highlight that the primary ports of entry for B.1.1.7 in the US were in New York, California, and Florida. Furthermore, we found evidence for many independent B.1.1.7 establishments starting in early December 2020, followed by interstate spread by the end of the month. Finally, we project that B.1.1.7 will be the dominant lineage in many states by mid- to late March. Thus, genomic surveillance for B.1.1.7 and other variants urgently needs to be enhanced to better inform the public health response.
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Affiliation(s)
- Tara Alpert
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anderson F Brito
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Erica Lasek-Nesselquist
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Jessica Rothman
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Andrew L Valesano
- Department of Internal Medicine, Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Mary E Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Mallery I Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anne E Watkins
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chaney C Kalinich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Simon Dellicour
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, Bruxelles, Belgium; Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Alexis Russell
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
| | - John P Kelly
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
| | - Matthew Shudt
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Jonathan Plitnick
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Erasmus Schneider
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - William J Fitzsimmons
- Department of Internal Medicine, Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | | | | | | | | | - Jianhui Wang
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Chen Liu
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Pei Hui
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Randy Downing
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Jafar Razeq
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Stephen M Bart
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA; Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Ardath Grills
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | | | | | - Caleb Neal
- Murphy Medical Associates, Greenwich, CT 06830, USA
| | - Eva Laszlo
- Murphy Medical Associates, Greenwich, CT 06830, USA
| | - Hanna Rennert
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Melissa Cushing
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Lars Westblade
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Priya Velu
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Arryn Craney
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Lin Cong
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - David R Peaper
- Departments of Laboratory Medicine and of Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Marie L Landry
- Departments of Laboratory Medicine and of Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Peter W Cook
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Joseph R Fauver
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Christopher E Mason
- Tempus Labs, Chicago, IL 60654, USA; Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Adam S Lauring
- Department of Internal Medicine, Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Kirsten St George
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA; Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA.
| | | | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06510, USA.
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9
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Vogels CB, Breban MI, Alpert T, Petrone ME, Watkins AE, Ott IM, de Jesus JG, Claro IM, Ferreira GM, Crispim MA, Singh L, Tegally H, Anyaneji UJ, Hodcroft EB, Mason CE, Khullar G, Metti J, Dudley JT, MacKay MJ, Nash M, Wang J, Liu C, Hui P, Murphy S, Neal C, Laszlo E, Landry ML, Muyombwe A, Downing R, Razeq J, de Oliveira T, Faria NR, Sabino EC, Neher RA, Fauver JR, Grubaugh ND. PCR assay to enhance global surveillance for SARS-CoV-2 variants of concern. medRxiv 2021:2021.01.28.21250486. [PMID: 33758901 PMCID: PMC7987060 DOI: 10.1101/2021.01.28.21250486] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
With the emergence of SARS-CoV-2 variants that may increase transmissibility and/or cause escape from immune responses 1-3 , there is an urgent need for the targeted surveillance of circulating lineages. It was found that the B.1.1.7 (also 501Y.V1) variant first detected in the UK 4,5 could be serendipitously detected by the ThermoFisher TaqPath COVID-19 PCR assay because a key deletion in these viruses, spike Δ69-70, would cause a "spike gene target failure" (SGTF) result. However, a SGTF result is not definitive for B.1.1.7, and this assay cannot detect other variants of concern that lack spike Δ69-70, such as B.1.351 (also 501Y.V2) detected in South Africa 6 and P.1 (also 501Y.V3) recently detected in Brazil 7 . We identified a deletion in the ORF1a gene (ORF1a Δ3675-3677) in all three variants, which has not yet been widely detected in other SARS-CoV-2 lineages. Using ORF1a Δ3675-3677 as the primary target and spike Δ69-70 to differentiate, we designed and validated an open source PCR assay to detect SARS-CoV-2 variants of concern 8 . Our assay can be rapidly deployed in laboratories around the world to enhance surveillance for the local emergence spread of B.1.1.7, B.1.351, and P.1.
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Affiliation(s)
- Chantal B.F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Mallery I. Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Tara Alpert
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Mary E. Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anne E. Watkins
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Isabel M. Ott
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Jaqueline Goes de Jesus
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP 05403–000, Brazil
| | - Ingra Morales Claro
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP 05403–000, Brazil
| | - Giulia Magalhães Ferreira
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP 05403–000, Brazil
- Laboratório de Virologia, Instituto de Ciências Biomédicas, Universidade Federal de Uberlândia, Uberlândia, MG, Brazil
| | - Myuki A.E. Crispim
- Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Brazil
| | | | - Lavanya Singh
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Houriiyah Tegally
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Ugochukwu J. Anyaneji
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | | | - Emma B. Hodcroft
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | | | | | | | | | | | | | - Jianhui Wang
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Chen Liu
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Pei Hui
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | | | - Caleb Neal
- Murphy Medical Associates, Greenwich, CT 06614, USA
| | - Eva Laszlo
- Murphy Medical Associates, Greenwich, CT 06614, USA
| | - Marie L. Landry
- Departments of Laboratory Medicine and Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Randy Downing
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Jafar Razeq
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), School of Laboratory Medicine & Medical Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - Nuno R. Faria
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP 05403–000, Brazil
- MRC Centre for Global Infectious Disease Analysis, J-IDEA, Imperial College London, London, UK
- Department of Zoology, University of Oxford, Oxford, UK
| | - Ester C. Sabino
- Departamento de Molestias Infecciosas e Parasitarias and Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de São Paulo, São Paulo, SP 05403–000, Brazil
| | - Richard A. Neher
- Biozentrum, University of Basel, 4056 Basel, Switzerland
- Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Joseph R. Fauver
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06510, USA
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10
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Alpert T, Brito AF, Lasek-Nesselquist E, Rothman J, Valesano AL, MacKay MJ, Petrone ME, Breban MI, Watkins AE, Vogels CB, Kalinich CC, Dellicour S, Russell A, Kelly JP, Shudt M, Plitnick J, Schneider E, Fitzsimmons WJ, Khullar G, Metti J, Dudley JT, Nash M, Beaubier N, Wang J, Liu C, Hui P, Muyombwe A, Downing R, Razeq J, Bart SM, Grills A, Morrison SM, Murphy S, Neal C, Laszlo E, Rennert H, Cushing M, Westblade L, Velu P, Craney A, Fauntleroy KA, Peaper DR, Landry ML, Cook PW, Fauver JR, Mason CE, Lauring AS, George KS, MacCannell DR, Grubaugh ND. Early introductions and community transmission of SARS-CoV-2 variant B.1.1.7 in the United States. medRxiv 2021:2021.02.10.21251540. [PMID: 33594373 PMCID: PMC7885932 DOI: 10.1101/2021.02.10.21251540] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The emergence and spread of SARS-CoV-2 lineage B.1.1.7, first detected in the United Kingdom, has become a global public health concern because of its increased transmissibility. Over 2500 COVID-19 cases associated with this variant have been detected in the US since December 2020, but the extent of establishment is relatively unknown. Using travel, genomic, and diagnostic data, we highlight the primary ports of entry for B.1.1.7 in the US and locations of possible underreporting of B.1.1.7 cases. Furthermore, we found evidence for many independent B.1.1.7 establishments starting in early December 2020, followed by interstate spread by the end of the month. Finally, we project that B.1.1.7 will be the dominant lineage in many states by mid to late March. Thus, genomic surveillance for B.1.1.7 and other variants urgently needs to be enhanced to better inform the public health response.
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Affiliation(s)
- Tara Alpert
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anderson F. Brito
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Erica Lasek-Nesselquist
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Jessica Rothman
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Andrew L. Valesano
- Department of Internal Medicine, Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Mary E. Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Mallery I. Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anne E. Watkins
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chantal B.F. Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chaney C. Kalinich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Simon Dellicour
- Spatial Epidemiology Lab (SpELL), Université Libre de Bruxelles, Bruxelles, Belgium
- Laboratory of Clinical and Epidemiological Virology, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven, Belgium
| | - Alexis Russell
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
| | - John P. Kelly
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
| | - Matthew Shudt
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Jonathan Plitnick
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - Erasmus Schneider
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | - William J. Fitzsimmons
- Department of Internal Medicine, Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | | | | | | | | | - Jianhui Wang
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Chen Liu
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Pei Hui
- Department of Pathology, Yale University School of Medicine, New Haven, CT 06510, USA
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Randy Downing
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Jafar Razeq
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
| | - Stephen M. Bart
- Connecticut State Department of Public Health, Rocky Hill, CT 06067, USA
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Ardath Grills
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | | | | | - Caleb Neal
- Murphy Medical Associates, Greenwich, CT 06830, USA
| | - Eva Laszlo
- Murphy Medical Associates, Greenwich, CT 06830, USA
| | - Hanna Rennert
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Melissa Cushing
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Lars Westblade
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Priya Velu
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Arryn Craney
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Kathy A. Fauntleroy
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - David R. Peaper
- Departments of Laboratory Medicine and Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Marie L. Landry
- Departments of Laboratory Medicine and Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Peter W. Cook
- Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Joseph R. Fauver
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Christopher E. Mason
- Tempus Labs, Chicago, IL 60654, USA
- Department of Pathology and Laboratory Medicine, New York Presbyterian Hospital-Weill Cornell Medicine, New York, NY 10021, USA
| | - Adam S. Lauring
- Department of Internal Medicine, Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Kirsten St. George
- Wadsworth Center, New York State Department of Health, Albany, NY 12208, USA
- Department of Biomedical Sciences, University at Albany, SUNY, Albany, NY 12222, USA
| | | | - Nathan D. Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06510, USA
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11
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Fauver JR, Petrone ME, Hodcroft EB, Shioda K, Ehrlich HY, Watts AG, Vogels CBF, Brito AF, Alpert T, Muyombwe A, Razeq J, Downing R, Cheemarla NR, Wyllie AL, Kalinich CC, Ott IM, Quick J, Loman NJ, Neugebauer KM, Greninger AL, Jerome KR, Roychoudhury P, Xie H, Shrestha L, Huang ML, Pitzer VE, Iwasaki A, Omer SB, Khan K, Bogoch II, Martinello RA, Foxman EF, Landry ML, Neher RA, Ko AI, Grubaugh ND. Coast-to-Coast Spread of SARS-CoV-2 during the Early Epidemic in the United States. Cell 2020; 181:990-996.e5. [PMID: 32386545 PMCID: PMC7204677 DOI: 10.1016/j.cell.2020.04.021] [Citation(s) in RCA: 240] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 04/05/2020] [Accepted: 04/14/2020] [Indexed: 12/15/2022]
Abstract
The novel coronavirus SARS-CoV-2 was first detected in the Pacific Northwest region of the United States in January 2020, with subsequent COVID-19 outbreaks detected in all 50 states by early March. To uncover the sources of SARS-CoV-2 introductions and patterns of spread within the United States, we sequenced nine viral genomes from early reported COVID-19 patients in Connecticut. Our phylogenetic analysis places the majority of these genomes with viruses sequenced from Washington state. By coupling our genomic data with domestic and international travel patterns, we show that early SARS-CoV-2 transmission in Connecticut was likely driven by domestic introductions. Moreover, the risk of domestic importation to Connecticut exceeded that of international importation by mid-March regardless of our estimated effects of federal travel restrictions. This study provides evidence of widespread sustained transmission of SARS-CoV-2 within the United States and highlights the critical need for local surveillance. Connecticut’s COVID-19 outbreak resulted from multiple domestic virus introductions SARS-CoV-2 genomic data indicate that coast-to-coast spread occurred in the United States Risk of introduction by domestic air travel exceeded international travel in March Restrictions on international travel did not significantly alter risk estimates
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Affiliation(s)
- Joseph R Fauver
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA.
| | - Mary E Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Emma B Hodcroft
- Biozentrum, University of Basel, 4056 Basel, Switzerland; Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Kayoko Shioda
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Hanna Y Ehrlich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | | | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anderson F Brito
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Tara Alpert
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06510, USA
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Hartford, CT 06510, USA
| | - Jafar Razeq
- Connecticut State Department of Public Health, Hartford, CT 06510, USA
| | - Randy Downing
- Connecticut State Department of Public Health, Hartford, CT 06510, USA
| | - Nagarjuna R Cheemarla
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06510, USA
| | - Anne L Wyllie
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chaney C Kalinich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Isabel M Ott
- Department of Ecology & Evolutionary Biology, Yale University, New Haven, CT 06510, USA
| | - Joshua Quick
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - Nicholas J Loman
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - Karla M Neugebauer
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06510, USA
| | - Alexander L Greninger
- Department of Laboratory Medicine, University of Washington, Seattle, WA 98195, USA; Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Keith R Jerome
- Department of Laboratory Medicine, University of Washington, Seattle, WA 98195, USA; Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Pavitra Roychoudhury
- Department of Laboratory Medicine, University of Washington, Seattle, WA 98195, USA; Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Hong Xie
- Department of Laboratory Medicine, University of Washington, Seattle, WA 98195, USA
| | - Lasata Shrestha
- Department of Laboratory Medicine, University of Washington, Seattle, WA 98195, USA
| | - Meei-Li Huang
- Department of Laboratory Medicine, University of Washington, Seattle, WA 98195, USA; Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Virginia E Pitzer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Akiko Iwasaki
- Department of Immunobiology, Yale University, New Haven, CT 06510, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Saad B Omer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA; Yale Institute of Global Health, Yale University, New Haven, CT 06510, USA; Section of Infectious Diseases, Department of Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Yale School of Nursing, Yale University, New Haven, CT 06510, USA
| | - Kamran Khan
- BlueDot, Toronto, ON M5J 1A7, Canada; Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON M5B 1A6, Canada; Section of Infectious Diseases, Department of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
| | - Isaac I Bogoch
- Section of Infectious Diseases, Department of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
| | - Richard A Martinello
- Section of Infectious Diseases, Department of Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Department of Pediatrics, Yale School of Medicine, New Haven, CT 06510, USA; Department of Infection Prevention, Yale New Haven Health, New Haven, CT 06510, USA
| | - Ellen F Foxman
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Department of Immunobiology, Yale University, New Haven, CT 06510, USA
| | - Marie L Landry
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Section of Infectious Diseases, Department of Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Clinical Virology Laboratory, Yale New Haven Health, New Haven, CT 06510, USA
| | - Richard A Neher
- Biozentrum, University of Basel, 4056 Basel, Switzerland; Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Albert I Ko
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA.
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12
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Fauver JR, Petrone ME, Hodcroft EB, Shioda K, Ehrlich HY, Watts AG, Vogels CBF, Brito AF, Alpert T, Muyombwe A, Razeq J, Downing R, Cheemarla NR, Wyllie AL, Kalinich CC, Ott I, Quick J, Loman NJ, Neugebauer KM, Greninger AL, Jerome KR, Roychoudhury P, Xie H, Shrestha L, Huang ML, Pitzer VE, Iwasaki A, Omer SB, Khan K, Bogoch II, Martinello RA, Foxman EF, Landry ML, Neher RA, Ko AI, Grubaugh ND. Coast-to-coast spread of SARS-CoV-2 in the United States revealed by genomic epidemiology. medRxiv 2020:2020.03.25.20043828. [PMID: 32511630 PMCID: PMC7276058 DOI: 10.1101/2020.03.25.20043828] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/20/2023]
Abstract
Since its emergence and detection in Wuhan, China in late 2019, the novel coronavirus SARS-CoV-2 has spread to nearly every country around the world, resulting in hundreds of thousands of infections to date. The virus was first detected in the Pacific Northwest region of the United States in January, 2020, with subsequent COVID-19 outbreaks detected in all 50 states by early March. To uncover the sources of SARS-CoV-2 introductions and patterns of spread within the U.S., we sequenced nine viral genomes from early reported COVID-19 patients in Connecticut. Our phylogenetic analysis places the majority of these genomes with viruses sequenced from Washington state. By coupling our genomic data with domestic and international travel patterns, we show that early SARS-CoV-2 transmission in Connecticut was likely driven by domestic introductions. Moreover, the risk of domestic importation to Connecticut exceeded that of international importation by mid-March regardless of our estimated impacts of federal travel restrictions. This study provides evidence for widespread, sustained transmission of SARS-CoV-2 within the U.S. and highlights the critical need for local surveillance.
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Affiliation(s)
- Joseph R Fauver
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
- These authors contributed equally
| | - Mary E Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
- These authors contributed equally
| | - Emma B Hodcroft
- Biozentrum, University of Basel, 4056 Basel, Switzerland
- Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
- These authors contributed equally
| | - Kayoko Shioda
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Hanna Y Ehrlich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | | | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Anderson F Brito
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Tara Alpert
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, 06510, USA
| | - Anthony Muyombwe
- Connecticut State Department of Public Health, Hartford, CT, 06510, USA
| | - Jafar Razeq
- Connecticut State Department of Public Health, Hartford, CT, 06510, USA
| | - Randy Downing
- Connecticut State Department of Public Health, Hartford, CT, 06510, USA
| | - Nagarjuna R Cheemarla
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, 06510, USA
| | - Anne L Wyllie
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Chaney C Kalinich
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Isabel Ott
- Department of Ecology & Evolutionary Biology, Yale University, New Haven, CT, 06510, USA
| | - Joshua Quick
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - Nicholas J Loman
- Institute of Microbiology and Infection, University of Birmingham, Birmingham B15 2TT, UK
| | - Karla M Neugebauer
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, 06510, USA
| | - Alexander L Greninger
- Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
- Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Keith R Jerome
- Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
- Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Pavitra Roychoudhury
- Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
- Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Hong Xie
- Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Lasata Shrestha
- Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Meei-Li Huang
- Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
- Vaccine & Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, 98109, USA
| | - Virginia E Pitzer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Akiko Iwasaki
- Department of Immunobiology, Yale University, New Haven, CT, 06510, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
| | - Saad B Omer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
- Yale Institute of Global Health, Yale University, New Haven, CT, 06510, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06510, USA
- Yale School of Nursing, Yale University, New Haven, CT, 06510, USA
| | - Kamran Khan
- BlueDot, Toronto, ON, M5J 1A7, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, ON, M5B 1A6,Canada
- Department of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, ON, M5S 3H2, Canada
| | - Isaac I Bogoch
- Department of Medicine, Division of Infectious Diseases, University of Toronto, Toronto, ON, M5S 3H2, Canada
| | - Richard A Martinello
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, 06510, USA
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, 06510, USA
- Yale New Haven Health, Department of Infection Prevention, New Haven, CT, 06510, USA
| | - Ellen F Foxman
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, 06510, USA
- Department of Immunobiology, Yale University, New Haven, CT, 06510, USA
| | - Marie L Landry
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, 06510, USA
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, 06510, USA
| | - Richard A Neher
- Biozentrum, University of Basel, 4056 Basel, Switzerland
- Swiss Institute of Bioinformatics, 1015 Lausanne, Switzerland
| | - Albert I Ko
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, 06510, USA
- Senior author
- Lead contact
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13
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Paranandi A, Maloney M, Grogan E, Macierowski B, Noel D, Razeq J, Muyombwe A, Leung V. 548. Carbapenem-Resistant Acinetobacter baumannii Antibiotic Susceptibility Testing and Antibiogram Formation, Connecticut 2017–2019. Open Forum Infect Dis 2019. [PMCID: PMC6811012 DOI: 10.1093/ofid/ofz360.617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background Carbapenem-resistant Acinetobacter baumanii (CRAB) is an infectious disease threat with limited treatment options. Statewide CRAB reporting and isolate submission has been mandated in Connecticut (CT) since 2017, which allowed the creation of a statewide CRAB antibiogram to assist with empiric treatment options for CRAB. Methods Clinical CRAB isolates from 2017 through the first quarter of 2019 underwent carbapenemase and expanded susceptibility testing at the CT State Public Health Laboratory or the Antibiotic Resistance Laboratory Network regional lab for carbapenemase and expanded susceptibility testing. Susceptibility testing was done by broth microdilution and disk diffusion, and interpreted using Clinical and Laboratory Standards Institute breakpoints. Carbapenemase producers were detected by the modified carbapenem inactivation method. Polymerase chain reaction testing identified carbapenemase genes. Results Of the 64 CRAB isolates submitted, 40 remained after confirmation of carbapenem resistance, i.e., resistance to at least one carbapenem, and deduplication of patients. Of these, 19 were carbapenemase producers (CP), and 21 were non-carpabenemase producers (Non-CP). All isolates were non-susceptible to cefepime, ceftazidime, levofloxacin and all carbapenems. Colistin susceptibilities were available for 33 isolates, 32 (97%) of which were susceptible. Tobramycin susceptibilities were available for 31 isolates, only 10 (32%) of which were susceptible. Of the CP, all 15 were susceptible to colistin, but only 2 (14%) were susceptible to tobramycin. Of the Non-CP, 16 (89%) were susceptible to colistin, and 8 (47%) were susceptible to tobramycin. Most CRABs had a tigecycline minimum inhibitory concentration (MIC) of ≤2 μg/mL, with a higher proportion of Non-CP with lower MIC values than CP. Conclusion CRAB shows resistance to all carbapenems, and most non-carbapenem antibiotics except colistin and in rare circumstances tobramycin. Most CRAB isolates had tigecycline MICs of ≤2 μg/mL. The statewide antibiogram illustrates the lack of approved antibiotics for the treatment of CRAB, underscoring the importance of further antibiotic development for CRAB treatment. ![]()
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Disclosures All authors: No reported disclosures.
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Affiliation(s)
- Anu Paranandi
- Connecticut Department of Public Health, Shelton, Connecticut
| | | | | | - Bobbie Macierowski
- CT Department of Public Health Katherine A. Kelley State Public Health Laboratory, Rocky Hill, Connecticut, Rocky Hill, Connecticut
| | - Diane Noel
- CT State Department of Public Health, Rocky Hill, Connecticut
| | - Jafar Razeq
- Connecticut Department of Public Health, Shelton, Connecticut
| | | | - Vivian Leung
- Connecticut Department of Public Health, Shelton, Connecticut
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14
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Thompson MC, Banach D, Nishimura C, Muyombwe A. 536. Challenges in Using MALDI-TOF Technology to Assess for KPC Resistance in Klebsiella pneumoniae isolates in America. Open Forum Infect Dis 2019. [PMCID: PMC6811151 DOI: 10.1093/ofid/ofz360.605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Background The emergence of Klebsiella pneumoniae Carbapenemase-producing Enterobacteriaceae (KPC-E) has created a major public health concern. In clinical practice, rapid identification of KPC-KP has important implications for clinical management and infection control. In some settings matrix-assisted laser desorption ionization time of flight (MALDI-TOF) software has been used for rapid detection of KPC producing K. pneumoniae with high sensitivity and specificity. Genomic sequencing has determined that the 11.09 m/z peak is related to protein expression from the P109 gene found mostly in Tna4401a isoform among KPC-E. In our study, we evaluated the use of MALDI-TOF automated detection software to evaluate for KPC detection among a diverse group of KPC-E isolates. Methods We tested 52 KPC-E isolates from various hospitals in Connecticut and the Centers for Disease Control and Prevention (CDC) Antibiotic Resistance (AR) Bank. All specimens were verified as KPC-producing strains by detection of the blaKPCgene through polymerase chain reaction. Protein extraction using the standard extraction method was performed on sub-cultured isolates. Each isolate was tested three times on MALDI-TOF MS with the incorporated bio-subtype KPC module. An organism confidence or log score value of 2 or higher was considered valid. Results Among 52 tested KPC-K. pneumoniae isolates, 44 (85%) were from various hospitals in Connecticut, eight (15%) came from the AR Bank. Only 15 (25.1%) of the isolates were detected as KPC-producing using the MALDI-TOF KPC module. Further investigation by peak analysis confirmed all 15 isolates detected positive demonstrated a peak at 11.09 m/z. The 11.09 m/z peak was not found in the 37 specimens that were not detected. Conclusion The results from our study suggest low sensitivity using this software and contradicts results seen in previous European studies. The Tna4401a isoform is often seen in KPC-2 strains, which may be less prevalent in our sample of isolates, explaining the poor sensitivity of MALDI-TOF. Further study is needed to explore this finding and potential opportunities for MALDI-TOF for rapid identification of KPC-KP. Disclosures All authors: No reported disclosures.
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Affiliation(s)
| | | | | | - Anthony Muyombwe
- Connecticut Department of Public Health, Farmington, Connecticut
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15
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Snayd M, Leung V, Maloney M, Durante A, Macierowski B, Noel D, Muyombwe A, Razeq J, Banach D. 2396. Fosfomycin Resistance Among Carbapenem-Resistant Enterobacteriaceae Clinical Isolates in Connecticut, 2017. Open Forum Infect Dis 2018. [PMCID: PMC6253430 DOI: 10.1093/ofid/ofy210.2049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Background Fosfomycin is among the limited treatment options for carbapenem-resistant Enterobacteriaceae (CRE) infections. Despite its use, prevalence of fosfomycin resistance among CRE in the United States is largely unknown. In 2017, submission of Enterobacteriaceae isolates resistant to ≥1 carbapenem became mandated in Connecticut (CT), allowing further characterization at the state public health laboratory (SPHL). We analyzed fosfomycin resistance among CRE isolates in CT during 2017, and explored demographic and molecular factors potentially associated with resistance. Methods After confirming carbapenem resistance, SPHL tests fosfomycin susceptibility using disk diffusion. For each CRE patient, the isolate most resistant to fosfomycin was included in this analysis. We used the Clinical and Laboratory Standards Institute (CLSI) fosfomycin breakpoint for Escherichia coli (nonsusceptible <16 mm) to evaluate associations among fosfomycin resistance and demographic factors, carbapenemase activity (modified carbapenem inactivation method, mCIM) and carbapenemase genes tested at SPHL. We report fosfomycin resistance rate by European Committee on Antimicrobial Susceptibility Testing (EUCAST, resistance <24 mm for E. coli) criteria for comparison. Results Among 138 CRE isolates, 39 (28.3%) were fosfomycin nonsusceptible by CLSI criteria. Most nonsusceptible isolates were Enterobacter cloacae (18; 46.2%) or Klebsiella pneumoniae (17; 43.6%). Isolates from patients aged ≥65 years were more likely to be fosfomycin nonsusceptible than isolates from patients aged <65 years (χ2 = 3.8; P = 0.050). No other demographic characteristics were statistically significant. Of fosfomycin nonsusceptible isolates, 12 (30.8%) produced a carbapenemase (mCIM-positive), and 9 (23.1%) had the blaKPC gene. By EUCAST criteria, 96 (69.6%) CRE isolates were fosfomycin resistant. Conclusion A substantial proportion of CRE in CT during 2017 were fosfomycin nonsusceptible, and nonsusceptibility was associated with older patient age. Fosfomycin resistance risk factors and molecular mechanisms need further exploration. The substantial proportion of isolates with results falling between CLSI and EUCAST breakpoints warrants evaluation. Disclosures All authors: No reported disclosures.
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Affiliation(s)
- Mary Snayd
- Infectious Diseases, University of Connecticut School of Medicine, Farmington, Connecticut
| | - Vivian Leung
- Epidemiology Intelligence Service, Centers for Disease Control and Prevention, Atlanta, Georgia
- Connecticut Department of Public Health, Hartford, Connecticut
| | - Meghan Maloney
- Connecticut Department of Public Health, Hartford, Connecticut
| | - Amanda Durante
- Connecticut Department of Public Health, Hartford, Connecticut
- Community Medicine, University of Connecticut School of Medicine, Farmington, Connecticut
| | - Bobbie Macierowski
- Katherine A. Kelley State Public Health Laboratory, Rocky Hill, Connecticut
| | - Diane Noel
- Katherine A. Kelley State Public Health Laboratory, Rocky Hill, Connecticut
| | - Anthony Muyombwe
- Katherine A. Kelley State Public Health Laboratory, Rocky Hill, Connecticut
| | - Jafar Razeq
- Katherine A. Kelley State Public Health Laboratory, Rocky Hill, Connecticut
| | - David Banach
- Infectious Diseases, University of Connecticut School of Medicine, Farmington, Connecticut
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16
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Patel LN, Arciuolo R, Brantley T, Giancotti FR, Fu J, Zucker JR, Muyombwe A, Rosen JB. 1340Mumps Outbreak among a Highly Vaccinated University Community-New York City, NY, January-April 2014. Open Forum Infect Dis 2014. [PMCID: PMC5781694 DOI: 10.1093/ofid/ofu051.157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Leena N. Patel
- Public Health/Preventive Medicine Residency Program, New York City Department of Health and Mental Hygiene, Queens, NY
| | - Robert Arciuolo
- Bureau of Immunization, New York City Department of Health and Mental Hygiene, Queens, NY
- Centers for Disease Control and Prevention/Council of State and Territorial Epidemiologists Applied Epidemiology Fellowship, Atlanta, GA
| | - Tamara Brantley
- Bureau of Immunization, New York City Department of Health and Mental Hygiene, Queens, NY
| | - Francesca R. Giancotti
- Bureau of Public Health Laboratory, New York City Department of Health and Mental Hygiene, New York, NY
| | - Jie Fu
- Bureau of Public Health Laboratory, New York City Department of Health and Mental Hygiene, New York, NY
| | - Jane R. Zucker
- Bureau of Immunization, New York City Department of Health and Mental Hygiene, Queens, NY
- National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA
| | - Anthony Muyombwe
- Bureau of Public Health Laboratory, New York City Department of Health and Mental Hygiene, New York, NY
| | - Jennifer B. Rosen
- Bureau of Immunization, New York City Department of Health and Mental Hygiene, Queens, NY
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17
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Swan H, Sloan L, Muyombwe A, Chavalitshewinkoon-Petmitr P, Krudsood S, Leowattana W, Wilairatana P, Looareesuwan S, Rosenblatt J. Evaluation of a real-time polymerase chain reaction assay for the diagnosis of malaria in patients from Thailand. Am J Trop Med Hyg 2005; 73:850-4. [PMID: 16282292 DOI: pmid/16282292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
We compared the diagnosis of malaria in 297 patients from Thailand by a real-time polymerase chain reaction (PCR) assay using the LightCycler with conventional microscopy using Giemsa-stained thick and thin blood films. The PCR assay can be completed in one hour and has the potential to detect and identify four species of Plasmodium in a single reaction by use of melting temperature curve analysis (however, we did not detect Plasmodium ovale in this study). Blood was collected, stored, and transported on IsoCode STIX, which provide a stable matrix for the archiving and rapid simple extraction of DNA. A genus-specific primer set corresponding to the 18S ribosomal RNA was used to amplify the target sequence. Fluorescence resonance energy technology hybridization probes were designed for P. falciparum over a region containing basepair mismatches, which allowed differentiation of the other Plasmodium species. The PCR results correlated with the microscopic results in 282 (95%) of 297 patient specimens. Most of these were single-species infections caused by P. vivax (150) and P. falciparum (120), along with 5 P. malariae, 2 mixed infections (P. falciparum and P. vivax), and 5 negative specimens. No negative microscopy specimens were positive by PCR (100% specificity for detection of any Plasmodium). The 15 discrepant results could not be resolved, but given the subjective nature of microscopy and the analytical objectivity of the PCR, the PCR results may be correct. The ability of the PCR method to detect mixed infections or to detect P. ovale could not be determined in this study. Within the limitations of initial equipment costs, this real-time PCR assay is a rapid, accurate, and efficient method for the specific diagnosis of malaria. It may have application in clinical laboratories, as well as in epidemiologic studies and antimalarial efficacy trials.
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Affiliation(s)
- Heather Swan
- Division of Clinical Microbiology, Mayo Clinic, Rochester, Minnesota 55905, USA
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18
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Swan H, Sloan L, Muyombwe A, Chavalitshewinkoon-Petmitr P, Krudsood S, Leowattana W, Wilairatana P, Looareesuwan S, Rosenblatt J. EVALUATION OF A REAL-TIME POLYMERASE CHAIN REACTION ASSAY FOR THE DIAGNOSIS OF MALARIA IN PATIENTS FROM THAILAND. Am J Trop Med Hyg 2005. [PMID: 16282292 DOI: 10.4269/ajtmh.2005.73.850] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Affiliation(s)
- Heather Swan
- Division of Clinical Microbiology, Mayo Clinic, Rochester, Minnesota 55905, USA
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19
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Dumas C, Muyombwe A, Roy G, Matte C, Ouellette M, Olivier M, Papadopoulou B. Recombinant Leishmania major secreting biologically active granulocyte-macrophage colony-stimulating factor survives poorly in macrophages in vitro and delays disease development in mice. Infect Immun 2003; 71:6499-509. [PMID: 14573672 PMCID: PMC219543 DOI: 10.1128/iai.71.11.6499-6509.2003] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Leishmania is an intracellular pathogen that replicates inside macrophages. Activated macrophages produce a specific subset of cytokines that play an important role in the control of Leishmania infections. As part of our interest in developing suicide parasites that produce abortive infections for the purposes of vaccination, we engineered recombinant Leishmania major strains producing biologically active granulocyte-macrophage colony-stimulating factor (GM-CSF). We showed that GM-CSF is being produced in the phagosomes of infected macrophages and that it can be detected in the culture supernatants of both infected macrophages and extracellular parasites. Our data support the notion that GM-CSF secreted by both developmental forms of recombinant L. major can activate macrophages to produce high levels of proinflammatory cytokines such as interleukin-1beta (IL-1beta), IL-6, and IL-18 and various chemokines including RANTES/CCL5, MIP-1alpha/CCL3, MIP-1beta/CCL4, MIP-2/CXCL2, and MCP-1/CCL2, which enhance parasite killing. Indeed, GM-CSF-expressing parasites survive poorly in macrophages in vitro and produce delayed lesion development in susceptible BALB/c mice in vivo. Selective killing of intracellular Leishmania expressing cytokine genes capable of activating cellular responses may constitute a promising strategy to control and/or prevent parasitic infections.
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Affiliation(s)
- Carole Dumas
- Department of Medical Biology, Faculty of Medicine, Laval University, Quebec, Canada
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20
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Forsgren A, Brant M, Möllenkvist A, Muyombwe A, Janson H, Woin N, Riesbeck K. Isolation and characterization of a novel IgD-binding protein from Moraxella catarrhalis. J Immunol 2001; 167:2112-20. [PMID: 11489995 DOI: 10.4049/jimmunol.167.4.2112] [Citation(s) in RCA: 66] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
A novel surface protein of the bacterial species Moraxella catarrhalis that displays a high affinity for IgD (MID) was solubilized in Empigen and isolated by ion exchange chromatography and gel filtration. The apparent molecular mass of monomeric MID was estimated to approximately 200 kDa by SDS-PAGE. The mid gene was cloned and expressed in Escherichia coli. The complete mid nucleotide gene sequence was determined, and the deduced amino acid sequence consists of 2123 residues. The sequence of MID has no similarity to other Ig-binding proteins and differs from all previously described outer membrane proteins of M. catarrhalis. MID was found to exhibit unique Ig-binding properties. Thus, in ELISA, dot blots, and Western blots, MID bound two purified IgD myeloma proteins, four IgD myeloma sera, and finally one IgD standard serum. No binding of MID was detected to IgG, IgM, IgA, or IgE myeloma proteins. MID also bound to the surface-expressed B cell receptor IgD, but not to other membrane molecules on human PBLs. This novel Ig-binding reagent promises to be of theoretical and practical interest in immunological research.
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Affiliation(s)
- A Forsgren
- Department of Medical Microbiology, Malmö University Hospital, Lund University, Malmö, Sweden
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21
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Muyombwe A, Tanji Y, Unno H. Cloning and expression of a gene encoding the lytic functions of Bacillus amyloliquefaciens phage: Evidence of an auxiliary lysis system. J Biosci Bioeng 1999; 88:221-5. [PMID: 16232602 DOI: 10.1016/s1389-1723(99)80206-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/1998] [Accepted: 05/26/1999] [Indexed: 11/30/2022]
Abstract
A bacteriophage specific to Bacillus amyloliquefaciens, a gram-positive bacterium, was isolated from a local sewage treatment center. Using a lysis assay, a gene, lys1521, was isolated and its nucleotide sequence revealed one open reading frame of 375 bp. Homology studies showed amino acid alignment similarity with gene 5A of Bacillus subtilis phages PZA and phi29. Overexpression of the cloned gene yielded a 13 kDa protein corresponding to the predicted gene product. Despite the fact that no significant homology with known cell wall lytic enzymes was apparent, the lytic profile obtained in an in vivo expression assay showed that lys1521 had cell wall hydrolysis activity. This is a significant revelation since the function of the homologous gene 5A product of phage phi29 has been suggested to be required for the in vivo elongation of phage DNA replication. The lys1521 gene could be evidence of the presence in gram-positive bacteriophages of a third lysis gene in addition to the well characterized two-step lysis system.
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Affiliation(s)
- A Muyombwe
- Department of Bioengineering, Faculty of Bioscience and Biotechnology, Tokyo Institute of Technology, 4259 Nagatsuta-cho, Midori-ku, Yokohama 226-8501, Japan
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22
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Muyombwe A, Olivier M, Harvie P, Bergeron MG, Ouellette M, Papadopoulou B. Protection against Leishmania major challenge infection in mice vaccinated with live recombinant parasites expressing a cytotoxic gene. J Infect Dis 1998; 177:188-95. [PMID: 9419187 DOI: 10.1086/513821] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
A "suicide" system based on thymidine kinase-ganciclovir combination was developed and tested in a Leishmania major experimental model. Susceptible BALB/c mice were infected with L. major expressing the thymidine kinase gene of herpes simplex virus type 1 and treated for 2 consecutive weeks with 7.5 mg/kg/day ganciclovir at different times from the initial infection. Ganciclovir treatment at varying times after infection had different effects on the outcome of disease. A complete inhibition of intracellular parasites was obtained in mice treated 1 or 4 days after infection, whereas ganciclovir administration 2 weeks later resulted in the control of infection only when the drug was provided. Variable levels of protection, from partial to total, against challenge infection with virulent L. major were observed, depending on the timing of ganciclovir treatment. The thymidine kinase-ganciclovir approach represents an excellent experimental model to control Leishmania infection and to evaluate the immunologic response of the host.
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MESH Headings
- Animals
- Antimetabolites/administration & dosage
- Antimetabolites/pharmacokinetics
- Antimetabolites/therapeutic use
- DNA, Protozoan/genetics
- Female
- Ganciclovir/administration & dosage
- Ganciclovir/pharmacokinetics
- Ganciclovir/therapeutic use
- Genome, Protozoan
- Herpesvirus 1, Human/genetics
- Leishmania major/drug effects
- Leishmania major/immunology
- Leishmaniasis, Cutaneous/genetics
- Leishmaniasis, Cutaneous/immunology
- Leishmaniasis, Cutaneous/prevention & control
- Mice
- Mice, Inbred BALB C
- Recombination, Genetic
- Thymidine Kinase/genetics
- Transfection
- Vaccines, Synthetic/administration & dosage
- Vaccines, Synthetic/genetics
- Vaccines, Synthetic/immunology
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Affiliation(s)
- A Muyombwe
- Centre Hospitalier de l'Université Laval et Département de Microbiologie, Université Laval, Quebec, Canada
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23
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Abstract
The thymidine kinase gene of Herpes simplex type-1 virus was transfected into several Leishmania species to create drug-sensitive mutants. Expression of the thymidine kinase gene is not by itself harmful to Leishmania cells but it is capable of phosphorylating ganciclovir, a nucleoside analog, into a highly toxic product. In addition to the generation of Leishmania promastigotes highly sensitive to ganciclovir, the thymidine kinase gene was expressed similarly by amastigotes engulfed either by murine or by human macrophages. Leishmania major amastigotes expressing thymidine kinase were eliminated by 85% when treated with ganciclovir. Selective killing of parasites expressing suicide genes at their infective stage could suggest novel strategies for controlling parasitic infections.
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Affiliation(s)
- A Muyombwe
- Centre de Recherche en Infectiologie, CHUL, Faculté de Médecine, Université Laval, Québec, Canada
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