1
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Rockey NC, Le Sage V, Shephard M, Vargas-Maldonado N, Vu MN, Brown CA, Patel K, French AJ, Merrbach GA, Walter S, Ferreri LM, Holmes KE, VanInsberghe D, Clack HL, Prussin AJ, Lowen AC, Marr LC, Lakdawala SS. Ventilation does not affect close-range transmission of influenza virus in a ferret playpen setup. Proc Natl Acad Sci U S A 2024; 121:e2322660121. [PMID: 39361828 PMCID: PMC11331089 DOI: 10.1073/pnas.2322660121] [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: 12/23/2023] [Accepted: 06/10/2024] [Indexed: 10/05/2024] Open
Abstract
Sustained community spread of influenza viruses relies on efficient person-to-person transmission. Current experimental transmission systems do not mimic environmental conditions (e.g., air exchange rates, flow patterns), host behaviors, or exposure durations relevant to real-world settings. Therefore, results from these traditional systems may not be representative of influenza virus transmission in humans. To address this pitfall, we developed a close-range transmission setup that implements a play-based scenario and used it to investigate the impact of ventilation rates on transmission. In this setup, four immunologically naive recipient ferrets were exposed to a donor ferret infected with a genetically barcoded 2009 H1N1 virus (H1N1pdm09) for 4 h. The ferrets interacted in a shared space that included toys, similar to a childcare setting. Transmission efficiency was assessed under low and high ventilation, with air exchange rates of ~1.3 h-1 and 23 h-1, respectively. Transmission efficiencies observed in three independent replicate studies were similar between ventilation conditions. The presence of infectious virus or viral RNA on surfaces and in air throughout the exposure area was also not impacted by the ventilation rate. While high viral genetic diversity in donor ferret nasal washes was maintained during infection, recipient ferret nasal washes displayed low diversity, revealing a narrow transmission bottleneck regardless of ventilation rate. Examining the frequency and duration of ferret physical touches revealed no link between these interactions and a successful transmission event. Our findings indicate that exposures characterized by frequent, close-range interactions and the presence of fomites can overcome the benefits of increased ventilation.
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Affiliation(s)
- Nicole C. Rockey
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh, Pittsburgh, PA15219
| | - Valerie Le Sage
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh, Pittsburgh, PA15219
| | - Meredith Shephard
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | | | - Michelle N. Vu
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | - Cambria A. Brown
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | - Krishna Patel
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | - Andrea J. French
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh, Pittsburgh, PA15219
| | - Grace A. Merrbach
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh, Pittsburgh, PA15219
| | - Sydney Walter
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh, Pittsburgh, PA15219
| | - Lucas M. Ferreri
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | - Katie E. Holmes
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | - David VanInsberghe
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | - Herek L. Clack
- Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor, MI48109
| | - Aaron J. Prussin
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA24061
| | - Anice C. Lowen
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
| | - Linsey C. Marr
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA24061
| | - Seema S. Lakdawala
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh, Pittsburgh, PA15219
- Department of Microbiology and Immunology, Emory University, Atlanta, GA30322
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2
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Montgomery MP, Morris SE, Rolfes MA, Kittikraisak W, Samuels AM, Biggerstaff M, Davis WW, Reed C, Olsen SJ. The role of asymptomatic infections in influenza transmission: what do we really know. THE LANCET. INFECTIOUS DISEASES 2024; 24:e394-e404. [PMID: 38128563 PMCID: PMC11127787 DOI: 10.1016/s1473-3099(23)00619-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/02/2023] [Accepted: 09/18/2023] [Indexed: 12/23/2023]
Abstract
Before the COVID-19 pandemic, the role of asymptomatic influenza virus infections in influenza transmission was uncertain. However, the importance of asymptomatic infection with SARS-CoV-2 for onward transmission of COVID-19 has led experts to question whether the role of asymptomatic influenza virus infections in transmission had been underappreciated. We discuss the existing evidence on the frequency of asymptomatic influenza virus infections, the extent to which they contribute to infection transmission, and remaining knowledge gaps. We propose priority areas for further evaluation, study designs, and case definitions to address existing knowledge gaps.
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Affiliation(s)
- Martha P Montgomery
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Thailand Ministry of Public Health-US Centers for Disease Control and Prevention Collaboration, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand.
| | - Sinead E Morris
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Melissa A Rolfes
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Wanitchaya Kittikraisak
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Thailand Ministry of Public Health-US Centers for Disease Control and Prevention Collaboration, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Aaron M Samuels
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Matthew Biggerstaff
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - William W Davis
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Thailand Ministry of Public Health-US Centers for Disease Control and Prevention Collaboration, Department of Disease Control, Ministry of Public Health, Nonthaburi, Thailand
| | - Carrie Reed
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Sonja J Olsen
- Influenza Division, National Center for Immunization and Respiratory Diseases, US Centers for Disease Control and Prevention, Atlanta, GA, USA
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3
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Belser JA, Kieran TJ, Mitchell ZA, Sun X, Mayfield K, Tumpey TM, Spengler JR, Maines TR. Key considerations to improve the normalization, interpretation and reproducibility of morbidity data in mammalian models of viral disease. Dis Model Mech 2024; 17:dmm050511. [PMID: 38440823 PMCID: PMC10941659 DOI: 10.1242/dmm.050511] [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: 09/15/2023] [Accepted: 02/05/2024] [Indexed: 03/06/2024] Open
Abstract
Viral pathogenesis and therapeutic screening studies that utilize small mammalian models rely on the accurate quantification and interpretation of morbidity measurements, such as weight and body temperature, which can vary depending on the model, agent and/or experimental design used. As a result, morbidity-related data are frequently normalized within and across screening studies to aid with their interpretation. However, such data normalization can be performed in a variety of ways, leading to differences in conclusions drawn and making comparisons between studies challenging. Here, we discuss variability in the normalization, interpretation, and presentation of morbidity measurements for four model species frequently used to study a diverse range of human viral pathogens - mice, hamsters, guinea pigs and ferrets. We also analyze findings aggregated from influenza A virus-infected ferrets to contextualize this discussion. We focus on serially collected weight and temperature data to illustrate how the conclusions drawn from this information can vary depending on how raw data are collected, normalized and measured. Taken together, this work supports continued efforts in understanding how normalization affects the interpretation of morbidity data and highlights best practices to improve the interpretation and utility of these findings for extrapolation to public health contexts.
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Affiliation(s)
- Jessica A. Belser
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Troy J. Kieran
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Zoë A. Mitchell
- Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USA
- Division of Scientific Resources, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Xiangjie Sun
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Kristin Mayfield
- Division of Scientific Resources, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Terrence M. Tumpey
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Jessica R. Spengler
- Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Taronna R. Maines
- Influenza Division, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
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4
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Sheppard CM, Goldhill DH, Swann OC, Staller E, Penn R, Platt OK, Sukhova K, Baillon L, Frise R, Peacock TP, Fodor E, Barclay WS. An Influenza A virus can evolve to use human ANP32E through altering polymerase dimerization. Nat Commun 2023; 14:6135. [PMID: 37816726 PMCID: PMC10564888 DOI: 10.1038/s41467-023-41308-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 06/09/2023] [Indexed: 10/12/2023] Open
Abstract
Human ANP32A and ANP32B are essential but redundant host factors for influenza virus genome replication. While most influenza viruses cannot replicate in edited human cells lacking both ANP32A and ANP32B, some strains exhibit limited growth. Here, we experimentally evolve such an influenza A virus in these edited cells and unexpectedly, after 2 passages, we observe robust viral growth. We find two mutations in different subunits of the influenza polymerase that enable the mutant virus to use a novel host factor, ANP32E, an alternative family member, which is unable to support the wild type polymerase. Both mutations reside in the symmetric dimer interface between two polymerase complexes and reduce polymerase dimerization. These mutations have previously been identified as adapting influenza viruses to mice. Indeed, the evolved virus gains the ability to use suboptimal mouse ANP32 proteins and becomes more virulent in mice. We identify further mutations in the symmetric dimer interface which we predict allow influenza to adapt to use suboptimal ANP32 proteins through a similar mechanism. Overall, our results suggest a balance between asymmetric and symmetric dimers of influenza virus polymerase that is influenced by the interaction between polymerase and ANP32 host proteins.
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Affiliation(s)
- Carol M Sheppard
- Department of Infectious Disease, Imperial College London, London, UK.
| | - Daniel H Goldhill
- Department of Infectious Disease, Imperial College London, London, UK
- Department of Pathobiology and Population Sciences, Royal Veterinary College, London, UK
| | - Olivia C Swann
- Department of Infectious Disease, Imperial College London, London, UK
| | - Ecco Staller
- Sir William Dunn School of Pathology, University of Oxford, Oxford, UK
| | - Rebecca Penn
- Department of Infectious Disease, Imperial College London, London, UK
| | - Olivia K Platt
- Department of Infectious Disease, Imperial College London, London, UK
| | - Ksenia Sukhova
- Department of Infectious Disease, Imperial College London, London, UK
| | - Laury Baillon
- Department of Infectious Disease, Imperial College London, London, UK
| | - Rebecca Frise
- Department of Infectious Disease, Imperial College London, London, UK
| | - Thomas P Peacock
- Department of Infectious Disease, Imperial College London, London, UK
| | - Ervin Fodor
- Sir William Dunn School of Pathology, University of Oxford, Oxford, UK
| | - Wendy S Barclay
- Department of Infectious Disease, Imperial College London, London, UK.
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5
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Le Sage V, Lowen AC, Lakdawala SS. Block the Spread: Barriers to Transmission of Influenza Viruses. Annu Rev Virol 2023; 10:347-370. [PMID: 37308086 DOI: 10.1146/annurev-virology-111821-115447] [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] [Indexed: 06/14/2023]
Abstract
Respiratory viruses, such as influenza viruses, cause significant morbidity and mortality worldwide through seasonal epidemics and sporadic pandemics. Influenza viruses transmit through multiple modes including contact (either direct or through a contaminated surface) and inhalation of expelled aerosols. Successful human to human transmission requires an infected donor who expels virus into the environment, a susceptible recipient, and persistence of the expelled virus within the environment. The relative efficiency of each mode can be altered by viral features, environmental parameters, donor and recipient host characteristics, and viral persistence. Interventions to mitigate transmission of influenza viruses can target any of these factors. In this review, we discuss many aspects of influenza virus transmission, including the systems to study it, as well as the impact of natural barriers and various nonpharmaceutical and pharmaceutical interventions.
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Affiliation(s)
- Valerie Le Sage
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Anice C Lowen
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, Georgia, USA;
| | - Seema S Lakdawala
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, Georgia, USA;
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6
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Paterson J, Ryan KA, Morley D, Jones NJ, Yeates P, Hall Y, Whittaker CJ, Salguero FJ, Marriott AC. Infection with Seasonal H1N1 Influenza Results in Comparable Disease Kinetics and Host Immune Responses in Ferrets and Golden Syrian Hamsters. Pathogens 2023; 12:pathogens12050668. [PMID: 37242338 DOI: 10.3390/pathogens12050668] [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: 03/08/2023] [Revised: 04/21/2023] [Accepted: 04/26/2023] [Indexed: 05/28/2023] Open
Abstract
Animal models of influenza are important in preclinical research for the study of influenza infection and the assessment of vaccines, drugs and therapeutics. Here, we show that Golden Syrian hamsters (Mesocricetus auratus) inoculated via the intranasal route with high dose of influenza H1N1 display comparable disease kinetics and immune responses to the 'gold standard' ferret (Mustela furo) model. We demonstrate that both the hamster and ferret models have measurable disease endpoints of weight loss, temperature change, viral shedding from the upper respiratory tract and increased lung pathology. We also characterised both the humoral and cellular immune responses to infection in both models. The comparability of these data supports the Golden Syrian hamster model being useful in preclinical evaluation studies to explore the efficacy of countermeasures against influenza.
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Affiliation(s)
- Jemma Paterson
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Kathryn A Ryan
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Daniel Morley
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Nicola J Jones
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Paul Yeates
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Yper Hall
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
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7
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Pulit-Penaloza JA, Brock N, Belser JA, Sun X, Pappas C, Tumpey TM, Maines TR. Kinetics and magnitude of viral RNA shedding as indicators for Influenza A virus transmissibility in ferrets. Commun Biol 2023; 6:90. [PMID: 36690690 PMCID: PMC9871019 DOI: 10.1038/s42003-023-04459-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/10/2023] [Indexed: 01/24/2023] Open
Abstract
The ferret transmission model is routinely used to evaluate the pandemic potential of newly emerging influenza A viruses. However, concurrent measurement of viral load in the air is typically not a component of such studies. To address this knowledge gap, we measured the levels of virus in ferret nasal washes as well as viral RNA emitted into the air for 14 diverse influenza viruses, encompassing human-, swine-, and avian-origin strains. Here we show that transmissible viruses display robust replication and fast release into the air. In contrast, poorly- and non-transmissible viruses show significantly reduced or delayed replication along with lower detection of airborne viral RNA at early time points post inoculation. These findings indicate that efficient ferret-to-ferret transmission via the air is directly associated with fast emission of virus-laden particles; as such, quantification of viral RNA in the air represents a useful addition to established assessments of new influenza virus strains.
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Affiliation(s)
- Joanna A Pulit-Penaloza
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Nicole Brock
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Jessica A Belser
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Xiangjie Sun
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Claudia Pappas
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Terrence M Tumpey
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Taronna R Maines
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA.
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8
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Kubo AL, Rausalu K, Savest N, Žusinaite E, Vasiliev G, Viirsalu M, Plamus T, Krumme A, Merits A, Bondarenko O. Antibacterial and Antiviral Effects of Ag, Cu and Zn Metals, Respective Nanoparticles and Filter Materials Thereof against Coronavirus SARS-CoV-2 and Influenza A Virus. Pharmaceutics 2022; 14:2549. [PMID: 36559043 PMCID: PMC9785359 DOI: 10.3390/pharmaceutics14122549] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/12/2022] [Accepted: 11/15/2022] [Indexed: 11/23/2022] Open
Abstract
Due to the high prevalence of infectious diseases and their concurrent outbreaks, there is a high interest in developing novel materials with antimicrobial properties. Antibacterial and antiviral properties of a range of metal-based nanoparticles (NPs) are a promising means to fight airborne diseases caused by viruses and bacteria. The aim of this study was to test antimicrobial metals and metal-based nanoparticles efficacy against three viruses, namely influenza A virus (H1N1; A/WSN/1933) and coronaviruses TGEV and SARS-CoV-2; and two bacteria, Escherichia coli and Staphylococcus aureus. The efficacy of ZnO, CuO, and Ag NPs and their respective metal salts, i.e., ZnSO4, CuSO4, and AgNO3, was evaluated in suspensions, and the compounds with the highest antiviral efficacy were chosen for incorporation into fibers of cellulose acetate (CA), using electrospinning to produce filter materials for face masks. Among the tested compounds, CuSO4 demonstrated the highest efficacy against influenza A virus and SARS-CoV-2 (1 h IC50 1.395 mg/L and 0.45 mg/L, respectively), followed by Zn salt and Ag salt. Therefore, Cu compounds were selected for incorporation into CA fibers to produce antiviral and antibacterial filter materials for face masks. CA fibers comprising CuSO4 decreased SARS-CoV-2 titer by 0.38 logarithms and influenza A virus titer by 1.08 logarithms after 5 min of contact; after 1 h of contact, SARS-COV-2 virus was completely inactivated. Developed CuO- and CuSO4-based filter materials also efficiently inactivated the bacteria Escherichia coli and Staphylococcus aureus. The metal NPs and respective metal salts were potent antibacterial and antiviral compounds that were successfully incorporated into the filter materials of face masks. New antibacterial and antiviral materials developed and characterized in this study are crucial in the context of the ongoing SARS-CoV-2 pandemic and beyond.
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Affiliation(s)
- Anna-Liisa Kubo
- Laboratory of Environmental Toxicology, National Institute of Chemical Physics and Biophysics, Akadeemia tee 23, 12618 Tallinn, Estonia
- Nanordica Medical OÜ, Vana-Lõuna 39a-7, 10134 Tallinn, Estonia
| | - Kai Rausalu
- Institute of Technology, University of Tartu, Nooruse 1, 50411 Tartu, Estonia
| | - Natalja Savest
- Laboratory of Polymers and Textile Technology, Department of Materials and Environmental Technology, Tallinn University of Technology, Ehitajate tee 5, 19086 Tallinn, Estonia
| | - Eva Žusinaite
- Institute of Technology, University of Tartu, Nooruse 1, 50411 Tartu, Estonia
| | - Grigory Vasiliev
- Laboratory of Environmental Toxicology, National Institute of Chemical Physics and Biophysics, Akadeemia tee 23, 12618 Tallinn, Estonia
- Nanordica Medical OÜ, Vana-Lõuna 39a-7, 10134 Tallinn, Estonia
| | - Mihkel Viirsalu
- Laboratory of Polymers and Textile Technology, Department of Materials and Environmental Technology, Tallinn University of Technology, Ehitajate tee 5, 19086 Tallinn, Estonia
| | - Tiia Plamus
- Laboratory of Polymers and Textile Technology, Department of Materials and Environmental Technology, Tallinn University of Technology, Ehitajate tee 5, 19086 Tallinn, Estonia
| | - Andres Krumme
- Laboratory of Polymers and Textile Technology, Department of Materials and Environmental Technology, Tallinn University of Technology, Ehitajate tee 5, 19086 Tallinn, Estonia
| | - Andres Merits
- Institute of Technology, University of Tartu, Nooruse 1, 50411 Tartu, Estonia
| | - Olesja Bondarenko
- Laboratory of Environmental Toxicology, National Institute of Chemical Physics and Biophysics, Akadeemia tee 23, 12618 Tallinn, Estonia
- Nanordica Medical OÜ, Vana-Lõuna 39a-7, 10134 Tallinn, Estonia
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9
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Gupta T, Somanna N, Rowe T, LaGatta M, Helms S, Owino SO, Jelesijevic T, Harvey S, Jacobs W, Voss T, Sakamoto K, Day C, Whalen C, Karls R, He B, Tompkins SM, Bakre A, Ross T, Quinn FD. Ferrets as a model for tuberculosis transmission. Front Cell Infect Microbiol 2022; 12:873416. [PMID: 36051240 PMCID: PMC9425069 DOI: 10.3389/fcimb.2022.873416] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 07/11/2022] [Indexed: 11/26/2022] Open
Abstract
Even with the COVID-19 pandemic, tuberculosis remains a leading cause of human death due to a single infectious agent. Until successfully treated, infected individuals may continue to transmit Mycobacterium tuberculosis bacilli to contacts. As with other respiratory pathogens, such as SARS-CoV-2, modeling the process of person-to-person transmission will inform efforts to develop vaccines and therapies that specifically impede disease transmission. The ferret (Mustela furo), a relatively inexpensive, small animal has been successfully employed to model transmissibility, pathogenicity, and tropism of influenza and other respiratory disease agents. Ferrets can become naturally infected with Mycobacterium bovis and are closely related to badgers, well known in Great Britain and elsewhere as a natural transmission vehicle for bovine tuberculosis. Herein, we report results of a study demonstrating that within 7 weeks of intratracheal infection with a high dose (>5 x 103 CFU) of M. tuberculosis bacilli, ferrets develop clinical signs and pathological features similar to acute disease reported in larger animals, and ferrets infected with very-high doses (>5 x 104 CFU) develop severe signs within two to four weeks, with loss of body weight as high as 30%. Natural transmission of this pathogen was also examined. Acutely-infected ferrets transmitted M. tuberculosis bacilli to co-housed naïve sentinels; most of the sentinels tested positive for M. tuberculosis in nasal washes, while several developed variable disease symptomologies similar to those reported for humans exposed to an active tuberculosis patient in a closed setting. Transmission was more efficient when the transmitting animal had a well-established acute infection. The findings support further assessment of this model system for tuberculosis transmission including the testing of prevention measures and vaccine efficacy.
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Affiliation(s)
- Tuhina Gupta
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Naveen Somanna
- Molecular Analytics R&D, GlaxoSmithKline Vaccines, Rockville, MD, United States
| | - Thomas Rowe
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Monica LaGatta
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Shelly Helms
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Simon Odera Owino
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Tomislav Jelesijevic
- Department of Comparative Biomedical Sciences, School of Veterinary Medicine, Louisiana State University, Baton Rouge, LA, United States
| | - Stephen Harvey
- Animal Resources Program, University of Georgia, Athens, GA, United States
| | - Wayne Jacobs
- Animal Resources Program, University of Georgia, Athens, GA, United States
| | - Thomas Voss
- Merck Research Laboratories, West Point, PA, United States
| | - Kaori Sakamoto
- Department of Pathology, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Cheryl Day
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, GA, United States
| | - Christopher Whalen
- Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, GA, United States
| | - Russell Karls
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Biao He
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - S. Mark Tompkins
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Abhijeet Bakre
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Ted Ross
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
| | - Frederick D. Quinn
- Department of Infectious Diseases, College of Veterinary Medicine, University of Georgia, Athens, GA, United States
- *Correspondence: Frederick D. Quinn,
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10
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McKay PF, Zhou J, Frise R, Blakney AK, Bouton CR, Wang Z, Hu K, Samnuan K, Brown JC, Kugathasan R, Yeow J, Stevens MM, Barclay WS, Tregoning JS, Shattock RJ. Polymer formulated self-amplifying RNA vaccine is partially protective against influenza virus infection in ferrets. OXFORD OPEN IMMUNOLOGY 2022; 3:iqac004. [PMID: 35996628 PMCID: PMC9384352 DOI: 10.1093/oxfimm/iqac004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 05/03/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022] Open
Abstract
COVID-19 has demonstrated the power of RNA vaccines as part of a pandemic response toolkit. Another virus with pandemic potential is influenza. Further development of RNA vaccines in advance of a future influenza pandemic will save time and lives. As RNA vaccines require formulation to enter cells and induce antigen expression, the aim of this study was to investigate the impact of a recently developed bioreducible cationic polymer, pABOL for the delivery of a self-amplifying RNA (saRNA) vaccine for seasonal influenza virus in mice and ferrets. Mice and ferrets were immunized with pABOL formulated saRNA vaccines expressing either haemagglutinin (HA) from H1N1 or H3N2 influenza virus in a prime boost regime. Antibody responses, both binding and functional were measured in serum after immunization. Animals were then challenged with a matched influenza virus either directly by intranasal inoculation or in a contact transmission model. While highly immunogenic in mice, pABOL-formulated saRNA led to variable responses in ferrets. Animals that responded to the vaccine with higher levels of influenza virus-specific neutralizing antibodies were more protected against influenza virus infection. pABOL-formulated saRNA is immunogenic in ferrets, but further optimization of RNA vaccine formulation and constructs is required to increase the quality and quantity of the antibody response to the vaccine.
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Affiliation(s)
- P F McKay
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - J Zhou
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - R Frise
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - A K Blakney
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - C R Bouton
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - Z Wang
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - K Hu
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - K Samnuan
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - J C Brown
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - R Kugathasan
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - J Yeow
- Departments of Materials and Bioengineering, Institute of Biomedical Engineering, Imperial College London , London SW7 2AZ, UK
| | - M M Stevens
- Departments of Materials and Bioengineering, Institute of Biomedical Engineering, Imperial College London , London SW7 2AZ, UK
| | - W S Barclay
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - J S Tregoning
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
| | - R J Shattock
- Department of Infectious Disease, Imperial College London , London W2 1PG, UK
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11
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Goldhill DH, Yan A, Frise R, Zhou J, Shelley J, Gallego Cortés A, Miah S, Akinbami O, Galiano M, Zambon M, Lackenby A, Barclay WS. Favipiravir-resistant influenza A virus shows potential for transmission. PLoS Pathog 2021; 17:e1008937. [PMID: 34061908 PMCID: PMC8195362 DOI: 10.1371/journal.ppat.1008937] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 06/11/2021] [Accepted: 05/03/2021] [Indexed: 12/11/2022] Open
Abstract
Favipiravir is a nucleoside analogue which has been licensed to treat influenza in the event of a new pandemic. We previously described a favipiravir resistant influenza A virus generated by in vitro passage in presence of drug with two mutations: K229R in PB1, which conferred resistance at a cost to polymerase activity, and P653L in PA, which compensated for the cost of polymerase activity. However, the clinical relevance of these mutations is unclear as the mutations have not been found in natural isolates and it is unknown whether viruses harbouring these mutations would replicate or transmit in vivo. Here, we infected ferrets with a mix of wild type p(H1N1) 2009 and corresponding favipiravir-resistant virus and tested for replication and transmission in the absence of drug. Favipiravir-resistant virus successfully infected ferrets and was transmitted by both contact transmission and respiratory droplet routes. However, sequencing revealed the mutation that conferred resistance, K229R, decreased in frequency over time within ferrets. Modelling revealed that due to a fitness advantage for the PA P653L mutant, reassortment with the wild-type virus to gain wild-type PB1 segment in vivo resulted in the loss of the PB1 resistance mutation K229R. We demonstrated that this fitness advantage of PA P653L in the background of our starting virus A/England/195/2009 was due to a maladapted PA in first wave isolates from the 2009 pandemic. We show there is no fitness advantage of P653L in more recent pH1N1 influenza A viruses. Therefore, whilst favipiravir-resistant virus can transmit in vivo, the likelihood that the resistance mutation is retained in the absence of drug pressure may vary depending on the genetic background of the starting viral strain.
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Affiliation(s)
- Daniel H. Goldhill
- Department of Infectious Disease, Imperial College, London, United Kingdom
| | - Ada Yan
- Department of Infectious Disease Epidemiology, Imperial College, London, United Kingdom
| | - Rebecca Frise
- Department of Infectious Disease, Imperial College, London, United Kingdom
| | - Jie Zhou
- Department of Infectious Disease, Imperial College, London, United Kingdom
| | - Jennifer Shelley
- Department of Infectious Disease, Imperial College, London, United Kingdom
| | - Ana Gallego Cortés
- Department of Infectious Disease, Imperial College, London, United Kingdom
| | | | | | | | | | | | - Wendy S. Barclay
- Department of Infectious Disease, Imperial College, London, United Kingdom
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12
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Le Sage V, Jones JE, Kormuth KA, Fitzsimmons WJ, Nturibi E, Padovani GH, Arevalo CP, French AJ, Avery AJ, Manivanh R, McGrady EE, Bhagwat AR, Lauring AS, Hensley SE, Lakdawala SS. Pre-existing heterosubtypic immunity provides a barrier to airborne transmission of influenza viruses. PLoS Pathog 2021; 17:e1009273. [PMID: 33600489 PMCID: PMC7891786 DOI: 10.1371/journal.ppat.1009273] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 01/04/2021] [Indexed: 12/04/2022] Open
Abstract
Human-to-human transmission of influenza viruses is a serious public health threat, yet the precise role of immunity from previous infections on the susceptibility to airborne infection is still unknown. Using the ferret model, we examined the roles of exposure duration and heterosubtypic immunity on influenza transmission. We demonstrate that a 48 hour exposure is sufficient for efficient transmission of H1N1 and H3N2 viruses. To test pre-existing immunity, a gap of 8–12 weeks between primary and secondary infections was imposed to reduce innate responses and ensure robust infection of donor animals with heterosubtypic viruses. We found that pre-existing H3N2 immunity did not significantly block transmission of the 2009 H1N1pandemic (H1N1pdm09) virus to immune animals. Surprisingly, airborne transmission of seasonal H3N2 influenza strains was abrogated in recipient animals with H1N1pdm09 pre-existing immunity. This protection from natural infection with H3N2 virus was independent of neutralizing antibodies. Pre-existing immunity with influenza B virus did not block H3N2 virus transmission, indicating that the protection was likely driven by the adaptive immune response. We demonstrate that pre-existing immunity can impact susceptibility to heterologous influenza virus strains, and implicate a novel correlate of protection that can limit the spread of respiratory pathogens through the air. Influenza viruses pose a major public health threat through both seasonal epidemics and sporadic pandemics. An individual’s first influenza virus infection leaves long-lasting immunity, which plays an unknown role on susceptibility to airborne transmission of new viral strains. We show that pre-existing heterosubtypic immunity against the 2009 H1N1 pandemic virus protects recipient animals from airborne transmission of a seasonal H3N2 influenza virus, which is independent of cross-neutralizing antibodies. Pre-existing immunity with influenza B viruses was not protective suggesting that this phenomenon is driven by an adaptive response. Taken together, these data indicate that pre-existing immunity is an important barrier to airborne transmission and can influence the emergence and spread of potentially pandemic viruses.
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Affiliation(s)
- Valerie Le Sage
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Jennifer E. Jones
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Karen A. Kormuth
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - William J. Fitzsimmons
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Eric Nturibi
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Gabriella H. Padovani
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Claudia P. Arevalo
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Andrea J. French
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Annika J. Avery
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Richard Manivanh
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Elizabeth E. McGrady
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Amar R. Bhagwat
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Adam S. Lauring
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Scott E. Hensley
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
| | - Seema S. Lakdawala
- Department of Microbiology and Molecular Genetics, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
- Center for Vaccine Research, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
- * E-mail:
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13
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Viboud C, Gostic K, Nelson MI, Price GE, Perofsky A, Sun K, Sequeira Trovão N, Cowling BJ, Epstein SL, Spiro DJ. Beyond clinical trials: Evolutionary and epidemiological considerations for development of a universal influenza vaccine. PLoS Pathog 2020; 16:e1008583. [PMID: 32970783 PMCID: PMC7514029 DOI: 10.1371/journal.ppat.1008583] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The prospect of universal influenza vaccines is generating much interest and research at the intersection of immunology, epidemiology, and viral evolution. While the current focus is on developing a vaccine that elicits a broadly cross-reactive immune response in clinical trials, there are important downstream questions about global deployment of a universal influenza vaccine that should be explored to minimize unintended consequences and maximize benefits. Here, we review and synthesize the questions most relevant to predicting the population benefits of universal influenza vaccines and discuss how existing information could be mined to begin to address these questions. We review three research topics where computational modeling could bring valuable evidence: immune imprinting, viral evolution, and transmission. We address the positive and negative consequences of imprinting, in which early childhood exposure to influenza shapes and limits immune responses to future infections via memory of conserved influenza antigens. However, the mechanisms at play, their effectiveness, breadth of protection, and the ability to "reprogram" already imprinted individuals, remains heavily debated. We describe instances of rapid influenza evolution that illustrate the plasticity of the influenza virus in the face of drug pressure and discuss how novel vaccines could introduce new selective pressures on the evolution of the virus. We examine the possible unintended consequences of broadly protective (but infection-permissive) vaccines on the dynamics of epidemic and pandemic influenza, compared to conventional vaccines that have been shown to provide herd immunity benefits. In conclusion, computational modeling offers a valuable tool to anticipate the benefits of ambitious universal influenza vaccine programs, while balancing the risks from endemic influenza strains and unpredictable pandemic viruses. Moving forward, it will be important to mine the vast amount of data generated in clinical studies of universal influenza vaccines to ensure that the benefits and consequences of these vaccine programs have been carefully modeled and explored.
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Affiliation(s)
- Cécile Viboud
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States
- * E-mail:
| | - Katelyn Gostic
- Dept. of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, California, United States
- Dept. of Ecology and Evolution, University of Chicago, Chicago, Illinois, United States
| | - Martha I. Nelson
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States
| | - Graeme E. Price
- Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States
| | - Amanda Perofsky
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States
| | - Kaiyuan Sun
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States
| | - Nídia Sequeira Trovão
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States
| | - Benjamin J. Cowling
- World Health Organization Collaborating Centre for Infectious Disease Epidemiology and Control, School of Public Health, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Suzanne L. Epstein
- Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, Maryland, United States
| | - David J. Spiro
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland, United States
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14
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Abstract
Influenza A virus (IAV) is a major pathogen of the human respiratory tract, where the virus coexists and interacts with bacterial populations comprising the respiratory tract microbiome. Synergies between IAV and respiratory bacterial pathogens promote enhanced inflammation and disease burden that exacerbate morbidity and mortality. We demonstrate that direct interactions between IAV and encapsulated bacteria commonly found in the respiratory tract promote environmental stability and infectivity of IAV. Antibiotic-mediated depletion of the respiratory bacterial flora abrogated IAV transmission in ferret models, indicating that these virus-bacterium interactions are operative for airborne transmission of IAV. Restoring IAV airborne transmission in antibiotic-treated ferrets by coinfection with Streptococcus pneumoniae confirmed a role for specific members of the bacterial respiratory community in promoting IAV transmission. These results implicate a role for the bacterial respiratory flora in promoting airborne transmission of IAV.IMPORTANCE Infection with influenza A virus (IAV), especially when complicated with a secondary bacterial infection, is a leading cause of global mortality and morbidity. Gaining a greater understanding of the transmission dynamics of IAV is important during seasonal IAV epidemics and in the event of a pandemic. Direct bacterium-virus interactions are a recently appreciated aspect of infectious disease biology. Direct interactions between IAV and specific bacterial species of the human upper respiratory tract were found to promote the stability and infectivity of IAV during desiccation stress. Viral environmental stability is an important aspect during transmission, suggesting a potential role for bacterial respiratory communities in IAV transmission. Airborne transmission of IAV was abrogated upon depletion of nasal bacterial flora with topical antibiotics. This defect could be functionally complemented by S. pneumoniae coinfection. These data suggest that bacterial coinfection may be an underappreciated aspect of IAV transmission dynamics.
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15
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Belser JA, Pulit-Penaloza JA, Maines TR. Ferreting Out Influenza Virus Pathogenicity and Transmissibility: Past and Future Risk Assessments in the Ferret Model. Cold Spring Harb Perspect Med 2020; 10:cshperspect.a038323. [PMID: 31871233 DOI: 10.1101/cshperspect.a038323] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
As influenza A viruses continue to jump species barriers, data generated in the ferret model to assess influenza virus pathogenicity, transmissibility, and tropism of these novel strains continues to inform an increasing scope of public health-based applications. This review presents the suitability of ferrets as a small mammalian model for influenza viruses and describes the breadth of pathogenicity and transmissibility profiles possible in this species following inoculation with a diverse range of viruses. Adaptation of aerobiology-based techniques and analyses have furthered our understanding of data obtained from this model and provide insight into the capacity of novel and emerging influenza viruses to cause human infection and disease.
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Affiliation(s)
- Jessica A Belser
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia 30329, USA
| | - Joanna A Pulit-Penaloza
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia 30329, USA
| | - Taronna R Maines
- Influenza Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia 30329, USA
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16
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Singanayagam A, Zhou J, Elderfield RA, Frise R, Ashcroft J, Galiano M, Miah S, Nicolaou L, Barclay WS. Characterising viable virus from air exhaled by H1N1 influenza-infected ferrets reveals the importance of haemagglutinin stability for airborne infectivity. PLoS Pathog 2020; 16:e1008362. [PMID: 32097448 PMCID: PMC7059951 DOI: 10.1371/journal.ppat.1008362] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 03/06/2020] [Accepted: 01/28/2020] [Indexed: 12/18/2022] Open
Abstract
The transmissibility and pandemic potential of influenza viruses depends on their ability to efficiently replicate and be released from an infected host, retain viability as they pass through the environment, and then initiate infection in the next host. There is a significant gap in knowledge about viral properties that enable survival of influenza viruses between hosts, due to a lack of experimental methods to reliably isolate viable virus from the air. Using a novel technique, we isolate and characterise infectious virus from droplets emitted by 2009 pandemic H1N1-infected ferrets. We demonstrate that infectious virus is predominantly released early after infection. A virus containing a mutation destabilising the haemagglutinin (HA) surface protein displayed reduced survival in air. Infectious virus recovered from droplets exhaled by ferrets inoculated with this virus contained mutations that conferred restabilisation of HA, indicating the importance of influenza HA stability for between-host survival. Using this unique approach can improve knowledge about the determinants and mechanisms of influenza transmissibility and ultimately could be applied to studies of airborne virus exhaled from infected people. Influenza viruses can transmit through the air between two hosts. For virus to successfully transmit through the air, it must be exhaled from an infected donor in sufficient quantities and retain infectiousness in the air. These aspects of transmission are poorly understood due to a paucity of methods for quantifying infectious virus from airborne particles. Using a novel technique of virus plaque isolation from depositing airborne droplets, we show that ferrets infected with an airborne transmissible influenza virus exhaled a peak of infectious virus early after infection. We demonstrate the importance of virion stability for the retention of infectivity as virus travels through the air. Our findings highlight the fate of infectious virus outside the respiratory tract as an important parameter for understanding influenza transmission.
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Affiliation(s)
- Anika Singanayagam
- Department of Medicine, St. Marys Campus, Imperial College, London, United Kingdom
| | - Jie Zhou
- Department of Medicine, St. Marys Campus, Imperial College, London, United Kingdom
| | - Ruth A. Elderfield
- Department of Medicine, St. Marys Campus, Imperial College, London, United Kingdom
| | - Rebecca Frise
- Department of Medicine, St. Marys Campus, Imperial College, London, United Kingdom
| | - Jonathan Ashcroft
- Department of Medicine, St. Marys Campus, Imperial College, London, United Kingdom
| | - Monica Galiano
- Virus Reference Department, Public Health England, Colindale, United Kingdom
| | - Shahjahan Miah
- Virus Reference Department, Public Health England, Colindale, United Kingdom
| | - Laura Nicolaou
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America
| | - Wendy S. Barclay
- Department of Medicine, St. Marys Campus, Imperial College, London, United Kingdom
- * E-mail:
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17
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Wong J, Layton D, Wheatley AK, Kent SJ. Improving immunological insights into the ferret model of human viral infectious disease. Influenza Other Respir Viruses 2019; 13:535-546. [PMID: 31583825 PMCID: PMC6800307 DOI: 10.1111/irv.12687] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 09/18/2019] [Accepted: 09/20/2019] [Indexed: 12/14/2022] Open
Abstract
Ferrets are a well-established model for studying both the pathogenesis and transmission of human respiratory viruses and evaluation of antiviral vaccines. Advanced immunological studies would add substantial value to the ferret models of disease but are hindered by the low number of ferret-reactive reagents available for flow cytometry and immunohistochemistry. Nevertheless, progress has been made to understand immune responses in the ferret model with a limited set of ferret-specific reagents and assays. This review examines current immunological insights gained from the ferret model across relevant human respiratory diseases, with a focus on influenza viruses. We highlight key knowledge gaps that need to be bridged to advance the utility of ferrets for immunological studies.
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Affiliation(s)
- Julius Wong
- Department of Microbiology and ImmunologyPeter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVic.Australia
| | - Daniel Layton
- CSIRO Health and BiosecurityAustralian Animal Health LaboratoriesGeelongVic.Australia
| | - Adam K. Wheatley
- Department of Microbiology and ImmunologyPeter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVic.Australia
| | - Stephen J. Kent
- Department of Microbiology and ImmunologyPeter Doherty Institute for Infection and ImmunityUniversity of MelbourneMelbourneVic.Australia
- Melbourne Sexual Health Centre and Department of Infectious DiseasesAlfred Hospital and Central Clinical SchoolMonash UniversityMelbourneVic.Australia
- ARC Centre for Excellence in Convergent Bio‐Nano Science and TechnologyUniversity of MelbourneParkvilleVic.Australia
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18
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Belser JA, Barclay W, Barr I, Fouchier RAM, Matsuyama R, Nishiura H, Peiris M, Russell CJ, Subbarao K, Zhu H, Yen HL. Ferrets as Models for Influenza Virus Transmission Studies and Pandemic Risk Assessments. Emerg Infect Dis 2019; 24:965-971. [PMID: 29774862 PMCID: PMC6004870 DOI: 10.3201/eid2406.172114] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
The ferret transmission model is extensively used to assess the pandemic potential of emerging influenza viruses, yet experimental conditions and reported results vary among laboratories. Such variation can be a critical consideration when contextualizing results from independent risk-assessment studies of novel and emerging influenza viruses. To streamline interpretation of data generated in different laboratories, we provide a consensus on experimental parameters that define risk-assessment experiments of influenza virus transmissibility, including disclosure of variables known or suspected to contribute to experimental variability in this model, and advocate adoption of more standardized practices. We also discuss current limitations of the ferret transmission model and highlight continued refinements and advances to this model ongoing in laboratories. Understanding, disclosing, and standardizing the critical parameters of ferret transmission studies will improve the comparability and reproducibility of pandemic influenza risk assessment and increase the statistical power and, perhaps, accuracy of this model.
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19
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Ryan KA, Slack GS, Marriott AC, Kane JA, Whittaker CJ, Silman NJ, Carroll MW, Gooch KE. Cellular immune response to human influenza viruses differs between H1N1 and H3N2 subtypes in the ferret lung. PLoS One 2018; 13:e0202675. [PMID: 30192789 PMCID: PMC6128469 DOI: 10.1371/journal.pone.0202675] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 07/13/2018] [Indexed: 11/18/2022] Open
Abstract
Seasonal influenza virus infections cause yearly epidemics which are the source of a significant public health burden worldwide. The ferret model for human influenza A virus (IAV) is widely used and has several advantages over other animal models such as comparable symptomology, similar receptor distribution in the respiratory tract to humans and the ability to be infected with human isolates without the need for adaptation. However, a major disadvantage of the model has been a paucity of reagents for the evaluation of the cellular immune response. Investigation of T-cell mediated immunity in ferrets is crucial to vaccine development and efficacy studies. In this study we have used commercially produced antibodies to ferret interferon gamma (IFN-γ) allowing us to reliably measure influenza-specific IFN-γ as a marker of the cellular immune response using both enzyme-linked immunospot (ELISpot) and enzyme-linked immunosorbent (ELISA) techniques. Here we demonstrate the application of these tools to evaluate cellular immunity in ferrets infected with clinically relevant seasonal H1N1 and H3N2 IAV subtypes at equivalent doses. Using small heparinised blood samples we were able to observe the longitudinal influenza-specific IFN-γ responses of ferrets infected with both seasonal subtypes of IAV and found a notable increase in influenza-specific IFN-γ responses in circulating peripheral blood within 8 days post-infection. Both seasonal strains caused a well-defined pattern of influenza-specific IFN-γ responses in infected ferrets when compared to naïve animals. Additionally, we found that while the influenza specific IFN-γ responses found in peripheral circulating blood were comparable between subtypes, the influenza specific IFN-γ responses found in lung lymphocytes significantly differed. Our results suggest that there is a distinct difference between the ability of the two seasonal influenza strains to establish an infection in the lung of ferrets associated with distinct signatures of acquired immunity.
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Affiliation(s)
- Kathryn A. Ryan
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
| | - Gillian S. Slack
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
| | - Anthony C. Marriott
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
| | - Jennifer A. Kane
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
| | - Catherine J. Whittaker
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
| | - Nigel J. Silman
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
| | - Miles W. Carroll
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
| | - Karen E. Gooch
- National Infection Service, Public Health England, Porton Down, Wiltshire, United Kingdom
- * E-mail:
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20
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Defining the sizes of airborne particles that mediate influenza transmission in ferrets. Proc Natl Acad Sci U S A 2018; 115:E2386-E2392. [PMID: 29463703 PMCID: PMC5877994 DOI: 10.1073/pnas.1716771115] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Emerging respiratory pathogens pose significant public health threats as a result of their potential for rapid global spread via multiple non-mutually exclusive modes of transmission. The relative significance of contact, droplet, and airborne transmission for many respiratory pathogens remains a knowledge gap, and better understanding is essential for developing evidence-based measures for effective infection control. Here, we describe and evaluate a transmission chamber that separates virus-laden particles in air by size to study airborne particles that mediate influenza transmission in ferrets. Our results provide direct experimental evidence of influenza transmission via droplets and fine droplet nuclei, albeit at different efficiency. This transmission device can also be applied to elucidate the mode of transmission of other respiratory pathogens. Epidemics and pandemics of influenza are characterized by rapid global spread mediated by non-mutually exclusive transmission modes. The relative significance between contact, droplet, and airborne transmission is yet to be defined, a knowledge gap for implementing evidence-based infection control measures. We devised a transmission chamber that separates virus-laden particles by size and determined the particle sizes mediating transmission of influenza among ferrets through the air. Ferret-to-ferret transmission was mediated by airborne particles larger than 1.5 µm, consistent with the quantity and size of virus-laden particles released by the donors. Onward transmission by donors was most efficient before fever onset and may continue for 5 days after inoculation. Multiple virus gene segments enhanced the transmissibility of a swine influenza virus among ferrets by increasing the release of virus-laden particles into the air. We provide direct experimental evidence of influenza transmission via droplets and fine droplet nuclei, albeit at different efficiency.
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21
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Frise R, Bradley K, van Doremalen N, Galiano M, Elderfield RA, Stilwell P, Ashcroft JW, Fernandez-Alonso M, Miah S, Lackenby A, Roberts KL, Donnelly CA, Barclay WS. Contact transmission of influenza virus between ferrets imposes a looser bottleneck than respiratory droplet transmission allowing propagation of antiviral resistance. Sci Rep 2016; 6:29793. [PMID: 27430528 PMCID: PMC4949428 DOI: 10.1038/srep29793] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2016] [Accepted: 06/20/2016] [Indexed: 12/19/2022] Open
Abstract
Influenza viruses cause annual seasonal epidemics and occasional pandemics. It is important to elucidate the stringency of bottlenecks during transmission to shed light on mechanisms that underlie the evolution and propagation of antigenic drift, host range switching or drug resistance. The virus spreads between people by different routes, including through the air in droplets and aerosols, and by direct contact. By housing ferrets under different conditions, it is possible to mimic various routes of transmission. Here, we inoculated donor animals with a mixture of two viruses whose genomes differed by one or two reverse engineered synonymous mutations, and measured the transmission of the mixture to exposed sentinel animals. Transmission through the air imposed a tight bottleneck since most recipient animals became infected by only one virus. In contrast, a direct contact transmission chain propagated a mixture of viruses suggesting the dose transferred by this route was higher. From animals with a mixed infection of viruses that were resistant and sensitive to the antiviral drug oseltamivir, resistance was propagated through contact transmission but not by air. These data imply that transmission events with a looser bottleneck can propagate minority variants and may be an important route for influenza evolution.
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Affiliation(s)
- Rebecca Frise
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
| | - Konrad Bradley
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
| | - Neeltje van Doremalen
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
| | - Monica Galiano
- Public Health England, Colindale, London, United Kingdom
| | - Ruth A. Elderfield
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
| | - Peter Stilwell
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
| | - Jonathan W. Ashcroft
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
| | | | - Shahjahan Miah
- Public Health England, Colindale, London, United Kingdom
| | - Angie Lackenby
- Public Health England, Colindale, London, United Kingdom
| | - Kim L. Roberts
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
| | - Christl A. Donnelly
- MRC Centre for Outbreak Analysis and Modelling, Department of Infectious Disease Epidemiology, School of Public Health, Faculty of Medicine, Imperial College London, United Kingdom
| | - Wendy S. Barclay
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London, W2 1PG, United Kingdom
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22
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Complexities in Ferret Influenza Virus Pathogenesis and Transmission Models. Microbiol Mol Biol Rev 2016; 80:733-44. [PMID: 27412880 DOI: 10.1128/mmbr.00022-16] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Ferrets are widely employed to study the pathogenicity, transmissibility, and tropism of influenza viruses. However, inherent variations in inoculation methods, sampling schemes, and experimental designs are often overlooked when contextualizing or aggregating data between laboratories, leading to potential confusion or misinterpretation of results. Here, we provide a comprehensive overview of parameters to consider when planning an experiment using ferrets, collecting data from the experiment, and placing results in context with previously performed studies. This review offers information that is of particular importance for researchers in the field who rely on ferret data but do not perform the experiments themselves. Furthermore, this review highlights the breadth of experimental designs and techniques currently available to study influenza viruses in this model, underscoring the wide heterogeneity of protocols currently used for ferret studies while demonstrating the wealth of information which can benefit risk assessments of emerging influenza viruses.
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23
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Clint E, Fessler DMT. INSURMOUNTABLE HEAT: THE EVOLUTION AND PERSISTENCE OF DEFENSIVE HYPERTHERMIA. QUARTERLY REVIEW OF BIOLOGY 2016; 91:25-46. [PMID: 27192778 DOI: 10.1086/685302] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Fever, the rise in body temperature set point in response to infection or injury, is a highly conserved trait among vertebrates, and documented in many arthropods. Fever is known to reduce illness duration and mortality. These observations present an evolutionary puzzle: why has fever continued to be an effective response to fast-evolving pathogenic microbes across diverse phyla, and probably over countless millions of years? Framing fever as part of a more general thermal manipulation strategy that we term defensive hyperthermia, we hypothesize that the solution lies in the independent contributions to pathogen fitness played by virulence and infectivity. A host organism deploying defensive hyperthermia alters the ecological environment of an invading pathogen. To the extent that the pathogen evolves to be able to function effectively at elevated temperatures, it disadvantages itself at infecting the next (thermonormative) host, becoming more likely to be thwarted by that host's immune system and outcompeted by wild ecotype conspecifics (a genetically distinct strain adapted to specific environmental conditions) that, although more vulnerable to elevated temperatures, operate more effectively at the host's normal temperature. We evaluate this hypothesis in light of existing evidence concerning pathogen thermal specialization, and discuss theoretical and translational implications of this model.
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24
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Handel A, Rohani P. Crossing the scale from within-host infection dynamics to between-host transmission fitness: a discussion of current assumptions and knowledge. Philos Trans R Soc Lond B Biol Sci 2016; 370:rstb.2014.0302. [PMID: 26150668 DOI: 10.1098/rstb.2014.0302] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
The progression of an infection within a host determines the ability of a pathogen to transmit to new hosts and to maintain itself in the population. While the general connection between the infection dynamics within a host and the population-level transmission dynamics of pathogens is widely acknowledged, a comprehensive and quantitative understanding that would allow full integration of the two scales is still lacking. Here, we provide a brief discussion of both models and data that have attempted to provide quantitative mappings from within-host infection dynamics to transmission fitness. We present a conceptual framework and provide examples of studies that have taken first steps towards development of a quantitative framework that scales from within-host infections to population-level fitness of different pathogens. We hope to illustrate some general themes, summarize some of the recent advances and-maybe most importantly-discuss gaps in our ability to bridge these scales, and to stimulate future research on this important topic.
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Affiliation(s)
- Andreas Handel
- Department of Epidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, GA 30602, USA
| | - Pejman Rohani
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI 48109, USA Center for the Study of Complex Systems, University of Michigan, Ann Arbor, MI 48109, USA Fogarty International Center, National Institutes of Health, Bethesda, MD 20892, USA
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25
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Oh DY, Hurt AC. Using the Ferret as an Animal Model for Investigating Influenza Antiviral Effectiveness. Front Microbiol 2016; 7:80. [PMID: 26870031 PMCID: PMC4740393 DOI: 10.3389/fmicb.2016.00080] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Accepted: 01/18/2016] [Indexed: 01/12/2023] Open
Abstract
The concern of the emergence of a pandemic influenza virus has sparked an increased effort toward the development and testing of novel influenza antivirals. Central to this is the animal model of influenza infection, which has played an important role in understanding treatment effectiveness and the effect of antivirals on host immune responses. Among the different animal models of influenza, ferrets can be considered the most suitable for antiviral studies as they display most of the human-like symptoms following influenza infections, they can be infected with human influenza virus without prior viral adaptation and have the ability to transmit influenza virus efficiently between one another. However, an accurate assessment of the effectiveness of an antiviral treatment in ferrets is dependent on three major experimental considerations encompassing firstly, the volume and titer of virus, and the route of viral inoculation. Secondly, the route and dose of drug administration, and lastly, the different methods used to assess clinical symptoms, viral shedding kinetics and host immune responses in the ferrets. A good understanding of these areas is necessary to achieve data that can accurately inform the human use of influenza antivirals. In this review, we discuss the current progress and the challenges faced in these three major areas when using the ferret model to measure influenza antiviral effectiveness.
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Affiliation(s)
- Ding Y Oh
- WHO Collaborating Centre for Reference and Research on Influenza, Victorian Infectious Diseases Reference Laboratory, Peter Doherty Institute for Infection and Immunity, MelbourneVIC, Australia; School of Applied and Biomedical Sciences, Federation University Australia, GippslandVIC, Australia
| | - Aeron C Hurt
- WHO Collaborating Centre for Reference and Research on Influenza, Victorian Infectious Diseases Reference Laboratory, Peter Doherty Institute for Infection and Immunity, MelbourneVIC, Australia; Melbourne School of Population and Global Health, University of Melbourne, ParkvilleVIC, Australia
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26
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Fullen DJ, Noulin N, Catchpole A, Fathi H, Murray EJ, Mann A, Eze K, Balaratnam G, Borley DW, Gilbert A, Lambkin-Williams R. Accelerating Influenza Research: Vaccines, Antivirals, Immunomodulators and Monoclonal Antibodies. The Manufacture of a New Wild-Type H3N2 Virus for the Human Viral Challenge Model. PLoS One 2016; 11:e0145902. [PMID: 26761707 PMCID: PMC4711822 DOI: 10.1371/journal.pone.0145902] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 12/10/2015] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Influenza and its associated diseases are a major cause of morbidity and mortality. The United States Advisory Committee on Immunization Practices recommends influenza vaccination for everyone over 6 months of age. The failure of the flu vaccine in 2014-2015 demonstrates the need for a model that allows the rapid development of novel antivirals, universal/intra-seasonal vaccines, immunomodulators, monoclonal antibodies and other novel treatments. To this end we manufactured a new H3N2 influenza virus in compliance with Good Manufacturing Practice for use in the Human Viral Challenge Model. METHODS AND STRAIN SELECTION We chose an H3N2 influenza subtype, rather than H1N1, given that this strain has the most substantial impact in terms of morbidity or mortality annually as described by the Centre for Disease Control. We first subjected the virus batch to rigorous adventitious agent testing, confirmed the virus to be wild-type by Sanger sequencing and determined the virus titres appropriate for human use via the established ferret model. We built on our previous experience with other H3N2 and H1N1 viruses to develop this unique model. HUMAN CHALLENGE AND CONCLUSIONS We conducted an initial safety and characterisation study in healthy adult volunteers, utilising our unique clinical quarantine facility in London, UK. In this study we demonstrated this new influenza (H3N2) challenge virus to be both safe and pathogenic with an appropriate level of disease in volunteers. Furthermore, by inoculating volunteers with a range of different inoculum titres, we established the minimum infectious titre required to achieve reproducible disease whilst ensuring a sensitive model that can be translated to design of subsequent field based studies. TRIAL REGISTRATION ClinicalTrials.gov NCT02525055.
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Affiliation(s)
- Daniel J. Fullen
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
- * E-mail:
| | - Nicolas Noulin
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Andrew Catchpole
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Hosnieh Fathi
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Edward J. Murray
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Alex Mann
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Kingsley Eze
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Ganesh Balaratnam
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Daryl W. Borley
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Anthony Gilbert
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
| | - Rob Lambkin-Williams
- hVIVO Services Limited, Queen Mary BioEnterprises Innovation Centre, 42 New Rd, London, E1 2AX, England, United Kingdom
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27
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Wikramaratna PS, Rambaut A. Relationship between haemagglutination inhibition titre and immunity to influenza in ferrets. Vaccine 2015; 33:5380-5385. [PMID: 26342848 PMCID: PMC4582772 DOI: 10.1016/j.vaccine.2015.08.065] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 07/21/2015] [Accepted: 08/18/2015] [Indexed: 11/22/2022]
Abstract
Our understanding of the antigenic evolution of the human influenza virus is chiefly derived from experiments in which serum from influenza infected ferrets is tested against panels of virus isolates in the haemagglutination inhibition (HI) assay. The interpretation of these results has been much aided by the development of antigenic mapping techniques, which suppose that the antigenic distance between two different influenza viruses is directly proportional to their fold-difference in titre in this assay. Yet, antigenic distance is not necessarily the same as cross-protection, and high levels of protection have been observed in humans against strains to which they have low HI titres. However, no study has previously addressed the relationship between HI titre and cross-protection in ferrets: the standard animal model. This study fills this gap by analysing published data where pre-challenge HI titres are available for individual ferrets, and post-challenge outcomes have been recorded. Ultimately, this work confirms that it is the absolute, rather than relative, HI titre that determines the extent of immunity and that there is a threshold HI titre beyond which ferrets are completely protected from infection. Nevertheless, this titre is much higher in ferrets than has been suggested for humans. Further, we are consequently able to show that using distance between strains within an antigenic map to predict cross-protection between influenza viruses can be misleading.
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Affiliation(s)
| | - Andrew Rambaut
- Institute of Evolutionary Biology, University of Edinburgh, UK; Fogarty International Center, National Institute of Health, Bethesda, MD, USA; Centre for Immunology, Infection and Evolution, University of Edinburgh, Edinburgh EH9 3FL, UK
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28
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Elderfield RA, Parker L, Stilwell P, Roberts KL, Schepelmann S, Barclay WS. Ferret airway epithelial cell cultures support efficient replication of influenza B virus but not mumps virus. J Gen Virol 2015; 96:2092-2098. [PMID: 25953915 DOI: 10.1099/vir.0.000176] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Ferrets have become the model animal of choice for influenza pathology and transmission experiments as they are permissive and susceptible to human influenza A viruses. However, inoculation of ferrets with mumps virus (MuV) did not lead to successful infections. We evaluated the use of highly differentiated ferret tracheal epithelium cell cultures, FTE, for predicting the potential of ferrets to support respiratory viral infections. FTE cultures supported productive replication of human influenza A and B viruses but not of MuV, whereas analogous cells generated from human airways supported replication of all three viruses. We propose that in vitro strategies using these cultures might serve as a method of triaging viruses and potentially reducing the use of ferrets in viral studies.
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Affiliation(s)
- Ruth A Elderfield
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London W2 1PG, UK
| | - Lauren Parker
- Division of Virology, National Institute for Biological Standards and Control, Blanche Lane, South Mimms, Potters Bar EN6 3QG, UK
| | - Peter Stilwell
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London W2 1PG, UK
| | - Kim L Roberts
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London W2 1PG, UK.,Department of Microbiology, Moyne Institute of Preventive Medicine, Trinity College, Dublin 2, Ireland
| | - Silke Schepelmann
- Division of Virology, National Institute for Biological Standards and Control, Blanche Lane, South Mimms, Potters Bar EN6 3QG, UK
| | - Wendy S Barclay
- Imperial College London, Faculty of Medicine, Division of Infectious Disease, Norfolk Place, London W2 1PG, UK
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29
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Visualizing real-time influenza virus infection, transmission and protection in ferrets. Nat Commun 2015; 6:6378. [PMID: 25744559 PMCID: PMC4366512 DOI: 10.1038/ncomms7378] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2014] [Accepted: 01/23/2015] [Indexed: 11/29/2022] Open
Abstract
Influenza transmission efficiency in ferrets is vital for risk-assessment studies. However, the inability to monitor viral infection and transmission dynamics in real time only provides a glimpse into transmissibility. Here we exploit a replication-competent influenza reporter virus to investigate dynamics of infection/transmission in ferrets. Bioluminescent imaging of ferrets infected with A/California/04/2009 H1N1 virus (CA/09) encoding NanoLuc (NLuc) luciferase provides the first real-time snapshot of influenza infection/transmission. Luminescence in the respiratory tract and in less well-characterized extra-pulmonary sites is observed, and imaging identifies infections in animals that would have otherwise been missed by traditional methods. Finally, the reporter virus significantly increases the speed and sensitivity of virological and serological assays. Thus, bioluminescent imaging of influenza infections rapidly determines intra-host dissemination, inter-host transmission and viral load, revealing infection dynamics and pandemic potential of the virus. These results have important implications for antiviral drug susceptibility, vaccine efficacy, transmissibility and pathogenicity studies. Ferrets are the main animal model used for research on influenza transmission. Here, the authors investigate the dynamics of infection and transmission in ferrets using a replication-competent influenza reporter virus and real-time bioluminescence imaging.
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30
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Oh DY, Lowther S, McCaw JM, Sullivan SG, Leang SK, Haining J, Arkinstall R, Kelso A, Mcvernon J, Barr IG, Middleton D, Hurt AC. Evaluation of oseltamivir prophylaxis regimens for reducing influenza virus infection, transmission and disease severity in a ferret model of household contact. J Antimicrob Chemother 2014; 69:2458-69. [PMID: 24840623 PMCID: PMC4130381 DOI: 10.1093/jac/dku146] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Revised: 03/31/2014] [Accepted: 04/03/2014] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVES The emergence of the pandemic influenza A(H1N1)pdm09 virus in 2009 saw a significant increase in the therapeutic and prophylactic use of neuraminidase inhibitors (NAIs) to mitigate the impact of this highly transmissible virus. Prior to the pandemic, many countries stockpiled NAIs and developed pandemic plans for the use of antiviral drugs, based on either treatment of high-risk individuals and/or prophylaxis of contacts. However, to date there has been a lack of in vivo models to test the efficacy of treatment or prophylaxis with NAIs, for influenza-infected individuals or exposed contacts, in a household setting. METHODS A ferret model of household contact was developed to study the efficacy of different prophylaxis regimens in preventing infection in contact ferrets exposed to influenza A(H1N1)pdm09-infected index ferrets. RESULTS Among the different prophylactic regimens, contact ferrets receiving oseltamivir prophylaxis twice daily showed better outcomes than those receiving oseltamivir once daily. Benefits included a significant delay in the time to secondary infection, lower weight loss and higher activity levels. The treatment of index ferrets at 36 h post-infection did not influence either secondary infection rates or clinical symptoms in exposed contact ferrets. Neither prophylaxis nor treatment prevented infection or reduced the duration of viral shedding, although clinical symptoms did improve in infected animals receiving prophylaxis. CONCLUSIONS Different oseltamivir prophylaxis regimens did not prevent infections, but consistently resulted in a reduction in symptoms in infected ferrets. However, oseltamivir prophylaxis failed to reduce viral titres, which warrants further investigation in humans.
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Affiliation(s)
- Ding Yuan Oh
- WHO Collaborating Centre for Reference and Research on Influenza, North Melbourne, Victoria, Australia
| | - Sue Lowther
- Australian Animal Health Laboratory, Geelong, Victoria, Australia
| | - James M McCaw
- Vaccine and Immunisation Research Group, Murdoch Childrens Research Institute, Royal Childrens Hospital, Parkville, Victoria, Australia Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Sheena G Sullivan
- WHO Collaborating Centre for Reference and Research on Influenza, North Melbourne, Victoria, Australia
| | - Sook-Kwan Leang
- WHO Collaborating Centre for Reference and Research on Influenza, North Melbourne, Victoria, Australia
| | - Jessica Haining
- Australian Animal Health Laboratory, Geelong, Victoria, Australia
| | | | - Anne Kelso
- WHO Collaborating Centre for Reference and Research on Influenza, North Melbourne, Victoria, Australia
| | - Jodie Mcvernon
- Vaccine and Immunisation Research Group, Murdoch Childrens Research Institute, Royal Childrens Hospital, Parkville, Victoria, Australia Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Ian G Barr
- WHO Collaborating Centre for Reference and Research on Influenza, North Melbourne, Victoria, Australia School of Applied Sciences and Engineering, Monash University, Churchill, Victoria, Australia
| | | | - Aeron C Hurt
- WHO Collaborating Centre for Reference and Research on Influenza, North Melbourne, Victoria, Australia School of Applied Sciences and Engineering, Monash University, Churchill, Victoria, Australia
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31
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Linster M, van Boheemen S, de Graaf M, Schrauwen EJA, Lexmond P, Mänz B, Bestebroer TM, Baumann J, van Riel D, Rimmelzwaan GF, Osterhaus ADME, Matrosovich M, Fouchier RAM, Herfst S. Identification, characterization, and natural selection of mutations driving airborne transmission of A/H5N1 virus. Cell 2014; 157:329-339. [PMID: 24725402 DOI: 10.1016/j.cell.2014.02.040] [Citation(s) in RCA: 214] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Revised: 02/17/2014] [Accepted: 02/24/2014] [Indexed: 12/26/2022]
Abstract
Recently, A/H5N1 influenza viruses were shown to acquire airborne transmissibility between ferrets upon targeted mutagenesis and virus passage. The critical genetic changes in airborne A/Indonesia/5/05 were not yet identified. Here, five substitutions proved to be sufficient to determine this airborne transmission phenotype. Substitutions in PB1 and PB2 collectively caused enhanced transcription and virus replication. One substitution increased HA thermostability and lowered the pH of membrane fusion. Two substitutions independently changed HA binding preference from α2,3-linked to α2,6-linked sialic acid receptors. The loss of a glycosylation site in HA enhanced overall binding to receptors. The acquired substitutions emerged early during ferret passage as minor variants and became dominant rapidly. Identification of substitutions that are essential for airborne transmission of avian influenza viruses between ferrets and their associated phenotypes advances our fundamental understanding of virus transmission and will increase the value of future surveillance programs and public health risk assessments.
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Affiliation(s)
- Martin Linster
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Sander van Boheemen
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Miranda de Graaf
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Eefje J A Schrauwen
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Pascal Lexmond
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Benjamin Mänz
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Theo M Bestebroer
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Jan Baumann
- Institute of Virology, Philipps-University, 35043 Marburg, Germany
| | - Debby van Riel
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Guus F Rimmelzwaan
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | - Albert D M E Osterhaus
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
| | | | - Ron A M Fouchier
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands.
| | - Sander Herfst
- Department of Viroscience, Postgraduate School of Molecular Medicine, Erasmus Medical Center, 3015GE Rotterdam, the Netherlands
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32
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Killingley B, Nguyen-Van-Tam J. Routes of influenza transmission. Influenza Other Respir Viruses 2014; 7 Suppl 2:42-51. [PMID: 24034483 DOI: 10.1111/irv.12080] [Citation(s) in RCA: 163] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Remarkably little is known definitively about the modes of influenza transmission. Thus, important health policy and infection control issues remain unresolved. These shortcomings have been exposed in national and international pandemic preparedness activities over recent years. Indeed, WHO, CDC, ECDC and the U.S. Institute of Medicine have prioritised understanding the modes of influenza transmission as a critical need for pandemic planning. Studying influenza transmission is difficult; seasonality, unpredictable attack rates, role of environmental parameters such as temperature and humidity, numbers of participants required and confounding variables all present considerable obstacles to the execution of definitive studies. A range of investigations performed to date have failed to provide definitive answers and key questions remain. Reasons for this include the fact that many studies have not sought to investigate routes of transmission as a primary objective (instead, they have evaluated specific interventions) and that fieldwork in natural settings, specifically assessing the dynamics and determinants of transmission between humans, has been limited. The available evidence suggests that all routes of transmission (droplet, aerosol and contact) have a role to play; their relative significance will depend on the set of circumstances acting at a given time. Dictating the process are factors related to the virus itself, the host and the environment.
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33
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Thai PQ, Mai LQ, Welkers MRA, Hang NLK, Thanh LT, Dung VTV, Yen NTT, Duong TN, Hoa LNM, Thoang DD, Trang HTH, de Jong MD, Wertheim H, Hien NT, Horby P, Fox A. Pandemic H1N1 virus transmission and shedding dynamics in index case households of a prospective Vietnamese cohort. J Infect 2014; 68:581-90. [PMID: 24491598 PMCID: PMC4031397 DOI: 10.1016/j.jinf.2014.01.008] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Revised: 01/21/2014] [Accepted: 01/24/2014] [Indexed: 11/29/2022]
Abstract
Objectives Influenza household transmission studies are required to guide prevention strategies but most passively recruit index cases that seek healthcare. We investigated A(H1N1)pdm09 transmission in a household-based cohort during 2009. Methods Health-workers visited 270 households weekly, and collected swabs from influenza-like-illness cases. If A(H1N1)pdm09 was RT-PCR-confirmed, all household members had symptoms assessed and swabs collected daily for 10–15 days. Viral RNA was quantified and sequenced and serology performed on pre-pandemic sera. Results Index cases were detected in 20 households containing 81 people. 98.5% lacked A(H1N1)pdm09 neutralizing antibodies in pre-pandemic sera. Eleven (18.6%, 95% CI 10.7–30.4%) of 59 contacts were infected. Virus genetic diversity within households was negligible and less than between households. Index and secondary cases were distributed between mothers, daughters and sons, and had similar virus-RNA shedding and symptom dynamics. Fathers were rarely infected. Five secondary cases (45%) had no apparent symptoms and three shed virus before symptoms. Secondary infection was associated with index case wet cough (OR 1.56, 95% CI 1.22–1.99). Conclusions In this cohort of A(H1N1)pdm09 susceptible persons, virus sequencing was capable of discriminating household from community transmission. Household transmission involved mothers and children but rarely fathers. Asymptomatic or pre-symptomatic shedding was common.
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Affiliation(s)
- Pham Quang Thai
- National Institute of Hygiene and Epidemiology, Hanoi, Viet Nam
| | - Le Quynh Mai
- National Institute of Hygiene and Epidemiology, Hanoi, Viet Nam
| | - Matthijs R A Welkers
- Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Le Thi Thanh
- National Institute of Hygiene and Epidemiology, Hanoi, Viet Nam
| | - Vu Tien Viet Dung
- Oxford University Clinical Research Unit and Wellcome Trust Major Overseas Programme, Viet Nam
| | | | - Tran Nhu Duong
- National Institute of Hygiene and Epidemiology, Hanoi, Viet Nam
| | - Le Nguyen Minh Hoa
- Oxford University Clinical Research Unit and Wellcome Trust Major Overseas Programme, Viet Nam
| | | | - Hoang Thi Huyen Trang
- Oxford University Clinical Research Unit and Wellcome Trust Major Overseas Programme, Viet Nam
| | - Menno D de Jong
- Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Heiman Wertheim
- Oxford University Clinical Research Unit and Wellcome Trust Major Overseas Programme, Viet Nam; Center for Tropical Medicine, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | | | - Peter Horby
- Oxford University Clinical Research Unit and Wellcome Trust Major Overseas Programme, Viet Nam; Center for Tropical Medicine, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Annette Fox
- Oxford University Clinical Research Unit and Wellcome Trust Major Overseas Programme, Viet Nam; Center for Tropical Medicine, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK; Department of Microbiology and Immunology, University of Melbourne, Australia.
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Kang YM, Kim HM, Ku KB, Park EH, Yum J, Seo SH. H3N2 canine influenza virus causes severe morbidity in dogs with induction of genes related to inflammation and apoptosis. Vet Res 2013; 44:92. [PMID: 24090140 PMCID: PMC3851372 DOI: 10.1186/1297-9716-44-92] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2013] [Accepted: 09/25/2013] [Indexed: 11/18/2022] Open
Abstract
Dogs are companion animals that live in close proximity with humans. Canine H3N2 influenza virus has been isolated from pet dogs that showed severe respiratory signs and other clinical symptoms such as fever, reduced body weight, and interstitial pneumonia. The canine H3N2 influenza virus can be highly transmissible among dogs via aerosols. When we analyzed global gene expression in the lungs of infected dogs, the genes associated with the immune response and cell death were greatly elevated. Taken together, our results suggest that canine H3N2 influenza virus can be easily transmitted among dogs, and that severe pneumonia in the infected dogs may be partially due to the elevated expression of genes related to inflammation and apoptosis.
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Affiliation(s)
- Young Myong Kang
- Laboratory of Influenza Research, College of Veterinary Medicine, Chungnam National University, Daejeon, South Korea.
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Abstract
The threat of a virulent, highly transmissible pandemic virus has motivated an escalating research effort to identify the transmissible genotypes of animal viruses that cross over into the human population (animal–human transmission) and sustain human–human transmission. In addition to the pursuit of the viral genotype, a greater understanding of the host-virus phenotype of infectiousness, transmissibility and susceptibility will be required. This review examines experimental animal transmission of influenza for insights into human influenza transmission. Transmission is viewed as sequential steps that the virus must pass critical thresholds to achieve transmission and ultimately survival in the human host. In particular, a quantitative understanding in animal models of viral replication efficiency, airway viral load, exhaled viral aerosol load, environmental virus survival and host susceptibility will likely yield important insights. Computational modeling will enhance animal model data, as well as guide the use of pandemic mitigation strategies.
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Affiliation(s)
- Frederick Koster
- Department of Computer Science, University of New Mexico, Albuquerque, NM, USA and The Lovelace Respiratory Research Institute, Albuquerque, NM, USA
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Kim HM, Kang YM, Ku KB, Park EH, Yum J, Kim JC, Jin SY, Lee JS, Kim HS, Seo SH. The severe pathogenicity of alveolar macrophage-depleted ferrets infected with 2009 pandemic H1N1 influenza virus. Virology 2013; 444:394-403. [PMID: 23890814 DOI: 10.1016/j.virol.2013.07.006] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Revised: 06/20/2013] [Accepted: 07/07/2013] [Indexed: 01/24/2023]
Abstract
The in vivo role of alveolar macrophages in the infections with 2009 pandemic H1N1 influenza virus is not as yet known. Ferret study shows that alveolar macrophages are critical for lowering the risk of severe outcomes in 2009 pandemic H1N1 influenza virus infections. Up to 40% of the infected ferrets depleted of alveolar macrophages died, with elevated body temperature and major loss of body weight in contrast to infected ferrets not depleted of alveolar macrophages. The higher viral titers in the lungs were detected in infected ferrets depleted of alveolar macrophages than infected ferrets not depleted of alveolar macrophages 5 days after infection. The inflammatory chemokines were induced at greater levels in the lungs of infected ferrets depleted of alveolar macrophages than in those of infected ferrets not depleted of alveolar macrophages. Our study implies that alveolar macrophages are important for controlling the infections of 2009 pandemic H1N1 influenza virus.
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Affiliation(s)
- Heui Man Kim
- Laboratory of Influenza Research, College of Veterinary Medicine, Chungnam National University, Daejeon, South Korea
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Nishiura H, Yen HL, Cowling BJ. Sample size considerations for one-to-one animal transmission studies of the influenza A viruses. PLoS One 2013; 8:e55358. [PMID: 23383167 PMCID: PMC3561278 DOI: 10.1371/journal.pone.0055358] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Accepted: 12/27/2012] [Indexed: 11/19/2022] Open
Abstract
Background Animal transmission studies can provide important insights into host, viral and environmental factors affecting transmission of viruses including influenza A. The basic unit of analysis in typical animal transmission experiments is the presence or absence of transmission from an infectious animal to a susceptible animal. In studies comparing two groups (e.g. two host genetic variants, two virus strains, or two arrangements of animal cages), differences between groups are evaluated by comparing the proportion of pairs with successful transmission in each group. The present study aimed to discuss the significance and power to estimate transmissibility and identify differences in the transmissibility based on one-to-one trials. The analyses are illustrated on transmission studies of influenza A viruses in the ferret model. Methodology/Principal Findings Employing the stochastic general epidemic model, the basic reproduction number, R0, is derived from the final state of an epidemic and is related to the probability of successful transmission during each one-to-one trial. In studies to estimate transmissibility, we show that 3 pairs of infectious/susceptible animals cannot demonstrate a significantly higher transmissibility than R0 = 1, even if infection occurs in all three pairs. In comparisons between two groups, at least 4 pairs of infectious/susceptible animals are required in each group to ensure high power to identify significant differences in transmissibility between the groups. Conclusions These results inform the appropriate sample sizes for animal transmission experiments, while relating the observed proportion of infected pairs to R0, an interpretable epidemiological measure of transmissibility. In addition to the hypothesis testing results, the wide confidence intervals of R0 with small sample sizes also imply that the objective demonstration of difference or similarity should rest on firmly calculated sample size.
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Affiliation(s)
- Hiroshi Nishiura
- School of Public Health, The University of Hong Kong, Hong Kong SAR, China.
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