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Ndiaye M, Badji A, Dieng I, Dolgova AS, Mhamadi M, Kirichenko AD, Gladkikh AS, Gaye A, Faye O, Sall AA, Diallo M, Dedkov VG, Faye O. Molecular Detection and Genetic Characterization of Two Dugbe Orthonairovirus Isolates Detected from Ticks in Southern Senegal. Viruses 2024; 16:964. [PMID: 38932256 PMCID: PMC11209035 DOI: 10.3390/v16060964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/07/2024] [Accepted: 06/11/2024] [Indexed: 06/28/2024] Open
Abstract
Dugbe virus (DUGV) is a tick-borne arbovirus first isolated in Nigeria in 1964. It has been detected in many African countries using such diverse methods as serological tests, virus isolation, and molecular detection. In Senegal, reports of DUGV isolates mainly occurred in the 1970s and 1980s. Here, we report a contemporary detection of three novel DUGV isolates upon screening of a total of 2877 individual ticks regrouped into 844 pools. The three positive pools were identified as Amblyomma variegatum, the main known vector of DUGV, collected in the southern part of the country (Kolda region). Interestingly, phylogenetic analysis indicates that the newly sequenced isolates are globally related to the previously characterized isolates in West Africa, thus highlighting potentially endemic, unnoticed viral transmission. This study was also an opportunity to develop a rapid and affordable protocol for full-genome sequencing of DUGV using nanopore technology. The results suggest a relatively low mutation rate and relatively conservative evolution of DUGV isolates.
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Affiliation(s)
- Mignane Ndiaye
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Aminata Badji
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Idrissa Dieng
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Anna S. Dolgova
- St. Petersburg Pasteur Institute, Federal Service for Consumer Rights Protection and Human Well-Being Surveillance, 197101 St. Petersburg, Russia
| | - Moufid Mhamadi
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Anastasiia D. Kirichenko
- St. Petersburg Pasteur Institute, Federal Service for Consumer Rights Protection and Human Well-Being Surveillance, 197101 St. Petersburg, Russia
| | - Anna S. Gladkikh
- St. Petersburg Pasteur Institute, Federal Service for Consumer Rights Protection and Human Well-Being Surveillance, 197101 St. Petersburg, Russia
| | - Alioune Gaye
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Ousmane Faye
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Amadou Alpha Sall
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Mawlouth Diallo
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
| | - Vladimir G. Dedkov
- St. Petersburg Pasteur Institute, Federal Service for Consumer Rights Protection and Human Well-Being Surveillance, 197101 St. Petersburg, Russia
- Martsinovsky Institute of Medical Parasitology, Tropical and Vector Borne Diseases, Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Oumar Faye
- Institut Pasteur de Dakar, 36 Avenue Pasteur, BP 220, Dakar 12000, Senegal
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Neufeld B, Munyuza C, Reimer A, Capiña R, Lee ER, Becker M, Sandstrom P, Ji H, Cholette F. A validated in-house assay for HIV drug resistance mutation surveillance from dried blood spot specimens. J Virol Methods 2024; 327:114939. [PMID: 38604585 DOI: 10.1016/j.jviromet.2024.114939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 03/28/2024] [Accepted: 04/05/2024] [Indexed: 04/13/2024]
Abstract
Despite increasing scale-up of antiretroviral therapy (ART) coverage, challenges related to adherence and HIV drug resistance (HIVDR) remain. The high cost of HIVDR surveillance is a persistent challenge with implementation in resource-constrained settings. Dried blood spot (DBS) specimens have been demonstrated to be a feasible alternative to plasma or serum for HIVDR genotyping and are more suitable for lower resource settings. There is a need for affordable HIVDR genotyping assays which can amplify HIV-1 sequences from DBS specimens, particularly those with low viral loads, at a low cost. Here, we present an in-house assay capable of reliably amplifying HIV-1 protease and partial reverse transcriptase genes from DBS specimens, which covers the complete World Health Organization 2009 list of drug resistance mutations under surveillance. DBS specimens were prepared using whole blood spiked with HIV-1 at concentrations of 10,000, 5000, 1000, and 500 copies/mL (n=30 for each concentration). Specimens were tested in triplicate. A two-step approach was used consisting of cDNA synthesis followed by nested PCR. The limit of detection of the assay was calculated to be approximately 5000 (95% CI: 3200-10,700) copies/mL for the protease gene and 3600 (95% CI: 2200-10,000) copies/mL for reverse transcriptase. The assay was observed to be most sensitive with higher viral load specimens (97.8% [95% CI: 92.2-99.7]) for both protease and reverse transcriptase at 10,000 copies/mL with performance decreasing with the use of specimens with lower viral loads (46.7% [36.1-57.5] and 60.0% [49.1-70.2] at 500 copies/mL for protease and reverse transcriptase, respectively). Ultimately, this assay presents a promising opportunity for use in resource-constrained settings. Future work should involve validation under field conditions including sub-optimal storage conditions and preparation of DBS with fingerprick blood in order to accurately reflect real-world collection scenarios.
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Affiliation(s)
- Bronwyn Neufeld
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada.
| | - Chantal Munyuza
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Alexandria Reimer
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Rupert Capiña
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Emma R Lee
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Marissa Becker
- Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Paul Sandstrom
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Hezhao Ji
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada; Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
| | - François Cholette
- National Sexually Transmitted and Blood-Borne Infections Laboratory, J.C. Wilt Infectious Diseases Research Centre at the National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada; Department of Medical Microbiology and Infectious Diseases, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada
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3
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Vogels CBF, Hill V, Breban MI, Chaguza C, Paul LM, Sodeinde A, Taylor-Salmon E, Ott IM, Petrone ME, Dijk D, Jonges M, Welkers MRA, Locksmith T, Dong Y, Tarigopula N, Tekin O, Schmedes S, Bunch S, Cano N, Jaber R, Panzera C, Stryker I, Vergara J, Zimler R, Kopp E, Heberlein L, Herzog KS, Fauver JR, Morrison AM, Michael SF, Grubaugh ND. DengueSeq: a pan-serotype whole genome amplicon sequencing protocol for dengue virus. BMC Genomics 2024; 25:433. [PMID: 38693476 PMCID: PMC11062901 DOI: 10.1186/s12864-024-10350-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 04/25/2024] [Indexed: 05/03/2024] Open
Abstract
BACKGROUND The increasing burden of dengue virus on public health due to more explosive and frequent outbreaks highlights the need for improved surveillance and control. Genomic surveillance of dengue virus not only provides important insights into the emergence and spread of genetically diverse serotypes and genotypes, but it is also critical to monitor the effectiveness of newly implemented control strategies. Here, we present DengueSeq, an amplicon sequencing protocol, which enables whole-genome sequencing of all four dengue virus serotypes. RESULTS We developed primer schemes for the four dengue virus serotypes, which can be combined into a pan-serotype approach. We validated both approaches using genetically diverse virus stocks and clinical specimens that contained a range of virus copies. High genome coverage (>95%) was achieved for all genotypes, except DENV2 (genotype VI) and DENV 4 (genotype IV) sylvatics, with similar performance of the serotype-specific and pan-serotype approaches. The limit of detection to reach 70% coverage was 10-100 RNA copies/μL for all four serotypes, which is similar to other commonly used primer schemes. DengueSeq facilitates the sequencing of samples without known serotypes, allows the detection of multiple serotypes in the same sample, and can be used with a variety of library prep kits and sequencing instruments. CONCLUSIONS DengueSeq was systematically evaluated with virus stocks and clinical specimens spanning the genetic diversity within each of the four dengue virus serotypes. The primer schemes can be plugged into existing amplicon sequencing workflows to facilitate the global need for expanded dengue virus genomic surveillance.
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Affiliation(s)
- Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA.
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, USA.
| | - Verity Hill
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Mallery I Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Chrispin Chaguza
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, USA
| | - Lauren M Paul
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida, USA
| | - Afeez Sodeinde
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Emma Taylor-Salmon
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Isabel M Ott
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
| | - Mary E Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA
- Sydney Institute for Infectious Diseases, School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | - Dennis Dijk
- Department of Medical Microbiology & Infection Prevention, Amsterdam UMC Location AMC, Amsterdam, The Netherlands
| | - Marcel Jonges
- Department of Medical Microbiology & Infection Prevention, Amsterdam UMC Location AMC, Amsterdam, The Netherlands
| | - Matthijs R A Welkers
- Department of Medical Microbiology & Infection Prevention, Amsterdam UMC Location AMC, Amsterdam, The Netherlands
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, The Netherlands
| | - Timothy Locksmith
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Yibo Dong
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, USA
| | - Namratha Tarigopula
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, USA
| | - Omer Tekin
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, USA
| | - Sarah Schmedes
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, USA
| | - Sylvia Bunch
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Natalia Cano
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Rayah Jaber
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Charles Panzera
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Ian Stryker
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Julieta Vergara
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Rebecca Zimler
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, USA
| | - Edgar Kopp
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Lea Heberlein
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Kaylee S Herzog
- Department of Epidemiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Joseph R Fauver
- Department of Epidemiology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Andrea M Morrison
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, USA
| | - Scott F Michael
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, USA.
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, USA.
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, USA.
- Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, USA.
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4
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de Souza UJB, Macedo YDSM, dos Santos RN, Cardoso FDP, Galvão JD, Gabev EE, Franco AC, Roehe PM, Spilki FR, Campos FS. Circulation of Dengue Virus Serotype 1 Genotype V and Dengue Virus Serotype 2 Genotype III in Tocantins State, Northern Brazil, 2021-2022. Viruses 2023; 15:2136. [PMID: 38005815 PMCID: PMC10674946 DOI: 10.3390/v15112136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 10/20/2023] [Accepted: 10/21/2023] [Indexed: 11/26/2023] Open
Abstract
In Brazil, the state of Tocantins, located in north-central Brazil, has experienced a significant number of cases of arboviral disease, particularly Dengue virus (DENV). This study aimed to deepen the knowledge on DENV circulation within that state by conducting full genome sequencing of viral genomes recovered from 61 patients between June 2021 and July 2022. There were a total of 8807 and 20,692 cases in 2021 and 2022, respectively, as reported by the state's Secretary of Health. Nucleotide sequencing confirmed the circulation of DENV serotype 1, genotype V and DENV serotype 2, genotype III in the State. Younger age groups (4 to 43 years old) were mostly affected; however, no significant differences were detected regarding the gender distribution of cases in humans. Phylogenetic analysis revealed that the circulating viruses belong to DENV-1 genotype V American and DENV-2 genotype III Southeast Asian/American. The Bayesian analysis of DENV-1 genotype V genomes sequenced here are closely related to genomes previously sequenced in the state of São Paulo. Regarding the DENV-2 genotype III genomes, these clustered in a distinct, well-supported subclade, along with previously reported isolates from the states of Goiás and São Paulo. The findings reported here suggest that multiple introductions of these genotypes occurred in the Tocantins state. This observation highlights the importance of major population centers in Brazil on virus dispersion, such as those observed in other Latin American and North American countries. In the SNP analysis, DENV-1 displayed 122 distinct missense mutations, while DENV-2 had 44, with significant mutations predominantly occurring in the envelope and NS5 proteins. The analyses performed here highlight the concomitant circulation of distinct DENV-1 and -2 genotypes in some Brazilian states, underscoring the dynamic evolution of DENV and the relevance of surveillance efforts in supporting public health policies.
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Affiliation(s)
- Ueric José Borges de Souza
- Bioinformatics and Biotechnology Laboratory, Campus of Gurupi, Federal University of Tocantins, Gurupi 77410-570, Brazil; (Y.d.S.M.M.); (R.N.d.S.)
| | - Ygor da Silva Miranda Macedo
- Bioinformatics and Biotechnology Laboratory, Campus of Gurupi, Federal University of Tocantins, Gurupi 77410-570, Brazil; (Y.d.S.M.M.); (R.N.d.S.)
| | - Raíssa Nunes dos Santos
- Bioinformatics and Biotechnology Laboratory, Campus of Gurupi, Federal University of Tocantins, Gurupi 77410-570, Brazil; (Y.d.S.M.M.); (R.N.d.S.)
| | | | - Jucimária Dantas Galvão
- Central Public Health Laboratory of the State of Tocantins, Palmas 77054-970, Brazil; (F.D.P.C.); (J.D.G.)
| | - Evgeni Evgeniev Gabev
- Department of Physiology and Pathophysiology, Medical University of Sofia, 1431 Sofia, Bulgaria;
| | - Ana Cláudia Franco
- Virology Laboratory, Department of Microbiology, Immunology, and Parasitology, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre 90050-170, Brazil; (A.C.F.); (P.M.R.)
| | - Paulo Michel Roehe
- Virology Laboratory, Department of Microbiology, Immunology, and Parasitology, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre 90050-170, Brazil; (A.C.F.); (P.M.R.)
| | | | - Fabrício Souza Campos
- Bioinformatics and Biotechnology Laboratory, Campus of Gurupi, Federal University of Tocantins, Gurupi 77410-570, Brazil; (Y.d.S.M.M.); (R.N.d.S.)
- Virology Laboratory, Department of Microbiology, Immunology, and Parasitology, Institute of Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre 90050-170, Brazil; (A.C.F.); (P.M.R.)
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Vogels CB, Hill V, Breban MI, Chaguza C, Paul LM, Sodeinde A, Taylor-Salmon E, Ott IM, Petrone ME, Dijk D, Jonges M, Welkers MR, Locksmith T, Dong Y, Tarigopula N, Tekin O, Schmedes S, Bunch S, Cano N, Jaber R, Panzera C, Stryker I, Vergara J, Zimler R, Kopp E, Heberlein L, Morrison AM, Michael SF, Grubaugh ND. DengueSeq: A pan-serotype whole genome amplicon sequencing protocol for dengue virus. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.13.23296997. [PMID: 37873191 PMCID: PMC10592998 DOI: 10.1101/2023.10.13.23296997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Background The increasing burden of dengue virus on public health due to more explosive and frequent outbreaks highlights the need for improved surveillance and control. Genomic surveillance of dengue virus not only provides important insights into the emergence and spread of genetically diverse serotypes and genotypes, but it is also critical to monitor the effectiveness of newly implemented control strategies. Here, we present DengueSeq, an amplicon sequencing protocol, which enables whole-genome sequencing of all four dengue virus serotypes. Results We developed primer schemes for the four dengue virus serotypes, which can be combined into a pan-serotype approach. We validated both approaches using genetically diverse virus stocks and clinical specimens that contained a range of virus copies. High genome coverage (>95%) was achieved for all genotypes, except DENV2 (genotype VI) and DENV 4 (genotype IV) sylvatics, with similar performance of the serotype-specific and pan-serotype approaches. The limit of detection to reach 70% coverage was 101-102 RNA copies/μL for all four serotypes, which is similar to other commonly used primer schemes. DengueSeq facilitates the sequencing of samples without known serotypes, allows the detection of multiple serotypes in the same sample, and can be used with a variety of library prep kits and sequencing instruments. Conclusions DengueSeq was systematically evaluated with virus stocks and clinical specimens spanning the genetic diversity within each of the four dengue virus serotypes. The primer schemes can be plugged into existing amplicon sequencing workflows to facilitate the global need for expanded dengue virus genomic surveillance.
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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
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, United States of America
| | - Verity Hill
- 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
| | - Chrispin Chaguza
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, United States of America
| | - Lauren M. Paul
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida, United States of America
| | - Afeez Sodeinde
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Emma Taylor-Salmon
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Department of Pediatrics, Yale School of Medicine, 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
| | - Mary E. Petrone
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, Connecticut, United States of America
- Sydney Institute for Infectious Diseases, School of Medical Sciences, University of Sydney, NSW, Australia
| | - Dennis Dijk
- Department of Medical Microbiology & Infection Prevention, Amsterdam UMC location AMC, Amsterdam, The Netherlands
| | - Marcel Jonges
- Department of Medical Microbiology & Infection Prevention, Amsterdam UMC location AMC, Amsterdam, The Netherlands
| | - Matthijs R.A. Welkers
- Department of Medical Microbiology & Infection Prevention, Amsterdam UMC location AMC, Amsterdam, The Netherlands
- Department of Infectious Diseases, Public Health Service of Amsterdam, Amsterdam, The Netherlands
| | - Timothy Locksmith
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Yibo Dong
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, United States of America
| | - Namratha Tarigopula
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, United States of America
| | - Omer Tekin
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, United States of America
| | - Sarah Schmedes
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, United States of America
| | - Sylvia Bunch
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Natalia Cano
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Rayah Jaber
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Charles Panzera
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Ian Stryker
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Julieta Vergara
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Rebecca Zimler
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, United States of America
| | - Edgar Kopp
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Lea Heberlein
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, United States of America
| | - Andrea M. Morrison
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, United States of America
| | - Scott F. Michael
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, Florida, 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
- Yale Institute for Global Health, Yale University, New Haven, Connecticut, United States of America
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, United States of America
- Public Health Modeling Unit, Yale School of Public Health, New Haven, Connecticut, United States of America
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6
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Zheng P, Zhou C, Ding Y, Liu B, Lu L, Zhu F, Duan S. Nanopore sequencing technology and its applications. MedComm (Beijing) 2023; 4:e316. [PMID: 37441463 PMCID: PMC10333861 DOI: 10.1002/mco2.316] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 05/29/2023] [Accepted: 05/31/2023] [Indexed: 07/15/2023] Open
Abstract
Since the development of Sanger sequencing in 1977, sequencing technology has played a pivotal role in molecular biology research by enabling the interpretation of biological genetic codes. Today, nanopore sequencing is one of the leading third-generation sequencing technologies. With its long reads, portability, and low cost, nanopore sequencing is widely used in various scientific fields including epidemic prevention and control, disease diagnosis, and animal and plant breeding. Despite initial concerns about high error rates, continuous innovation in sequencing platforms and algorithm analysis technology has effectively addressed its accuracy. During the coronavirus disease (COVID-19) pandemic, nanopore sequencing played a critical role in detecting the severe acute respiratory syndrome coronavirus-2 virus genome and containing the pandemic. However, a lack of understanding of this technology may limit its popularization and application. Nanopore sequencing is poised to become the mainstream choice for preventing and controlling COVID-19 and future epidemics while creating value in other fields such as oncology and botany. This work introduces the contributions of nanopore sequencing during the COVID-19 pandemic to promote public understanding and its use in emerging outbreaks worldwide. We discuss its application in microbial detection, cancer genomes, and plant genomes and summarize strategies to improve its accuracy.
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Affiliation(s)
- Peijie Zheng
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Chuntao Zhou
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Yuemin Ding
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
- Institute of Translational Medicine, School of MedicineZhejiang University City CollegeHangzhouChina
- Key Laboratory of Novel Targets and Drug Study for Neural Repair of Zhejiang Province, School of MedicineZhejiang University City CollegeHangzhouChina
| | - Bin Liu
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Liuyi Lu
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Feng Zhu
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
| | - Shiwei Duan
- Department of Clinical MedicineSchool of MedicineZhejiang University City CollegeHangzhouChina
- Institute of Translational Medicine, School of MedicineZhejiang University City CollegeHangzhouChina
- Key Laboratory of Novel Targets and Drug Study for Neural Repair of Zhejiang Province, School of MedicineZhejiang University City CollegeHangzhouChina
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7
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Bohard L, Lallemand S, Borne R, Courquet S, Bresson-Hadni S, Richou C, Millon L, Bellanger AP, Knapp J. Complete mitochondrial exploration of Echinococcus multilocularis from French alveolar echinococcosis patients. Int J Parasitol 2023:S0020-7519(23)00076-0. [PMID: 37148987 DOI: 10.1016/j.ijpara.2023.03.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 03/14/2023] [Accepted: 03/20/2023] [Indexed: 05/08/2023]
Abstract
Alveolar echinococcosis (AE) is a parasitosis that is expanding worldwide, including in Europe. The development of genotypic markers is essential to follow its spatiotemporal evolution. Sequencing of the commonly used mitochondrial genes cob, cox1, and nad2 shows low discriminatory power, and analysis of the microsatellite marker EmsB does not allow nucleotide sequence analysis. We aimed to develop a new method for the genotyping of Echinococcus multilocularis based on whole mitochondrial genome (mitogenome) sequencing, to determine the genetic diversity among 30 human visceral samples from French patients, and compare this method with those currently in use. Sequencing of the whole mitochondrial genome was carried out after amplification by PCR, using one uniplex and two multiplex reactions to cover the 13,738 bp of the mitogenome, combined with Illumina technology. Thirty complete mitogenome sequences were obtained from AE lesions. One showed strong identity with Asian genotypes (99.98% identity) in a patient who had travelled to China. The other 29 mitogenomes could be differentiated into 13 haplotypes, showing higher haplotype and nucleotide diversity than when using the cob, cox1, and nad2 gene sequences alone. The mitochondrial genotyping data and EmsB profiles did not overlap, probably because one method uses the mitochondrial genome and the other the nuclear genome. The pairwise fixation index (Fst) value between individuals living inside and those living outside the endemic area was high (Fst = 0.222, P = 0.002). This is consistent with the hypothesis of an expansion from historical endemic areas to peripheral regions.
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Affiliation(s)
- Louis Bohard
- Department of Infectious Disease, University Hospital of Besançon, 3 boulevard A. Fleming, 25030 Besançon, France
| | - Séverine Lallemand
- UMR CNRS 6249 Chrono-environnement Laboratory, University of Franche-Comté, 16 Route de Gray, 25030 Besançon, France
| | - Romain Borne
- UMR CNRS 6249 Chrono-environnement Laboratory, University of Franche-Comté, 16 Route de Gray, 25030 Besançon, France
| | - Sandra Courquet
- UMR CNRS 6249 Chrono-environnement Laboratory, University of Franche-Comté, 16 Route de Gray, 25030 Besançon, France; Department of Parasitology-Mycology, Reference National Center for Echinococcosis, University Hospital of Besançon, 3 boulevard A. Fleming, 25030 Besançon, France
| | - Solange Bresson-Hadni
- UMR CNRS 6249 Chrono-environnement Laboratory, University of Franche-Comté, 16 Route de Gray, 25030 Besançon, France; Department of Parasitology-Mycology, Reference National Center for Echinococcosis, University Hospital of Besançon, 3 boulevard A. Fleming, 25030 Besançon, France
| | - Carine Richou
- Department of Hepatology, University Hospital of Besançon, 3 boulevard A. Fleming, Besançon France
| | - Laurence Millon
- UMR CNRS 6249 Chrono-environnement Laboratory, University of Franche-Comté, 16 Route de Gray, 25030 Besançon, France; Department of Parasitology-Mycology, Reference National Center for Echinococcosis, University Hospital of Besançon, 3 boulevard A. Fleming, 25030 Besançon, France
| | - Anne-Pauline Bellanger
- UMR CNRS 6249 Chrono-environnement Laboratory, University of Franche-Comté, 16 Route de Gray, 25030 Besançon, France; Department of Parasitology-Mycology, Reference National Center for Echinococcosis, University Hospital of Besançon, 3 boulevard A. Fleming, 25030 Besançon, France
| | - Jenny Knapp
- UMR CNRS 6249 Chrono-environnement Laboratory, University of Franche-Comté, 16 Route de Gray, 25030 Besançon, France; Department of Parasitology-Mycology, Reference National Center for Echinococcosis, University Hospital of Besançon, 3 boulevard A. Fleming, 25030 Besançon, France.
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8
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Tešović B, Nišavić J, Banović Đeri B, Petrović T, Radalj A, Šekler M, Matović K, Debeljak Z, Vasković N, Dmitrić M, Vidanović D. Development of multiplex PCR based NGS protocol for whole genome sequencing of West Nile virus lineage 2 directly from biological samples using Oxford Nanopore platform. Diagn Microbiol Infect Dis 2023; 105:115852. [PMID: 36427437 DOI: 10.1016/j.diagmicrobio.2022.115852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 10/06/2022] [Accepted: 10/24/2022] [Indexed: 11/08/2022]
Abstract
West Nile virus (WNV) can affect humans, birds, horses and another mammals, causing asymptomatic infection, mild febrile disease, neurological and systematic disease and death. In order to gain insight into the prevalence of WNV, a monitoring program has been established in the Republic of Serbia. Whole genome sequencing is essential for the molecular epizootiological analysis of virus entry and transmission routes, especially in high-risk regions. This paper describes the development of a multiplex PCR based NGS protocol for whole genome sequencing of WNV lineage 2 directly from biological samples using Oxford Nanopore (ONT) platform. The results obtained using this platform, confirmed by Sanger sequencing, indicate that this protocol can be applied to obtain whole sequences of the WNV genome, even when the virus concentration in the sample is medium, Ct value is approximately 30. The use of this protocol does not require prior virus isolation on cell culture nor the depletion of host nucleic acids.
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Affiliation(s)
- Bojana Tešović
- Veterinary Specilaized Institute "Kraljevo", Kraljevo, Serbia.
| | - Jakov Nišavić
- Faculty of Veterinary Medicine, University of Belgrade, Belgrade, Serbia
| | - Bojana Banović Đeri
- Institute of molecular genetic and genetic engineering, University of Belgrade, Belgrade, Serbia
| | - Tamaš Petrović
- Scientific Veterinary Institute Novi Sad, Novi Sad, Serbia
| | - Andrea Radalj
- Faculty of Veterinary Medicine, University of Belgrade, Belgrade, Serbia
| | - Milanko Šekler
- Veterinary Specilaized Institute "Kraljevo", Kraljevo, Serbia
| | - Kazimir Matović
- Veterinary Specilaized Institute "Kraljevo", Kraljevo, Serbia
| | - Zoran Debeljak
- Veterinary Specilaized Institute "Kraljevo", Kraljevo, Serbia
| | - Nikola Vasković
- Veterinary Specilaized Institute "Kraljevo", Kraljevo, Serbia
| | - Marko Dmitrić
- Veterinary Specilaized Institute "Kraljevo", Kraljevo, Serbia
| | - Dejan Vidanović
- Veterinary Specilaized Institute "Kraljevo", Kraljevo, Serbia
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9
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MinION Whole-Genome Sequencing in Resource-Limited Settings: Challenges and Opportunities. CURRENT CLINICAL MICROBIOLOGY REPORTS 2022; 9:52-59. [DOI: 10.1007/s40588-022-00183-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2022] [Indexed: 11/18/2022]
Abstract
Abstract
Purpose of Review
The introduction of MinION whole-genome sequencing technology greatly increased and simplified complete genome sequencing in various fields of science across the globe. Sequences have been generated from complex organisms to microorganisms and are stored in genome databases that are readily accessible by researchers. Various new software for genome analysis, along with upgrades to older software packages, are being generated. New protocols are also being validated that enable WGS technology to be rapidly and increasingly used for sequencing in field settings.
Recent Findings
MinION WGS technology has been implemented in developed countries due to its advantages: portability, real-time analysis, and lower cost compared to other sequencing technologies. While these same advantages are critical in developing countries, MinION WGS technology is still under-utilized in resource-limited settings.
Summary
In this review, we look at the applications, advantages, challenges, and opportunities of using MinION WGS in resource-limited settings.
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10
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Gupta S, Yadav A, Stubbs S, Frost S, Ansari K, Nema RK, Nema S, Biswas D. Genome-wide mutational analysis of Chikungunya strains from 2016 to 2017 outbreak of central India: An attempt to elucidate the immunological basis for outbreak. Heliyon 2022; 8:e11400. [DOI: 10.1016/j.heliyon.2022.e11400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 02/28/2022] [Accepted: 10/28/2022] [Indexed: 11/06/2022] Open
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11
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Su W, Jiang L, Lu W, Xie H, Cao Y, Di B, Li Y, Nie K, Wang H, Zhang Z, Xu S. A Serotype-Specific and Multiplex PCR Method for Whole-Genome Sequencing of Dengue Virus Directly from Clinical Samples. Microbiol Spectr 2022; 10:e0121022. [PMID: 36094197 PMCID: PMC9602986 DOI: 10.1128/spectrum.01210-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 08/16/2022] [Indexed: 12/30/2022] Open
Abstract
Dengue virus (DENV) is the most globally prevalent member of the genus Flavivirus in the family Flaviviridae, which can be classified into four serotypes. Historically, molecular epidemiological studies of DENV depended on E gene sequencing. The development of next-generation sequencing (NGS) allowed its application to viral whole-genome sequencing (WGS). In this study, we report the improvement of the existing WGS process for DENV by optimizing the primer design procedure, designing serotype-specific primer panels and reducing the sizes of amplicons. A total of 31 DENV-positive serum samples belonging to 4 serotypes and 9 genotypes of DENV were involved in the validation of the primer panels. The threshold cycle (CT) values of these samples ranged from 23.91 to 35.11. The validation results showed that the length of consensus sequences generated at a coverage depth of 20× or more ranged from 10,370 to 10,672 bp, with 100.00% coverage of the open reading frames and 97.34% to 99.52% coverage of the DENV genome. The amplification efficiency varied across amplicons, genotypes, and serotypes of DENVs. These results indicate that the serotype-specific primer panels allow users to obtain the whole genome of DENV directly from clinical samples, providing a universal, rapid, and effective tool for the integration of genomics with dengue surveillance. IMPORTANCE Dengue virus (DENV) is becoming the most globally prevalent arbovirus. The number of people living under the threat of DENV is increasing year by year. With the development of next-generation sequencing (NGS) technology, whole-genome sequencing (WGS) has been more and more widely used in infectious disease surveillance and molecular epidemiological studies. DENV population sequencing by NGS can increase our understanding of the changing epidemiology and evolution of the DENV genome at the molecular level, which demands universal primer panels and combination with NGS platforms. Multiplex PCR with a short-amplicon approach proved superior for amplifying viral genomes from clinical samples, particularly when the viral RNA was present at low concentrations. Additionally, DENV are known for their genetic diversity within serotype groups and geographical regions, so the primer panels we designed focused on universality, which would be useful in future local DENV outbreaks.
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Affiliation(s)
- Wenzhe Su
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Liyun Jiang
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Weizhi Lu
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Huaping Xie
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Yimin Cao
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Biao Di
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Yan Li
- Shandong Center for Disease Control and Prevention, Jinan, China
| | - Kai Nie
- Department of Arboviruses, NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Beijing, China
- State Key Laboratory for Infectious Disease Control and Prevention, Beijing, China
| | - Huanyu Wang
- Department of Arboviruses, NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Beijing, China
- State Key Laboratory for Infectious Disease Control and Prevention, Beijing, China
| | - Zhoubin Zhang
- Guangzhou Center for Disease Control and Prevention, Guangzhou, China
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou, China
| | - Songtao Xu
- Department of Arboviruses, NHC Key Laboratory of Biosafety, National Institute for Viral Disease Control and Prevention, Beijing, China
- State Key Laboratory for Infectious Disease Control and Prevention, Beijing, China
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12
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Mackie J, Kinoti WM, Chahal SI, Lovelock DA, Campbell PR, Tran-Nguyen LTT, Rodoni BC, Constable FE. Targeted Whole Genome Sequencing (TWG-Seq) of Cucumber Green Mottle Mosaic Virus Using Tiled Amplicon Multiplex PCR and Nanopore Sequencing. PLANTS (BASEL, SWITZERLAND) 2022; 11:2716. [PMID: 36297740 PMCID: PMC9607580 DOI: 10.3390/plants11202716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/11/2022] [Accepted: 10/12/2022] [Indexed: 06/16/2023]
Abstract
Rapid and reliable detection tools are essential for disease surveillance and outbreak management, and genomic data is essential to determining pathogen origin and monitoring of transmission pathways. Low virus copy number and poor RNA quality can present challenges for genomic sequencing of plant viruses, but this can be overcome by enrichment of target nucleic acid. A targeted whole genome sequencing (TWG-Seq) approach for the detection of cucumber green mottle mosaic virus (CGMMV) has been developed where overlapping amplicons generated using two multiplex RT-PCR assays are then sequenced using the Oxford Nanopore MinION. Near complete coding region sequences were assembled with ≥100× coverage for infected leaf tissue dilution samples with RT-qPCR cycle quantification (Cq) values from 11.8 to 38 and in seed dilution samples with Cq values 13.8 to 27. Consensus sequences assembled using this approach showed greater than 99% nucleotide similarity when compared to genomes produced using metagenomic sequencing. CGMMV could be confidently detected in historical seed isolates with degraded RNA. Whilst limited access to, and costs associated with second-generation sequencing platforms can influence diagnostic outputs, the portable Nanopore technology offers an affordable high throughput sequencing alternative when combined with TWG-Seq for low copy or degraded samples.
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Affiliation(s)
- Joanne Mackie
- School of Applied Systems Biology, La Trobe University, Melbourne, VIC 3083, Australia
- Agriculture Victoria Research, Department of Jobs, Precincts and Regions, AgriBio, Melbourne, VIC 3083, Australia
| | - Wycliff M. Kinoti
- School of Applied Systems Biology, La Trobe University, Melbourne, VIC 3083, Australia
| | - Sumit I. Chahal
- School of Applied Systems Biology, La Trobe University, Melbourne, VIC 3083, Australia
| | - David A. Lovelock
- School of Applied Systems Biology, La Trobe University, Melbourne, VIC 3083, Australia
| | - Paul R. Campbell
- Horticulture and Forestry Science, Department of Agriculture and Fisheries, Ecosciences Precinct, Brisbane, QLD 4102, Australia
| | | | - Brendan C. Rodoni
- School of Applied Systems Biology, La Trobe University, Melbourne, VIC 3083, Australia
- Agriculture Victoria Research, Department of Jobs, Precincts and Regions, AgriBio, Melbourne, VIC 3083, Australia
| | - Fiona E. Constable
- School of Applied Systems Biology, La Trobe University, Melbourne, VIC 3083, Australia
- Agriculture Victoria Research, Department of Jobs, Precincts and Regions, AgriBio, Melbourne, VIC 3083, Australia
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13
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Grose C. Metagenomic sequencing of cerebrospinal fluid from children with meningitis. EBioMedicine 2022; 84:104287. [PMID: 36152521 PMCID: PMC9508405 DOI: 10.1016/j.ebiom.2022.104287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 09/08/2022] [Indexed: 11/06/2022] Open
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14
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Lin Y, Yang L, Qiu S, Yang C, Wang K, Li J, Jia L, Li P, Song H. Rapid Identification and Source Tracing of a Salmonella Typhimurium Outbreak in China by Metagenomic and Whole-Genome Sequencing. Foodborne Pathog Dis 2022; 19:259-265. [PMID: 35420907 DOI: 10.1089/fpd.2021.0072] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Salmonella spp. are among the most prevalent foodborne pathogens. Rapid identification of etiologic agents during foodborne outbreaks is of great importance. In this study, we report a traceback investigation of a Salmonella outbreak in China. Metagenomic sequencing of suspected food samples was performed on MinION and MiSeq platforms. Real-time nanopore sequencing analysis identified reads belonging to the Enterobacteriaceae family. MiSeq sequencing identified 63 reads specifically mapped to Salmonella. Conventional methods including quantitative-PCR and culture-based isolation confirmed as Salmonella enterica serovar Typhimurium. The foodborne outbreak of Salmonella Typhimurium was further recognized by whole-genome sequencing and pulsed-field gel electrophoresis analysis. Our study demonstrates the ability of metagenomic sequencing to rapidly identify enteric pathogens directly from food samples. These results highlight the capacity of metagenomic sequencing to deliver actionable information rapidly and to expedite the tracing and identification of etiologic agents during foodborne outbreaks.
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Affiliation(s)
- Yanfeng Lin
- Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China.,Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Lang Yang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Shaofu Qiu
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Chaojie Yang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Kaiying Wang
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Jinhui Li
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Leili Jia
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Peng Li
- Chinese PLA Center for Disease Control and Prevention, Beijing, China
| | - Hongbin Song
- Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China.,Chinese PLA Center for Disease Control and Prevention, Beijing, China
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15
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Tabatabaei SA, Mansouri A, Tarokh A, Chini SF. Ionic current magnetic fields in 3D finite-length nanopores and nanoslits. EUROPEAN PHYSICAL JOURNAL PLUS 2022; 137:312. [PMID: 35284202 PMCID: PMC8899798 DOI: 10.1140/epjp/s13360-022-02519-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 02/23/2022] [Indexed: 06/14/2023]
Abstract
Deoxyribonucleic acid (DNA) encodes all genetic information, and in genetic disorders, DNA sequencing is used as an effective diagnosis. Nanopore/slit is one of the recent and successful tools for DNA sequencing. Passage of DNA along the pores creates non-uniform ionic currents which creates non-uniform electric and magnetic fields, accordingly. Sensing the electric field is usually used for sequencing application. We suggest to use the magnetic field induced by pressure-driven ionic currents as a secondary signal. We systematically compared the induced magnetic field of nanopores and nanoslits with equal cross-sectional area. The 3D magnetic field is numerically obtained by solving the Poisson-Nernst-Planck, Ampere, and Navier-Stokes equations. As expected, the maximum value of the maximum magnetic flux occurs near the wall and inside the channel, and increasing the pressure gradient along the pore/slit increases the flowrate and magnetic field, consequently. At a given pressure difference across the pore/slit, nanopores are better than nanoslits in sensing the magnetic flux. For example, by applying 2 MPa across the pore/slit, the maximum magnetic flux density for nanopore, nanoslit A R = 1 and nanoslit A R = 5 are 1.10 pT, 1.08 pT and 0.45 pT, accordingly. Also, at a given flowrate across the pore/slit, nanoslits are the better choice. It should be noted the external magnetic fields as small as pico-Tesla are detectable and measurable in voltage/pressure driven electrokinetic flow slits.
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Affiliation(s)
- Seyed Ali Tabatabaei
- School of Mechanical Engineering, College of Engineering, University of Tehran, Tehran, Iran
| | | | - Ali Tarokh
- Department of Mechanical Engineering, Lakehead University, Thunder Bay, ON Canada
| | - Seyed Farshid Chini
- School of Mechanical Engineering, College of Engineering, University of Tehran, Tehran, Iran
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16
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Whittle E, Yonkus JA, Jeraldo P, Alva-Ruiz R, Nelson H, Kendrick ML, Grys TE, Patel R, Truty MJ, Chia N. Optimizing Nanopore Sequencing for Rapid Detection of Microbial Species and Antimicrobial Resistance in Patients at Risk of Surgical Site Infections. mSphere 2022; 7:e0096421. [PMID: 35171692 PMCID: PMC8849348 DOI: 10.1128/msphere.00964-21] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Surgical site infections (SSI) are a significant burden to patients and health care systems. We evaluated the use of Nanopore sequencing (NS) to rapidly detect microbial species and antimicrobial resistance (AMR) genes present in intraoperative bile aspirates. Bile aspirates from 42 patients undergoing pancreatic head resection were included. Three methods of DNA extraction using mechanical cell lysis or protease cell lysis were compared to determine the optimum method of DNA extraction. The impact of host DNA depletion, sequence run duration, and use of different AMR gene databases was also assessed. To determine clinical value, NS results were compared to standard culture (SC) results. NS identified microbial species in all culture positive samples. Mechanical lysis improved NS detection of cultured species from 60% to 76%, enabled detection of fungal species, and increased AMR predictions. Host DNA depletion improved detection of streptococcal species and AMR correlation with SC. Selection of AMR database influenced the number of AMR hits and resistance profile of 13 antibiotics. AMR prediction using CARD and ResFinder 4.1 correctly predicted 79% and 81% of the bile antibiogram, respectively. Sequence run duration positively correlated with detection of AMR genes. A minimum of 6 h was required to characterize the biliary microbes, resulting in a turnaround time of 14 h. Rapid identification of microbial species and AMR genes can be achieved by NS. NS results correlated with SC, suggesting that NS may be useful in guiding early antimicrobial therapy postsurgery. IMPORTANCE Surgical site infections (SSI) are a significant burden to patients and health care systems. They increase mortality rates, length of hospital stays, and associated health care costs. To reduce the risk of SSI, surgical patients are administered broad-spectrum antibiotics that are later adapted to target microbial species detected at the site of surgical incision. Use of broad-spectrum antibiotics can be harmful to the patient. We wanted to develop a rapid method of detecting microbial species and their antimicrobial resistance phenotypes. We developed a method of detecting microbial species and predicting resistance phenotypes using Nanopore sequencing. Results generated using Nanopore sequencing were similar to current methods of detection but were obtained in a significantly shorter amount of time. This suggests that Nanopore sequencing could be used to tailor antibiotics in surgical patients and reduce use of broad-spectrum antibiotics.
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Affiliation(s)
- Emma Whittle
- Division of Surgical Research, Department of Surgery, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
| | - Jennifer A. Yonkus
- Division of Hepatobiliary & Pancreatic Surgery, Department of Surgery, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
| | - Patricio Jeraldo
- Division of Surgical Research, Department of Surgery, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
| | - Roberto Alva-Ruiz
- Division of Hepatobiliary & Pancreatic Surgery, Department of Surgery, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
| | - Heidi Nelson
- Division of Research and Optimal Patient Care, Cancer Programs, American College of Surgeonsgrid.417954.a, Chicago, Illinois, USA
| | - Michael L. Kendrick
- Division of Hepatobiliary & Pancreatic Surgery, Department of Surgery, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
| | - Thomas E. Grys
- Department of Laboratory Medicine and Pathology, Mayo Clinicgrid.66875.3a, Phoenix, Arizona, USA
| | - Robin Patel
- Division of Clinical Microbiology, Department of Laboratory Medicine and Pathology, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
| | - Mark J. Truty
- Division of Hepatobiliary & Pancreatic Surgery, Department of Surgery, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
| | - Nicholas Chia
- Division of Surgical Research, Department of Surgery, Mayo Clinicgrid.66875.3a, Rochester, Minnesota, USA
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17
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"Answers in hours": A prospective clinical study using nanopore sequencing for bile duct cultures. Surgery 2021; 171:693-702. [PMID: 34973809 DOI: 10.1016/j.surg.2021.09.037] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 08/17/2021] [Accepted: 09/07/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Surgical site infection is a major source of morbidity in patients undergoing pancreatic head resection and is often from organisms in intraoperative bile duct cultures. As such, many institutions use prolonged prophylactic antibiotics and tailor based on bile duct cultures. However, standard cultures take days, leaving many patients unnecessarily on prolonged antibiotics. Nanopore sequencing can provide data in hours and, thus, has the potential to improve antibiotic stewardship. The present study investigates the feasibility of nanopore sequencing in intraoperative bile samples. METHODS Patients undergoing pancreatic head resection were included. Intra-operative bile microbial profiles were determined with standard cultures and nanopore sequencing. Antibiotic recommendations were generated, and time-to-results determined for both methods. Organism yields, resistance patterns, antibiotic recommendations, and costs were compared. RESULTS Out of 42 patients, 22 (52%) had samples resulting in positive standard cultures. All positive standard cultures had microbes detected using nanopore sequencing. All 20 patients with negative standard cultures had negative nanopore sequencing. Nanopore sequencing detected more bacterial species compared to standard cultures (10.5 vs 4.4, p < 0.05) and more resistance genotypes (10.3 vs 2.7, p < 0.05). Antimicrobial recommendations based on nanopore sequencing provided coverage for standard cultures in 27 out of 44 (61%) samples, with broader coverage recommended by nanopore sequencing in 13 out of 27 (48%) of these samples. Nanopore sequencing results were faster (8 vs 98 hours) than standard cultures but had higher associated costs ($165 vs $38.49). CONCLUSION Rapid microbial profiling with nanopore sequencing is feasible with broader organism and resistance profiling compared to standard cultures. Nanopore sequencing has perfect negative predictive value and can potentially improve antibiotic stewardship; thus, a randomized control trial is under development.
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18
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Barzon L, Gobbi F, Capelli G, Montarsi F, Martini S, Riccetti S, Sinigaglia A, Pacenti M, Pavan G, Rassu M, Padovan MT, Manfrin V, Zanella F, Russo F, Foglia F, Lazzarini L. Autochthonous dengue outbreak in Italy 2020: clinical, virological and entomological findings. J Travel Med 2021; 28:6354471. [PMID: 34409443 PMCID: PMC8499737 DOI: 10.1093/jtm/taab130] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/08/2021] [Accepted: 08/09/2021] [Indexed: 12/02/2022]
Abstract
BACKGROUND In August 2020, in the context of COVID-19 pandemics, an autochthonous dengue outbreak was identified for the first time in Italy. METHODS Following the reporting of the index case of autochthonous dengue, epidemiological investigation, vector control and substances of human origin safety measures were immediately activated, according to the national arbovirus surveillance plan. Dengue cases were followed-up with weekly visits and laboratory tests until recovery and clearance of viral RNA from blood. RESULTS The primary dengue case was identified in a young woman, who developed fever after returning from Indonesia to northern Italy, on 27 July 2020. She spent the mandatory quarantine for COVID-19 at home with relatives, six of whom developed dengue within two weeks. Epidemiological investigation identified further five autochthonous dengue cases among people who lived or stayed near the residence of the primary case. The last case of the outbreak developed fever on 29 September 2020. Dengue cases had a mild febrile illness, except one with persistent asthenia and myalgia. DENV-1 RNA was detected in blood and/or urine in all autochthonous cases, up to 35 days after fever onset. All cases developed IgM and IgG antibodies which cross-reacted with West Nile virus (WNV) and other flaviviruses. Sequencing of the full viral genome from blood samples showed over 99% nucleotide identity with DENV-1 strains isolated in China in 2014-2015; phylogenetic analysis classified the virus within Genotype I. Entomological site inspection identified a high density of Aedes albopictus mosquitoes, which conceivably sustained local DENV-1 transmission. Aedes koreicus mosquitoes were also collected in the site. CONCLUSIONS Areas in Europe with high density of Aedes mosquitoes should be considered at risk for dengue transmission. The presence of endemic flaviviruses, such as WNV, might pose problems in the laboratory diagnosis.
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Affiliation(s)
- Luisa Barzon
- Veneto Region Arbovirosis Task Force, Dorsoduro, 3493 - Rio Nuovo - 30123 Venezia, Italy.,Department of Molecular Medicine, University of Padova, via A. Gabelli 63, 35121 Padova, Italy.,Microbiology and Virology Unit, Padova University Hospital, Via Giustiniani 2, 35128 Padova, Italy
| | - Federico Gobbi
- Veneto Region Arbovirosis Task Force, Dorsoduro, 3493 - Rio Nuovo - 30123 Venezia, Italy.,Department of Infectious/Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Via Luigi Rizzardi 4, 37024, Negrar di Valpolicella, Verona, Italy
| | - Gioia Capelli
- Veneto Region Arbovirosis Task Force, Dorsoduro, 3493 - Rio Nuovo - 30123 Venezia, Italy.,Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell'Università 10, 35020 Legnaro, Padova, Italy
| | - Fabrizio Montarsi
- Veneto Region Arbovirosis Task Force, Dorsoduro, 3493 - Rio Nuovo - 30123 Venezia, Italy.,Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell'Università 10, 35020 Legnaro, Padova, Italy
| | - Simone Martini
- Veneto Region Arbovirosis Task Force, Dorsoduro, 3493 - Rio Nuovo - 30123 Venezia, Italy.,Entostudio s.r.l., Viale del Lavoro, 66, 35020 Ponte San Nicolò, Padova, Italy
| | - Silvia Riccetti
- Department of Molecular Medicine, University of Padova, via A. Gabelli 63, 35121 Padova, Italy
| | - Alessandro Sinigaglia
- Department of Molecular Medicine, University of Padova, via A. Gabelli 63, 35121 Padova, Italy
| | - Monia Pacenti
- Microbiology and Virology Unit, Padova University Hospital, Via Giustiniani 2, 35128 Padova, Italy
| | - Giacomina Pavan
- Department of Microbiology, St. Bortolo Hospital, Viale Ferdinando Rodolfi 37, 36100 Vicenza, Italy
| | - Mario Rassu
- Department of Microbiology, St. Bortolo Hospital, Viale Ferdinando Rodolfi 37, 36100 Vicenza, Italy
| | - Maria Teresa Padovan
- Department of Public Health, Azienda AULSS8 Berica, Viale Ferdinando Rodolfi 37, 36100 Vicenza, Italy
| | - Vinicio Manfrin
- Department of Infectious Diseases, St. Bortolo Hospital, Viale Ferdinando Rodolfi 37, 36100 Vicenza, Italy
| | - Francesca Zanella
- Veneto Region Arbovirosis Task Force, Dorsoduro, 3493 - Rio Nuovo - 30123 Venezia, Italy.,Direzione Prevenzione, Sicurezza Alimentare Veterinaria, Dorsoduro, 3493 - Rio Nuovo - 30123 Venice, Italy
| | - Francesca Russo
- Veneto Region Arbovirosis Task Force, Dorsoduro, 3493 - Rio Nuovo - 30123 Venezia, Italy.,Direzione Prevenzione, Sicurezza Alimentare Veterinaria, Dorsoduro, 3493 - Rio Nuovo - 30123 Venice, Italy
| | - Felice Foglia
- Department of Public Health, Azienda AULSS8 Berica, Viale Ferdinando Rodolfi 37, 36100 Vicenza, Italy
| | - Luca Lazzarini
- Department of Infectious Diseases, St. Bortolo Hospital, Viale Ferdinando Rodolfi 37, 36100 Vicenza, Italy
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19
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Ferguson JM, Gamaarachchi H, Nguyen T, Gollon A, Tong S, Aquilina-Reid C, Bowen-James R, Deveson IW. InterARTIC: an interactive web application for whole-genome nanopore sequencing analysis of SARS-CoV-2 and other viruses. Bioinformatics 2021; 38:1443-1446. [PMID: 34908106 PMCID: PMC8826086 DOI: 10.1093/bioinformatics/btab846] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 11/24/2021] [Accepted: 12/12/2021] [Indexed: 01/05/2023] Open
Abstract
MOTIVATION InterARTIC is an interactive web application for the analysis of viral whole-genome sequencing (WGS) data generated on Oxford Nanopore Technologies (ONT) devices. A graphical interface enables users with no bioinformatics expertise to analyze WGS experiments and reconstruct consensus genome sequences from individual isolates of viruses, such as SARS-CoV-2. InterARTIC is intended to facilitate widespread adoption and standardization of ONT sequencing for viral surveillance and molecular epidemiology. RESULTS We demonstrate the use of InterARTIC for the analysis of ONT viral WGS data from SARS-CoV-2 and Ebola virus, using a laptop computer or the internal computer on an ONT GridION sequencing device. We showcase the intuitive graphical interface, workflow customization capabilities and job-scheduling system that facilitate execution of small- and large-scale WGS projects on any common virus. AVAILABILITY AND IMPLEMENTATION InterARTIC is a free, open-source web application implemented in Python that executes best-practice command line workflows from the ARTIC network. The application can be downloaded as a set of pre-compiled binaries that are compatible with all common Linux distributions, Windows with Linux subsystems, MacOSX and ARM systems. All code can be found on GitHub at https://github.com/Psy-Fer/interARTIC/ and documentation can be found at https://github.com/Psy-Fer/interARTIC/. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- James M Ferguson
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia
| | - Hasindu Gamaarachchi
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia,School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Thanh Nguyen
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia,School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Alyne Gollon
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia,School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Stephanie Tong
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia,School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Chiara Aquilina-Reid
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia,School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Rachel Bowen-James
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia,School of Computer Science and Engineering, University of New South Wales, Sydney, NSW, Australia
| | - Ira W Deveson
- Kinghorn Centre for Clinical Genomics, Garvan Institute of Medical Research, Sydney, NSW, Australia,St Vincent’s Clinical School, Faculty of Medicine, University of New South Wales, Sydney, NSW, Australia,To whom correspondence should be addressed.
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20
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Hayati RF, Denis D, Tallo KT, Sirait T, Tukan J, Santoso MS, Yohan B, Haryanto S, Frost SDW, Stubbs SCB, Sasmono RT. Molecular epidemiology of dengue in a setting of low reported endemicity: Kupang, East Nusa Tenggara province, Indonesia. Trans R Soc Trop Med Hyg 2021; 115:1304-1316. [PMID: 34528099 DOI: 10.1093/trstmh/trab138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 06/17/2021] [Accepted: 08/23/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Most regions in Indonesia experience annual dengue epidemics. However, the province of East Nusa Tenggara has consistently reported low incidence. We conducted a dengue molecular epidemiology study in Kupang, the capital of the province. METHODS Dengue patients were recruited from May 2016 to September 2017. Dengue virus (DENV) screening was performed using NS1 and immunoglobulin G (IgG)/IgM detection. Serotype was determined using reverse transcription polymerase chain reaction and the envelope genes were sequenced to infer the genetic identity and phylogeny. RESULTS From 119 patients, dengue was confirmed in 62 (52%). Compared with official data, underreporting of dengue incidence was observed. The majority (36%) of patients were children <10 y of age. Most patients (80%) experienced mild fever. All serotypes were detected, with DENV-3 as the predominant (57%). Kupang DENV-1 isolate was classified as genotype IV, an old and endemic strain, DENV-2 as cosmopolitan, DENV-3 as genotype I and DENV-4 as genotype II. Most isolates showed relatively low evolutionary rates and are closely related with strains from Bali and Timor Leste. CONCLUSIONS The low dengue incidence was most likely caused by sustained local circulation of endemic viruses. This study provides information on the epidemiology of dengue in a low-endemicity setting that should help future mitigation and disease management.
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Affiliation(s)
- Rahma F Hayati
- Eijkman Institute for Molecular Biology, Jakarta, Indonesia
| | | | | | - Tuppak Sirait
- SK Lerik Regional Public Hospital, Kupang, Indonesia
| | - Joanita Tukan
- SK Lerik Regional Public Hospital, Kupang, Indonesia
| | | | | | | | - Simon D W Frost
- London School of Hygiene and Tropical Medicine, London, UK.,Microsoft Research, Redmond, WA, USA
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21
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Xu F, Ge C, Li S, Tang S, Wu X, Luo H, Deng X, Zhang G, Stevenson A, Baker RC. Evaluation of nanopore sequencing technology to identify Salmonella enterica Choleraesuis var. Kunzendorf and Orion var. 15 +, 34 . Int J Food Microbiol 2021; 346:109167. [PMID: 33774575 DOI: 10.1016/j.ijfoodmicro.2021.109167] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 03/04/2021] [Accepted: 03/08/2021] [Indexed: 02/06/2023]
Abstract
Our previous study demonstrated that whole genome sequencing (WGS) data generated by Oxford Nanopore Technologies (ONT) can be used for rapid and accurate prediction of selected Salmonella serotypes. However, one limitation is that established methods for WGS-based serotype prediction, utilizing data from either ONT or Illumina, cannot differentiate certain serotypes and serotype variants with the same or closely related antigenic formulae. This study aimed to evaluate nanopore sequencing and additional data analysis for identification of Salmonella enterica Choleraesuis var. Kunzendorf and S. enterica Orion var. 15+, 34+, thus overcoming this limitation. Five workflows that combined different flow cells, library construction methods and basecaller models were evaluated and compared. The workflow that consisted of the R9 flow cell, rapid sequencing library construction kit and guppy basecaller with base modified model performed best for Single Nucleotide Polymorphism (SNP) analysis. With this workflow, 99.98% of matching identity between assembled genomes from ONT and that from Illumina was achieved. Less than five high-quality SNPs differed when comparing sequencing data between ONT and Illumina. SNP typing successfully identified Choleraesuis var. Kunzendorf. While prophage prediction further differentiated Orion var. 15+, 34+ from the other two Orion variants. Our study improves the readiness of ONT as a Salmonella subtyping and source tracking tool for food industry applications.
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Affiliation(s)
- Feng Xu
- Mars Global Food Safety Center, Beijing 101407, China.
| | - Chongtao Ge
- Mars Global Food Safety Center, Beijing 101407, China.
| | - Shaoting Li
- Center for Food Safety, University of Georgia, Griffin, GA 30223, USA
| | - Silin Tang
- Mars Global Food Safety Center, Beijing 101407, China
| | - Xingwen Wu
- Mars Global Food Safety Center, Beijing 101407, China
| | - Hao Luo
- Mars Global Food Safety Center, Beijing 101407, China
| | - Xiangyu Deng
- Center for Food Safety, University of Georgia, Griffin, GA 30223, USA
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22
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da Silva Filipe A, Shepherd JG, Williams T, Hughes J, Aranday-Cortes E, Asamaphan P, Ashraf S, Balcazar C, Brunker K, Campbell A, Carmichael S, Davis C, Dewar R, Gallagher MD, Gunson R, Hill V, Ho A, Jackson B, James E, Jesudason N, Johnson N, McWilliam Leitch EC, Li K, MacLean A, Mair D, McAllister DA, McCrone JT, McDonald SE, McHugh MP, Morris AK, Nichols J, Niebel M, Nomikou K, Orton RJ, O'Toole Á, Palmarini M, Parcell BJ, Parr YA, Rambaut A, Rooke S, Shaaban S, Shah R, Singer JB, Smollett K, Starinskij I, Tong L, Sreenu VB, Wastnedge E, Holden MTG, Robertson DL, Templeton K, Thomson EC. Genomic epidemiology reveals multiple introductions of SARS-CoV-2 from mainland Europe into Scotland. Nat Microbiol 2021; 6:112-122. [PMID: 33349681 DOI: 10.1038/s41564-020-00838-z] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 11/20/2020] [Indexed: 11/09/2022]
Abstract
Coronavirus disease 2019 (COVID-19) was first diagnosed in Scotland on 1 March 2020. During the first month of the outbreak, 2,641 cases of COVID-19 led to 1,832 hospital admissions, 207 intensive care admissions and 126 deaths. We aimed to identify the source and number of introductions of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) into Scotland using a combined phylogenetic and epidemiological approach. Sequencing of 1,314 SARS-CoV-2 viral genomes from available patient samples enabled us to estimate that SARS-CoV-2 was introduced to Scotland on at least 283 occasions during February and March 2020. Epidemiological analysis confirmed that early introductions of SARS-CoV-2 originated from mainland Europe (the majority from Italy and Spain). We identified subsequent early outbreaks in the community, within healthcare facilities and at an international conference. Community transmission occurred after 2 March, 3 weeks before control measures were introduced. Earlier travel restrictions or quarantine measures, both locally and internationally, would have reduced the number of COVID-19 cases in Scotland. The risk of multiple reintroduction events in future waves of infection remains high in the absence of population immunity.
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Affiliation(s)
| | - James G Shepherd
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Thomas Williams
- MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Joseph Hughes
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | - Patawee Asamaphan
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Shirin Ashraf
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Carlos Balcazar
- Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - Kirstyn Brunker
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | | | - Chris Davis
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Rebecca Dewar
- Virology Department, Royal Infirmary of Edinburgh, Edinburgh, UK
| | | | - Rory Gunson
- West of Scotland Specialist Virology Centre, Glasgow Royal Infirmary, Glasgow, UK
- Institute of Infection Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | - Verity Hill
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Antonia Ho
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Ben Jackson
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | | | - Natasha Jesudason
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Natasha Johnson
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | - Kathy Li
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Alasdair MacLean
- West of Scotland Specialist Virology Centre, Glasgow Royal Infirmary, Glasgow, UK
| | - Daniel Mair
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - David A McAllister
- Public Health Scotland, Glasgow, UK
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
| | - John T McCrone
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Sarah E McDonald
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Martin P McHugh
- Virology Department, Royal Infirmary of Edinburgh, Edinburgh, UK
- School of Medicine, University of St Andrews, St Andrews, UK
| | | | - Jenna Nichols
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Marc Niebel
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Kyriaki Nomikou
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Richard J Orton
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Áine O'Toole
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Massimo Palmarini
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | - Yasmin A Parr
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, Edinburgh, UK
| | - Stefan Rooke
- Institute of Infection Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | | | - Rajiv Shah
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Joshua B Singer
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | - Igor Starinskij
- West of Scotland Specialist Virology Centre, Glasgow Royal Infirmary, Glasgow, UK
| | - Lily Tong
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | | | - Matthew T G Holden
- Public Health Scotland, Glasgow, UK
- School of Medicine, University of St Andrews, St Andrews, UK
| | - David L Robertson
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Kate Templeton
- Virology Department, Royal Infirmary of Edinburgh, Edinburgh, UK
| | - Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research (CVR), Glasgow, UK.
- Department of Clinical Research, London School of Hygiene and Tropical Medicine, London, UK.
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23
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Stubbs SCB, Johar E, Yudhaputri FA, Yohan B, Santoso MS, Hayati RF, Denis D, Blacklaws BA, Powers AM, Sasmono RT, Myint KSA, Frost SDW. An investig-ation into the epidemiology of chikungunya virus across neglected regions of Indonesia. PLoS Negl Trop Dis 2020; 14:e0008934. [PMID: 33347450 PMCID: PMC7785224 DOI: 10.1371/journal.pntd.0008934] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Revised: 01/05/2021] [Accepted: 10/30/2020] [Indexed: 12/17/2022] Open
Abstract
Background Chikungunya virus (CHIKV) is an important emerging and re-emerging public health problem worldwide. In Indonesia, where the virus is endemic, epidemiological information from outside of the main islands of Java and Bali is limited. Methodology/Principal Findings Four hundred and seventy nine acutely febrile patients presenting between September 2017–2019 were recruited from three city hospitals situated in Ambon, Maluku; Banjarmasin, Kalimantan; and Batam, Batam Island as part of a multi-site observational study. CHIKV RNA was detected in a single serum sample while a separate sample was IgM positive. IgG seroprevalence was also low across all three sites, ranging from 1.4–3.2%. The single RT-PCR positive sample from this study and 24 archived samples collected during other recent outbreaks throughout Indonesia were subjected to complete coding region sequencing to assess the genetic diversity of Indonesian strains. Phylogenetic analysis revealed all to be of a single clade, which was distinct from CHIKV strains recently reported from neighbouring regions including the Philippines and the Pacific Islands. Conclusions/Significance Chikungunya virus strains from recent outbreaks across Indonesia all belong to a single clade. However, low-level seroprevalence and molecular detection of CHIKV across the three study sites appears to contrast with the generally high seroprevalences that have been reported for non-outbreak settings in Java and Bali, and may account for the relative lack of CHIKV epidemiological data from other regions of Indonesia. Outbreaks of chikungunya virus (CHIKV) are a common occurrence in Indonesia. However, limited data is available on CHIKV from regions outside of the main, central islands of Java and Bali. We recruited hospital patients from three cities located in the east (Ambon), west (Batam) and north (Banjarmasin) of the country, and screened their blood for evidence of CHIKV infection. Our results showed that CHIKV infections were relatively uncommon across patients from all three sites, suggesting that CHIKV transmission is currently relatively rare in these regions. Additional analysis of 25 recent Indonesian CHIKV genome sequences revealed that a new lineage of CHIKV has recently emerged in Indonesia. Several reports have highlighted Indonesia as a major source of imported CHIKV cases, suggesting that this new lineage has the potential to be introduced into neighbouring countries in the near future, with unknown consequences. Overall, our results indicate that additional CHIKV surveillance studies in Indonesia and Southeast Asia are needed in order to gain a clearer understanding of transmission routes and hot spots throughout the region.
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Affiliation(s)
- Samuel C. B. Stubbs
- University of Cambridge, Department of Veterinary Medicine, Cambridge, United Kingdom
- * E-mail: (SCBS); (KSAM)
| | - Edison Johar
- Eijkman Institute for Molecular Biology, Jakarta, Indonesia
| | | | | | | | | | | | - Barbara A. Blacklaws
- University of Cambridge, Department of Veterinary Medicine, Cambridge, United Kingdom
| | - Ann M. Powers
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, Fort Collins, Colorado, United States of America
| | | | - Khin Saw Aye Myint
- Eijkman Institute for Molecular Biology, Jakarta, Indonesia
- * E-mail: (SCBS); (KSAM)
| | - Simon D. W. Frost
- University of Cambridge, Department of Veterinary Medicine, Cambridge, United Kingdom
- Microsoft Research, Redmond, Washington, United States of America
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