Evidence map›Paper›PMID 37310918›Full record

ArticlePLoS biology2023

Development of an amplicon-based sequencing approach in response to the global emergence of mpox.

Nicholas F G Chen, Chrispin Chaguza, Luc Gagne, Matthew Doucette, Sandra Smole, Erika Buzby, Joshua Hall, Stephanie Ash, Rachel Harrington, Seana Cofsky and 61 more

Open access · goldAbstract read
In one paragraph

Article in PLoS biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed
7.5field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

30 citing papers in PubMed, 51 citations in OpenAlex.

  1. Review
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  9. The Portable Microhaplotype Object and Tools.bioRxiv : the preprint server for biology · 2025
    Article
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  11. Article
  12. Review
  13. Orthopoxvirus Genome Sequencing, Assembly, and Analysis.Methods in molecular biology (Clifton, N.J.) · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

71 authors at 12 institutions in 3 countries.

Nicholas F G ChenDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America.
Chrispin ChaguzaDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America.
Luc GagneMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Matthew DoucetteMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Sandra SmoleMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Erika BuzbyMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Joshua HallMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Stephanie AshMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Rachel HarringtonMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Seana CofskyMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Selina ClancyMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Curtis J KapsakTheiagen Genomics, Highlands Ranch, Colorado, United States of America.
Joel SevinskyTheiagen Genomics, Highlands Ranch, Colorado, United States of America.
Kevin LibuitTheiagen Genomics, Highlands Ranch, Colorado, United States of America.
Daniel J ParkBroad Institute, Cambridge, Massachusetts, United States of America.
Peera HemarajataLos Angeles County Public Health Laboratories, Downey, California, United States of America.
Jacob M GarriguesLos Angeles County Public Health Laboratories, Downey, California, United States of America.
Nicole M GreenLos Angeles County Public Health Laboratories, Downey, California, United States of America.
Sean Sierra-PatevRhode Island Department of Health, Rhode Island State Health Laboratory, Providence, Rhode Island, United States of America.
Kristin Carpenter-AzevedoRhode Island Department of Health, Rhode Island State Health Laboratory, Providence, Rhode Island, United States of America.
Richard C HuardRhode Island Department of Health, Rhode Island State Health Laboratory, Providence, Rhode Island, United States of America.
Claire PearsonConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Kutluhan IncekaraConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Christina NishimuraConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Jian Ping HuangConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Emily GagnonConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Ethan ReeverConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Jafar RazeqConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Anthony MuyombweConnecticut Department of Public Health, Rocky Hill, Connecticut, United States of America.
Vítor BorgesGenomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal.
Rita FerreiraGenomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal.
Daniel SobralGenomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal.
Silvia DuarteTechnology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal.
Daniela SantosTechnology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal.
Luís VieiraTechnology and Innovation Unit, Department of Human Genetics, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal.
João Paulo GomesGenomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), Lisbon, Portugal.
Carly AquinoDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Isabella M SavinoDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Karinda FeltonDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Moneeb BajwaDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Nyjil HaywardDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Holly MillerDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Allison NaumannDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Ria AllmanDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Neel GreerDelaware Public Health Laboratory, Smyrna, Delaware, United States of America.
Amary FallJohns Hopkins School of Medicine, Baltimore, Maryland, United States of America.
Heba H MostafaJohns Hopkins School of Medicine, Baltimore, Maryland, United States of America.
Martin P McHughViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Daniel M MaloneyViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Rebecca DewarViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Juliet KenicerViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Abby ParkerViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Katharine MathersViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Jonathan WildViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Seb CottonViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
Kate E TempletonViral Genotyping Reference Laboratory Edinburgh, NHS Lothian, Royal Infirmary of Edinburgh, Edinburgh, United Kingdom.
George ChurchwellFlorida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America.
Philip A LeeFlorida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America.
Maria PedrosaFlorida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America.
Brenna McGruderFlorida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America.
Sarah SchmedesFlorida Department of Health, Bureau of Public Health Laboratories, Jacksonville, Florida, United States of America.
Matthew R PlumbMinnesota Department of Health, Public Health Laboratory, St. Paul, Minnesota, United States of America.
Xiong WangMinnesota Department of Health, Public Health Laboratory, St. Paul, Minnesota, United States of America.
Regina Bones BarcellosCentro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
Fernanda M S GodinhoCentro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
Richard Steiner SalvatoCentro Estadual de Vigilância em Saúde, Secretaria Estadual da Saúde do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
Aimee CeniserosIdaho Bureau of Laboratories, Boise, Idaho, United States of America.
Mallery I BrebanDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America.
Nathan D GrubaughDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America.
Glen R GallagherMassachusetts Department of Public Health, Jamaica Plain, Massachusetts, United States of America.
Chantal B F VogelsDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America.ORCID 0000-0003-0027-6480
Delaware Division of Public Health · USMassachusetts Department of Public Health · USNHS Lothian · GBConnecticut Department of Public Health · USNational Institute of Health Dr. Ricardo Jorge · PTFlorida Department of Health · USYale University · USRhode Island Department of Health · USLos Angeles County Department of Public Health · USJohns Hopkins University · USMinnesota Department of Health · USBroad Institute · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
High Performance Computing Instrumentation for the Yale Center for Genome AnalysisS10OD030363 · OD · YALE UNIVERSITY · PI MANE, SHRIKANT M · 2022 to 2022
$1.2M
NCATS NIH HHS UL1 TR001863NIH HHS S10 OD030363
6 · The paper itself

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.

Indexed as

COVID-19Mpox, MonkeypoxZika VirusZika Virus InfectionGenomicsHumansPandemicsSARS-CoV-2

Identifiers

PMID37310918
PMCPMC10263305
OpenAlexW4380479762

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.