1
|
Mine J, Takadate Y, Kumagai A, Sakuma S, Tsunekuni R, Miyazawa K, Uchida Y. Genetics of H5N1 and H5N8 High-Pathogenicity Avian Influenza Viruses Isolated in Japan in Winter 2021-2022. Viruses 2024; 16:358. [PMID: 38543724 PMCID: PMC10975693 DOI: 10.3390/v16030358] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 02/21/2024] [Accepted: 02/24/2024] [Indexed: 05/23/2024] Open
Abstract
In winter 2021-2022, H5N1 and H5N8 high-pathogenicity avian influenza (HPAI) viruses (HPAIVs) caused serious outbreaks in Japan: 25 outbreaks of HPAI at poultry farms and 107 cases in wild birds or in the environment. Phylogenetic analyses divided H5 HPAIVs isolated in Japan in the winter of 2021-2022 into three groups-G2a, G2b, and G2d-which were disseminated at different locations and times. Full-genome sequencing analyses of these HPAIVs revealed a strong relationship of multiple genes between Japan and Siberia, suggesting that they arose from reassortment events with avian influenza viruses (AIVs) in Siberia. The results emphasize the complex of dissemination and reassortment events with the movement of migratory birds, and the importance of continual monitoring of AIVs in Japan and Siberia for early alerts to the intrusion of HPAIVs.
Collapse
Affiliation(s)
- Junki Mine
- National Institute of Animal Health, National Agriculture and Food Research Organization, 3-1-5 Kannondai, Tsukuba 305-0856, Ibaraki, Japan (A.K.); (S.S.); (R.T.); (K.M.); (Y.U.)
| | | | | | | | | | | | | |
Collapse
|
2
|
Sakuma S, Tanikawa T, Tsunekuni R, Mine J, Kumagai A, Miyazawa K, Takadate Y, Uchida Y. Experimental Infection of Chickens with H5N8 High Pathogenicity Avian Influenza Viruses Isolated in Japan in the Winter of 2020-2021. Viruses 2023; 15:2293. [PMID: 38140534 PMCID: PMC10748181 DOI: 10.3390/v15122293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 11/21/2023] [Accepted: 11/21/2023] [Indexed: 12/24/2023] Open
Abstract
During the winter of 2020-2021, numerous outbreaks of high pathogenicity avian influenza (HPAI) were caused by viruses of the subtype H5N8 in poultry over a wide region in Japan. The virus can be divided into five genotypes-E1, E2, E3, E5, and E7. The major genotype responsible for the outbreaks was E3, followed by E2. To investigate the cause of these outbreaks, we experimentally infected chickens with five representative strains of each genotype. We found that the 50% chicken infectious dose differed by up to 75 times among the five strains, and the titer of the E3 strains (102.75 50% egg infectious dose (EID50)) was the lowest, followed by that of the E2 strains (103.50 EID50). In viral transmission experiments, in addition to the E3 and E2 strains, the E5 strain was transmitted to naïve chickens with high efficiency (>80%), whereas the other strains had low efficiencies (<20%). We observed a clear difference in the virological characteristics among the five strains isolated in the same season. The higher infectivity of the E3 and E2 viruses in chickens may have caused the large number of HPAI outbreaks in Japan during this season.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Yuko Uchida
- National Institute of Animal Health, National Agriculture and Food Research Organization, 3-1-5 Kannondai, Tsukuba 305-0856, Ibaraki, Japan; (S.S.); (T.T.); (R.T.); (J.M.); (A.K.); (K.M.); (Y.T.)
| |
Collapse
|
3
|
Renaud C, Osborn A, Parmley EJ, F Hatchette T, LeBlanc J, Weese JS, Misra V, Yamamura D, Forgie S, Renwick S, Webster D, Mubareka S. Highly pathogenic avian influenza: Unprecedented outbreaks in Canadian wildlife and domestic poultry. J Assoc Med Microbiol Infect Dis Can 2023; 8:187-191. [PMID: 38058495 PMCID: PMC10697099 DOI: 10.3138/jammi-2023-05-08] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/08/2023]
Abstract
Canada experienced a wave of HPAI H5N1 outbreaks in the spring of 2022 with millions of wild and farmed birds being infected. Seabird mortalities in Canada have been particularly severe on the Atlantic Coast over the summer of 2022. Over 7 million birds have been culled in Canada, and outbreaks continue to profoundly affect commercial bird farms across the world. This new H5N1 virus can and has infected multiple mammalian species, including skunks, foxes, bears, mink, seals, porpoises, sea lions, and dolphins. Viruses with mammalian adaptations such as the mutations PB2-E627K, E627V, and D701N were found in the brain of various carnivores in Europe and Canada. To date this specific clade of H5N1 virus has been identified in less than 10 humans. At the ground level, awareness should be raised among frontline practitioners most likely to encounter patients with HPAI.
Collapse
Affiliation(s)
- Christian Renaud
- Department of Microbiology, Infectiology and Immunology, & Department of Pediatrics, Université de Montréal, Montréal, Québec, Canada
| | | | | | - Todd F Hatchette
- Division of Microbiology, Department of Pathology and Laboratory Medicine, Central Zone Nova Scotia Health, Halifax, Nova Scotia, Canada
| | - J LeBlanc
- Division of Microbiology, Department of Pathology and Laboratory Medicine, Central Zone Nova Scotia Health, Halifax, Nova Scotia, Canada
| | - Jeffrey Scott Weese
- Centre for Public Health and Zoonoses, University of Guelph, Guelph, Ontario, Canada
| | - Vikram Misra
- Department of Veterinary Microbiology, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Deborah Yamamura
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Sarah Forgie
- Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | | | - Duncan Webster
- Division of Infectious Diseases, Faculty of Medicine, Dalhousie Medicine New Brunswick, Saint John, New Brunswick, Canada
| | - Samira Mubareka
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | | |
Collapse
|
4
|
Taylor LU, Ronconi RA, Spina HA, Jones MEB, Ogbunugafor CB, Ayala AJ. Limited Outbreak of Highly Pathogenic Influenza A(H5N1) in Herring Gull Colony, Canada, 2022. Emerg Infect Dis 2023; 29:2150-2154. [PMID: 37619593 PMCID: PMC10521612 DOI: 10.3201/eid2910.230536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/26/2023] Open
Abstract
In summer 2022, highly pathogenic influenza A(H5N1) virus reached the herring gull (Larus argentatus subspecies smithsonianus) breeding colony on Kent Island, New Brunswick, Canada. Real-time monitoring revealed a self-limiting outbreak with low mortality. Proactive seabird surveillance is crucial for monitoring such limited outbreaks, protecting seabirds, and tracing zoonotic transmission routes.
Collapse
|
5
|
Mine J, Tsunekuni R, Tanikawa T, Uchida Y, Dubovitskiy N, Derko A, Sobolev I, Shestopalov A, Sharshov K, Saito T. Genetics of Japanese H5N8 high pathogenicity avian influenza viruses isolated in winter 2020-2021 and their genetic relationship with avian influenza viruses in Siberia. Transbound Emerg Dis 2022; 69:e2195-e2213. [PMID: 35445801 DOI: 10.1111/tbed.14559] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 04/07/2022] [Accepted: 04/12/2022] [Indexed: 11/27/2022]
Abstract
In winter 2020-2021, Japan experienced multiple serious outbreaks of H5N8 high pathogenicity avian influenza (HPAI)-52 outbreaks at poultry farms and 58 cases in wild birds or the environment-that occurred simultaneously with outbreaks in Europe. Here, we examined how the H5N8 HPAI viruses (HPAIVs) emerged and spread through Japan and across the Eurasian continent. Phylogenetic and phylogeographic analyses were performed using full genetic sequences of the viruses that caused 52 outbreaks at poultry farms or were isolated from 11 infected wild birds. Genetically, the viruses showed five genotypes (E1, E2, E3, E5, E7) that have already been reported in Korea. The viruses showing the E3 genotype were found to have caused most of the HPAI outbreaks at poultry farms and were detected over the longest period of time. The internal genes of the viruses were genetically related to those of AIVs isolated through avian influenza surveillance activities in regions of Siberia including Buryatia, Yakutia, and Amur regions, suggesting that the Japanese viruses emerged via reassortment events with AIVs genetically related to Siberian AIVs. In addition, H5N2 and H5N8 HPAIVs were isolated from wild birds during surveillance activities conducted in the Novosibirsk region of Siberia in summer 2020. Phylogenetic analyses revealed that these viruses possessed hemagglutinin genes that were related to those of H5N8 HPAIVs that were circulating in Europe in winter 2020-2021. These results suggest that the viruses in wild birds during summer in Siberia most likely spread in both Asia and Europe the following winter. Together, the present results emphasize the importance of continual monitoring of AIVs in Siberia for forecasting outbreaks not only in Asia but also further away in Europe. This article is protected by copyright. All rights reserved.
Collapse
Affiliation(s)
- Junki Mine
- National Institute of Animal Health, National Agriculture and Food Research Organization, 3-1-5 Kannondai, Tsukuba, Ibaraki, 305-0856, Japan
| | - Ryota Tsunekuni
- National Institute of Animal Health, National Agriculture and Food Research Organization, 3-1-5 Kannondai, Tsukuba, Ibaraki, 305-0856, Japan
| | - Taichiro Tanikawa
- National Institute of Animal Health, National Agriculture and Food Research Organization, 3-1-5 Kannondai, Tsukuba, Ibaraki, 305-0856, Japan
| | - Yuko Uchida
- National Institute of Animal Health, National Agriculture and Food Research Organization, 3-1-5 Kannondai, Tsukuba, Ibaraki, 305-0856, Japan
| | - Nikita Dubovitskiy
- Federal Research Center of Fundamental and Translational Medicine, Novosibirsk, Russia
| | - Anastasiya Derko
- Federal Research Center of Fundamental and Translational Medicine, Novosibirsk, Russia
| | - Ivan Sobolev
- Federal Research Center of Fundamental and Translational Medicine, Novosibirsk, Russia
| | - Alexander Shestopalov
- Federal Research Center of Fundamental and Translational Medicine, Novosibirsk, Russia
| | - Kirill Sharshov
- Federal Research Center of Fundamental and Translational Medicine, Novosibirsk, Russia
| | - Takehiko Saito
- National Institute of Animal Health, National Agriculture and Food Research Organization, 3-1-5 Kannondai, Tsukuba, Ibaraki, 305-0856, Japan.,United Graduate School of Veterinary Sciences, Gifu University, 1-1, Yanagito, Gifu, 501-1112, Japan
| |
Collapse
|
6
|
Vergne T, Gubbins S, Guinat C, Bauzile B, Delpont M, Chakraborty D, Gruson H, Roche B, Andraud M, Paul M, Guérin JL. Inferring within-flock transmission dynamics of highly pathogenic avian influenza H5N8 virus in France, 2020. Transbound Emerg Dis 2021; 68:3151-3155. [PMID: 34170081 PMCID: PMC9291964 DOI: 10.1111/tbed.14202] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 06/11/2021] [Indexed: 11/28/2022]
Abstract
Following the emergence of highly pathogenic avian influenza (H5N8) in France in early December 2020, we used duck mortality data from the index farm to investigate within-flock transmission dynamics. A stochastic epidemic model was fitted to the daily mortality data and model parameters were estimated using an approximate Bayesian computation sequential Monte Carlo (ABC-SMC) algorithm. The model predicted that the first bird in the flock was infected 5 days (95% credible interval, CI: 3-6) prior to the day of suspicion and that the transmission rate was 4.1 new infections per day (95% CI: 2.8-5.8). On average, ducks became infectious 4.1 h (95% CI: 0.7-9.1) after infection and remained infectious for 4.3 days (95% CI: 2.8-5.7). The model also predicted that 34% (50% prediction interval: 8%-76%) of birds would already be infectious by the day of suspicion, emphasizing the substantial latent threat this virus could pose to other poultry farms and to neighbouring wild birds. This study illustrates how mechanistic models can help provide rapid relevant insights that contribute to the management of infectious disease outbreaks of farmed animals. These methods can be applied to future outbreaks and the resulting parameter estimates made available to veterinary services within a few hours.
Collapse
Affiliation(s)
| | | | - Claire Guinat
- Department of Biosystems Science and Engineering, ETH Zürich, Basel, Switzerland.,Swiss Institute of Bioinformatics (SIB), Lausanne, Switzerland
| | - Billy Bauzile
- IHAP, University of Toulouse, INRAE, ENVT, Toulouse, France
| | | | | | - Hugo Gruson
- MIVEGEC, Université de Montpellier, IRD, CNRS, Montpellier, France
| | - Benjamin Roche
- MIVEGEC, Université de Montpellier, IRD, CNRS, Montpellier, France.,IRD, Sorbonne Université, Bondy, France.,Departamento de Etología, Fauna Silvestre y Animales de Laboratorio, Facultad de Medicina Veterinaria y Zootecnia, Universidad Nacional Autónoma de México (UNAM), Ciudad de México, México
| | - Mathieu Andraud
- ANSES, Ploufragan-Plouzané-Niort Laboratory, Epidemiology, Health and Welfare Research Unit, Ploufragan, France
| | - Mathilde Paul
- IHAP, University of Toulouse, INRAE, ENVT, Toulouse, France
| | | |
Collapse
|
7
|
Phan HT, Pham VT, Ho TT, Pham NB, Chu HH, Vu TH, Abdelwhab EM, Scheibner D, Mettenleiter TC, Hanh TX, Meister A, Gresch U, Conrad U. Immunization with Plant-Derived Multimeric H5 Hemagglutinins Protect Chicken against Highly Pathogenic Avian Influenza Virus H5N1. Vaccines (Basel) 2020; 8:E593. [PMID: 33050224 PMCID: PMC7712794 DOI: 10.3390/vaccines8040593] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 10/02/2020] [Accepted: 10/05/2020] [Indexed: 12/26/2022] Open
Abstract
Since 2003, H5N1 highly pathogenic avian influenza viruses (HPAIV) have not only caused outbreaks in poultry but were also transmitted to humans with high mortality rates. Vaccination is an efficient and economical means of increasing immunity against infections to decrease the shedding of infectious agents in immunized animals and to reduce the probability of further infections. Subunit vaccines from plants are the focus of modern vaccine developments. In this study, plant-made hemagglutinin (H5) trimers were purified from transiently transformed N. benthamiana plants. All chickens immunized with purified H5 trimers were fully protected against the severe HPAIV H5N1 challenge. We further developed a proof-of-principle approach by using disulfide bonds, homoantiparallel peptides or homodimer proteins to combine H5 trimers leading to production of H5 oligomers. Mice vaccinated with crude leaf extracts containing H5 oligomers induced neutralizing antibodies better than those induced by crude leaf extracts containing trimers. As a major result, eleven out of twelve chickens (92%) immunized with adjuvanted H5 oligomer crude extracts were protected from lethal disease while nine out of twelve chickens (75%) vaccinated with adjuvanted H5 trimer crude extracts survived. The solid protective immune response achieved by immunization with crude extracts and the stability of the oligomers form the basis for the development of inexpensive protective veterinary vaccines.
Collapse
Affiliation(s)
- Hoang Trong Phan
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), D-06466 Seeland OT Gatersleben, Germany; (A.M.); (U.G.)
| | - Van Thi Pham
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam; (V.T.P.); (T.T.H.); (N.B.P.); (H.H.C.); (T.H.V.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), VAST, Hanoi 10000, Vietnam
| | - Thuong Thi Ho
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam; (V.T.P.); (T.T.H.); (N.B.P.); (H.H.C.); (T.H.V.)
| | - Ngoc Bich Pham
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam; (V.T.P.); (T.T.H.); (N.B.P.); (H.H.C.); (T.H.V.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), VAST, Hanoi 10000, Vietnam
| | - Ha Hoang Chu
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam; (V.T.P.); (T.T.H.); (N.B.P.); (H.H.C.); (T.H.V.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), VAST, Hanoi 10000, Vietnam
| | - Trang Huyen Vu
- Institute of Biotechnology (IBT), Vietnam Academy of Science and Technology (VAST), Hanoi 100000, Vietnam; (V.T.P.); (T.T.H.); (N.B.P.); (H.H.C.); (T.H.V.)
- Faculty of Biotechnology, Graduate University of Science and Technology (GUST), VAST, Hanoi 10000, Vietnam
| | - Elsayed M. Abdelwhab
- Institute of Molecular Virology and Cell Biology, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, D-17493 Greifswald-Insel Riems, Germany; (E.M.A.); (D.S.); (T.C.M.)
| | - David Scheibner
- Institute of Molecular Virology and Cell Biology, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, D-17493 Greifswald-Insel Riems, Germany; (E.M.A.); (D.S.); (T.C.M.)
| | - Thomas C. Mettenleiter
- Institute of Molecular Virology and Cell Biology, Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, D-17493 Greifswald-Insel Riems, Germany; (E.M.A.); (D.S.); (T.C.M.)
| | - Tran Xuan Hanh
- National Veterinary Joint Stock Company (NAVETCO), 29 Nguyen Dinh Chieu, Dist 1, Ho Chi Minh City 700000, Vietnam;
| | - Armin Meister
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), D-06466 Seeland OT Gatersleben, Germany; (A.M.); (U.G.)
| | - Ulrike Gresch
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), D-06466 Seeland OT Gatersleben, Germany; (A.M.); (U.G.)
| | - Udo Conrad
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), D-06466 Seeland OT Gatersleben, Germany; (A.M.); (U.G.)
| |
Collapse
|
8
|
Pushko P, Tretyakova I. Influenza Virus Like Particles (VLPs): Opportunities for H7N9 Vaccine Development. Viruses 2020; 12:v12050518. [PMID: 32397182 PMCID: PMC7291233 DOI: 10.3390/v12050518] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 04/21/2020] [Accepted: 04/27/2020] [Indexed: 01/21/2023] Open
Abstract
In the midst of the ongoing COVID-19 coronavirus pandemic, influenza virus remains a major threat to public health due to its potential to cause epidemics and pandemics with significant human mortality. Cases of H7N9 human infections emerged in eastern China in 2013 and immediately raised pandemic concerns as historically, pandemics were caused by the introduction of new subtypes into immunologically naïve human populations. Highly pathogenic H7N9 cases with severe disease were reported recently, indicating the continuing public health threat and the need for a prophylactic vaccine. Here we review the development of recombinant influenza virus-like particles (VLPs) as vaccines against H7N9 virus. Several approaches to vaccine development are reviewed including the expression of VLPs in mammalian, plant and insect cell expression systems. Although considerable progress has been achieved, including demonstration of safety and immunogenicity of H7N9 VLPs in the human clinical trials, the remaining challenges need to be addressed. These challenges include improvements to the manufacturing processes, as well as enhancements to immunogenicity in order to elicit protective immunity to multiple variants and subtypes of influenza virus.
Collapse
|
9
|
Priyanka Singh, Gupta E, Neha Mishra, Mishra P. Shikimic acid as intermediary model for the production of drugs effective against influenza virus. Phytochemicals as Lead Compounds for New Drug Discovery 2020. [DOI: 10.1016/b978-0-12-817890-4.00016-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
This chapter explains the application of shikimic acid as preventive medicine for the outbreak of swine or Avian flu due to H1N1 virus. Shikimic acid (3,4,5-trihydroxy-1-cyclohexene-1-carboxylic acid), a natural organic compound, is generally utilized as a starting material for industrial synthesis of the antiviral oseltamivir, a drug against the H1N1 influenza virus. It is also an important intermediate in the biosynthesis of lignin, aromatic amino acids (phenylalanine, tyrosine, and tryptophan), and most alkaloids of plants and microorganisms. Plant and microbial sources are the only sources of shikimic acid. Being a deadly viral disease, influenza causes the death of around half a million people each year. A neuraminidase present on the surface of the virus is the most important factor for viral reproduction by contributing to the release of viruses from infected host cells and hence the treatment of influenza can only be possible by neuraminidase inhibitors. The neuraminidase inhibitors oseltamivir or Tamiflu derived from shikimic acid pathway have been found to be potent influenza viral neuraminidase inhibitors against most influenza strains.
Collapse
|
10
|
Ssematimba A, Malladi S, Hagenaars TJ, Bonney PJ, Weaver JT, Patyk KA, Spackman E, Halvorson DA, Cardona CJ. Estimating within-flock transmission rate parameter for H5N2 highly pathogenic avian influenza virus in Minnesota turkey flocks during the 2015 epizootic. Epidemiol Infect 2019; 147:e179. [PMID: 31063119 PMCID: PMC6518789 DOI: 10.1017/s0950268819000633] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 02/13/2019] [Accepted: 03/11/2019] [Indexed: 11/29/2022] Open
Abstract
Better control of highly pathogenic avian influenza (HPAI) outbreaks requires deeper understanding of within-flock virus transmission dynamics. For such fatal diseases, daily mortality provides a proxy for disease incidence. We used the daily mortality data collected during the 2015 H5N2 HPAI outbreak in Minnesota turkey flocks to estimate the within-flock transmission rate parameter (β). The number of birds in Susceptible, Exposed, Infectious and Recovered compartments was inferred from the data and used in a generalised linear mixed model (GLMM) to estimate the parameters. Novel here was the correction of these data for normal mortality before use in the fitting process. We also used mortality threshold to determine HPAI-like mortality to improve the accuracy of estimates from the back-calculation approach. The estimated β was 3.2 (95% confidence interval (CI) 2.3-4.3) per day with a basic reproduction number of 12.8 (95% CI 9.2-17.2). Although flock-level estimates varied, the overall estimate was comparable to those from other studies. Sensitivity analyses demonstrated that the estimated β was highly sensitive to the bird-level latent period, emphasizing the need for its precise estimation. In all, for fatal poultry diseases, the back-calculation approach provides a computationally efficient means to obtain reasonable transmission parameter estimates from mortality data.
Collapse
Affiliation(s)
- A. Ssematimba
- Secure Food Systems Team, College of Veterinary Medicine, University of Minnesota, 1971 Commonwealth Avenue, Saint Paul, MN 55108, USA
- Department of Mathematics, Faculty of Science, Gulu University, P.O. Box 166, Gulu, Uganda
| | - S. Malladi
- Secure Food Systems Team, College of Veterinary Medicine, University of Minnesota, 1971 Commonwealth Avenue, Saint Paul, MN 55108, USA
| | - T. J. Hagenaars
- Department of Bacteriology and Epidemiology, Wageningen Bioveterinary Research, P.O. Box 65, 8200AB Lelystad, The Netherlands
| | - P. J. Bonney
- Secure Food Systems Team, College of Veterinary Medicine, University of Minnesota, 1971 Commonwealth Avenue, Saint Paul, MN 55108, USA
| | - J. T. Weaver
- United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Science, Technology, and Analysis Services, Center for Epidemiology and Animal Health, Natural Resources Research Center, Bldg. B MS-2W4, 2150 Centre Avenue, Fort Collins, CO 80526, USA
| | - K. A. Patyk
- United States Department of Agriculture, Animal and Plant Health Inspection Service, Veterinary Services, Science, Technology, and Analysis Services, Center for Epidemiology and Animal Health, Natural Resources Research Center, Bldg. B MS-2W4, 2150 Centre Avenue, Fort Collins, CO 80526, USA
| | - E. Spackman
- Exotic and Emerging Avian Viral Diseases Unit, US National Poultry Research Center, USDA-ARS, 934 College Station Rd. Athens, GA 30605, USA
| | - D. A. Halvorson
- Secure Food Systems Team, College of Veterinary Medicine, University of Minnesota, 1971 Commonwealth Avenue, Saint Paul, MN 55108, USA
| | - C. J. Cardona
- Secure Food Systems Team, College of Veterinary Medicine, University of Minnesota, 1971 Commonwealth Avenue, Saint Paul, MN 55108, USA
| |
Collapse
|
11
|
Phan HT, Gresch U, Conrad U. In vitro-Formulated Oligomers of Strep-Tagged Avian Influenza Haemagglutinin Produced in Plants Cause Neutralizing Immune Responses. Front Bioeng Biotechnol 2018; 6:115. [PMID: 30177967 PMCID: PMC6110258 DOI: 10.3389/fbioe.2018.00115] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 07/27/2018] [Indexed: 11/24/2022] Open
Abstract
The worldwide emergence of the novel influenza A H5N1 and H5N8 has notably and directly impacted the poultry industry, resulting in the need for effective and cheap vaccination strategies to protect poultry worldwide. Subunit vaccines from plants can be produced for a low cost, and plant production systems are easily scaled up at low infrastructure cost. However, subunit vaccines generally induce low immunogenicity against influenza. To address this issue, we present a new and innovative method to generate highly immunogenic H5 oligomers. The method is based on specific and high-affinity interaction between engineered streptavidin (Strep-Tactin® XT) and the Strep-tag II peptide. H5-Strep-tag II-tagged trimers were produced via transient agroinfection in tobacco leaves and purified, and oligomers were formulated in vitro by adding purified homotetrameric Strep-Tactin® XT. Immunogenicity was tested by performing mouse immunizations. Haemagglutinin oligomers produced in vitro by combining Strep-Tactin® XT and Strep-tag II-fused haemagglutinin trimers from plants raised potentially neutralizing antibodies in mice. Vaccines based on actual H5N1 haemagglutinin can be produced by combining strep-tagged haemagglutinin trimers from plants and Strep-Tactin® XT.
Collapse
Affiliation(s)
- Hoang Trong Phan
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Seeland, Germany
| | | | - Udo Conrad
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Seeland, Germany
| |
Collapse
|
12
|
Xu M, Cao C, Li Q, Jia P, Zhao J. Ecological Niche Modeling of Risk Factors for H7N9 Human Infection in China. Int J Environ Res Public Health 2016; 13:E600. [PMID: 27322296 PMCID: PMC4924057 DOI: 10.3390/ijerph13060600] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 06/07/2016] [Accepted: 06/07/2016] [Indexed: 01/27/2023]
Abstract
China was attacked by a serious influenza A (H7N9) virus in 2013. The first human infection case was confirmed in Shanghai City and soon spread across most of eastern China. Using the methods of Geographic Information Systems (GIS) and ecological niche modeling (ENM), this research quantitatively analyzed the relationships between the H7N9 occurrence and the main environmental factors, including meteorological variables, human population density, bird migratory routes, wetland distribution, and live poultry farms, markets, and processing factories. Based on these relationships the probability of the presence of H7N9 was predicted. Results indicated that the distribution of live poultry processing factories, farms, and human population density were the top three most important determinants of the H7N9 human infection. The relative contributions to the model of live poultry processing factories, farms and human population density were 39.9%, 17.7% and 17.7%, respectively, while the maximum temperature of the warmest month and mean relative humidity had nearly no contribution to the model. The paper has developed an ecological niche model (ENM) that predicts the spatial distribution of H7N9 cases in China using environmental variables. The area under the curve (AUC) values of the model were greater than 0.9 (0.992 for the training samples and 0.961 for the test data). The findings indicated that most of the high risk areas were distributed in the Yangtze River Delta. These findings have important significance for the Chinese government to enhance the environmental surveillance at multiple human poultry interfaces in the high risk area.
Collapse
Affiliation(s)
- Min Xu
- State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China.
| | - Chunxiang Cao
- State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China.
| | - Qun Li
- Public Health Emergency Center, Chinese Center for Disease Control and Prevention, Beijing 102206, China.
| | - Peng Jia
- Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede 7500, The Netherlands.
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, NY 14214, USA.
| | - Jian Zhao
- Public Health Emergency Center, Chinese Center for Disease Control and Prevention, Beijing 102206, China.
| |
Collapse
|
13
|
Storms AD, Kusriastuti R, Misriyah S, Praptiningsih CY, Amalya M, Lafond KE, Samaan G, Triada R, Iuliano AD, Ester M, Sidjabat R, Chittenden K, Vogel R, Widdowson MA, Mahoney F, Uyeki TM. The East Jakarta Project: surveillance for highly pathogenic avian influenza A(H5N1) and seasonal influenza viruses in patients seeking care for respiratory disease, Jakarta, Indonesia, October 2011-September 2012. Epidemiol Infect 2015; 143:3394-404. [PMID: 25912029 DOI: 10.1017/S0950268815000771] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Indonesia has reported the most human infections with highly pathogenic avian influenza (HPAI) A(H5N1) virus worldwide. We implemented enhanced surveillance in four outpatient clinics and six hospitals for HPAI H5N1 and seasonal influenza viruses in East Jakarta district to assess the public health impact of influenza in Indonesia. Epidemiological and clinical data were collected from outpatients with influenza-like illness (ILI) and hospitalized patients with severe acute respiratory infection (SARI); respiratory specimens were obtained for influenza testing by real-time reverse transcription-polymerase chain reaction. During October 2011-September 2012, 1131/3278 specimens from ILI cases (34·5%) and 276/1787 specimens from SARI cases (15·4%) tested positive for seasonal influenza viruses. The prevalence of influenza virus infections was highest during December-May and the proportion testing positive was 76% for ILI and 36% for SARI during their respective weeks of peak activity. No HPAI H5N1 virus infections were identified, including hundreds of ILI and SARI patients with recent poultry exposures, whereas seasonal influenza was an important contributor to acute respiratory disease in East Jakarta. Overall, 668 (47%) of influenza viruses were influenza B, 384 (27%) were A(H1N1)pdm09, and 359 (25%) were H3. While additional data over multiple years are needed, our findings suggest that seasonal influenza prevention efforts, including influenza vaccination, should target the months preceding the rainy season.
Collapse
|
14
|
Abstract
Objective This report presents a review of the efficacy and safety of peramivir, a neuraminidase inhibitor that was granted Emergency Use Authorization by the US Food and Drug Administration (FDA) from October 23, 2009 to June 23, 2010 during the 2009 H1N1 pandemic. Methods Literature was accessed via PubMed (January 2000–April 2014) using several search terms: peramivir; BCX-1812; RWJ 270201; H1N1, influenza; antivirals; and neuraminidase inhibitors. The peramivir manufacturers, Shionogi and Co Ltd and BioCryst Pharmaceuticals, were contacted to obtain unpublished data and information presented at recent scientific meetings. Information was obtained from the Centers for Disease Control and Prevention (CDC) and from US FDA websites. English-language and Japanese-language reports in the literature were reviewed and selected based on relevance, along with information from the CDC, US FDA, and the drug manufacturers. Results We obtained eleven clinical trial reports of intravenous peramivir, two of which described comparisons with oseltamivir. Seven of nine other recently reported published studies was a dose–response study. Clinical reports of critically ill patients and pediatric patients infected with pandemic H1N1 described that early treatment significantly decreased mortality. Peramivir administered at 300 mg once daily in adult patients with influenza significantly reduces the time to alleviation of symptoms or fever compared to placebo. It is likely to be as effective as other neuraminidase inhibitors. Conclusion Although peramivir shows efficacy for the treatment of seasonal and pH1N1 influenza, it has not received US FDA approval. Peramivir is used safely and efficiently in hospitalized adult and pediatric patients with suspected or laboratory-confirmed influenza. Peramivir might be a beneficial alternative antiviral treatment for many patients, including those unable to receive inhaled or oral neuraminidase inhibitors, or those requiring nonintravenous drug delivery.
Collapse
Affiliation(s)
- Atsuko Hata
- Department of Pediatrics, Division of Respiratory Medicine, Kitano Hospital, The Tazuke Kofukai Medical Research Institute, Osaka, Japan ; Department of Infectious Diseases, Division of Respiratory Medicine, Kitano Hospital, The Tazuke Kofukai Medical Research Institute, Osaka, Japan
| | - Ryoko Akashi-Ueda
- Department of Pediatrics, Division of Respiratory Medicine, Kitano Hospital, The Tazuke Kofukai Medical Research Institute, Osaka, Japan
| | - Kazufumi Takamatsu
- Respiratory Disease Center, Division of Respiratory Medicine, Kitano Hospital, The Tazuke Kofukai Medical Research Institute, Osaka, Japan
| | - Takuro Matsumura
- Department of Infectious Diseases, Division of Respiratory Medicine, Kitano Hospital, The Tazuke Kofukai Medical Research Institute, Osaka, Japan
| |
Collapse
|
15
|
Arnold ME, Slomka MJ, Coward VJ, Mahmood S, Raleigh PJ, Brown IH. Evaluation of the pooling of swabs for real-time PCR detection of low titre shedding of low pathogenicity avian influenza in turkeys. Epidemiol Infect 2013; 141:1286-97. [PMID: 22939242 PMCID: PMC9151896 DOI: 10.1017/s0950268812001811] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2012] [Revised: 06/15/2012] [Accepted: 07/25/2012] [Indexed: 11/07/2022] Open
Abstract
The purpose of this study was to determine whether pooling avian influenza (AI)-positive swabs with negative swabs has a detrimental effect on the sensitivity of AI real-time reverse transcription-polymerase chain reactions (rRT-PCRs). Cloacal and buccal swabs were sampled daily from 12 turkeys infected with A/goose/England/07(H2N2). For half the turkeys, each swab was mixed with four swabs from known AI-negative turkeys, and for the other half the swabs were tested individually. Bayesian modelling was used to (i) determine whether pooling the positive swabs compromised the cycle threshold (C(t)) value obtained from the rRT-PCRs, and (ii) estimate the likelihood of detection of an H2N2 infected turkey flock via rRT-PCR for pooled and individually tested swabs (cloacal and buccal) vs. the number of days post-infection of the flock. Results indicated that there was no significant effect of compromising AI rRT-PCR sensitivity by pooling a weak positive swab with negative swabs on the Ct values which were obtained. Pooled sampling was able to widen the detection window compared to individual sampling, for the same number of rRT-PCR tests. This indicates that pooled sampling would be an effective method of reducing the number of tests to be performed to determine flock status during an AI outbreak and for surveillance.
Collapse
Affiliation(s)
- M E Arnold
- Animal Health Veterinary Laboratories Agency (AHVLA) Weybridge, Addlestone, Surrey, UK.
| | | | | | | | | | | |
Collapse
|
16
|
Liu Y, Keller I, Heckel G. Breeding site fidelity and winter admixture in a long-distance migrant, the tufted duck (Aythya fuligula). Heredity (Edinb) 2012; 109:108-16. [PMID: 22549516 PMCID: PMC3400747 DOI: 10.1038/hdy.2012.19] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2011] [Revised: 02/03/2012] [Accepted: 02/23/2012] [Indexed: 01/18/2023] Open
Abstract
Long-distance migrants are, by definition, highly mobile but it is poorly understood if this leads to high rates of gene flow and an essentially panmictic global population structure. Genetic divergence in migratory species could be promoted, for example, by fidelity to distinct migratory pathways. In this study, we investigate the population genetic structure of tufted duck (Aythya fuligula), a long-distance migrant with a largely continuous breeding distribution across Eurasia. Distinct, longitudinally oriented flyways have been postulated based on geographically disjunct wintering areas and are supported by evidence from ringing data. We generated sequences of the mitochondrial control region and multi-locus microsatellite genotypes for several hundreds of samples from the European and Asian breeding and wintering grounds including some individuals infected with highly pathogenic avian influenza virus H5N1. Significant differentiation between breeding sites was observed for both marker types, but F(ST) values were approximately 10 times higher for maternally inherited mitochondrial DNA than for biparentally transmitted nuclear markers. The genetic differentiation between the postulated European and Asian flyways was similar to that observed within continents and, in general, genetic divergence was not associated with geographic distance. Neither marker type showed evidence of genetic substructure among aggregations on the European wintering grounds. Our results suggest some breeding site fidelity, especially in females, but extensive population admixture on the wintering grounds. Several scenarios may explain the observed lack of genetic divergence between Europe and Asia including non-equilibrium conditions following a recent range expansion or contemporary gene flow across the postulated migratory divides.
Collapse
Affiliation(s)
- Y Liu
- Computational and Molecular Population Genetics (CMPG), Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - I Keller
- Eawag, Department of Fish Ecology and Evolution, Kastanienbaum, Switzerland
| | - G Heckel
- Computational and Molecular Population Genetics (CMPG), Institute of Ecology and Evolution, University of Bern, Bern, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| |
Collapse
|
17
|
McAleer M, Huang BW, Kuo HI, Chen CC, Chang CL. An econometric analysis of SARS and Avian Flu on international tourist arrivals to Asia. Environ Model Softw 2010; 25:100-106. [PMID: 32362767 PMCID: PMC7185821 DOI: 10.1016/j.envsoft.2009.07.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2008] [Revised: 07/05/2009] [Accepted: 07/08/2009] [Indexed: 05/06/2023]
Abstract
This paper compares the impacts of SARS and human deaths arising from Avian Flu on international tourist arrivals to Asia. The effects of SARS and human deaths from Avian Flu are compared directly according to the number of human deaths. The nature of the short run and long run relationship is examined empirically by estimating a static line fixed effect model and a difference transformation dynamic model, respectively. Empirical results from the static fixed effect and difference transformation dynamic models are consistent, and indicate that both the short run and long run SARS effect have a more significant impact on international tourist arrivals than does Avian Flu. In addition, the effects of deaths arising from both SARS and Avian Flu suggest that SARS is more important to international tourist arrivals than is Avian Flu. Thus, while Avian Flu is here to stay, its effect is currently not as significant as that of SARS.
Collapse
Affiliation(s)
- Michael McAleer
- Econometric Institute, Erasmus School of Economics, Erasmus University Rotterdam, and Tinbergen Institute, The Netherlands, Japan
- Center for International Research on the Japanese Economy (CIRJE), Faculty of Economics, University of Tokyo, Japan
| | - Bing-Wen Huang
- Department of Senior Citizen Service Management, Chaoyang University of Technology, Taiwan
| | - Hsiao-I Kuo
- Department of Applied Economics, National Chung Hsing University, Taiwan
| | - Chi-Chung Chen
- Department of Senior Citizen Service Management, Chaoyang University of Technology, Taiwan
| | - Chia-Lin Chang
- Department of Senior Citizen Service Management, Chaoyang University of Technology, Taiwan
| |
Collapse
|
18
|
Abstract
This paper situates the ethnography of avian flu within the geo-political context of a new epidemiologic transition. Drawing on anthropological experience and insight, this paper examines areas of enquiry in which an ethnographic approach could contribute to a better implementation of prevention and control measures. Within the context of newly emerging diseases and accelerated globalization, the task of ethnography needs to extend far beyond the local. This paper reveals two major global issues that the ethnography of epidemiologic transition must take into consideration: (1) Global agro-industrial capitalism, and (2) global politics in the context of international health organizations and multi-national drug companies. The case of Thailand poses a question of how the strength of ethnographic practice could be deployed to account for the reality of the global-local interface of the new epidemiologic transition.
Collapse
|
19
|
Abstract
Essayist Susan Sontag alerted us more than 20 years ago to the way in which clusters of metaphors attach themselves to our discussion of certain diseases, and the influence these metaphors exert on public attitudes to the diseases themselves and to those who experience them. This study of feature articles on five diseases-avian flu, cancer, diabetes, heart disease, and HIV/AIDS-published recently in the New York Times reveals distinct patterns of metaphor usage around each. While the metaphors used in relation to the diseases Sontag studied-cancer and HIV/AIDS-have become less emotive and more positively informative, the sensationalist connotations of the metaphor clusters that have formed around two diseases that were not on the agenda for wide public debate in her time-avian flu and diabetes-are hardly congruent with the serious intent of the articles in which they appeared. By contrast, discussion of heart disease involved very limited use of metaphor. The article ends with a call for journalists and medical professionals to become more aware of the impact of the metaphors they use and to collaborate in developing sets of metaphors that are factually informative and enhance communication between doctors and their patients.
Collapse
Affiliation(s)
- M Hanne
- Programme in Comparative Literature, University of Auckland, Auckland, New Zealand
| | | |
Collapse
|
20
|
Sencer DJ. Bird Flu: A Virus of Our Own Hatching. Emerg Infect Dis 2007. [PMCID: PMC3375804 DOI: 10.3201/eid1311..070787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
|
21
|
Abstract
Severe acute respiratory syndrome (SARS) is a highly infectious disease caused by a coronavirus. Screening to detect a potential SARS infected person plays an important role in preventing the spread of SARS. The use of infrared thermal imaging cameras has been proposed as a noninvasive, speedy, cost effective and fairly accurate means for mass blind screening of potential SARS infected persons. Infrared thermography provides a digital image showing temperature patterns. This has been previously utilized in the detection of inflammation and nerve dysfunctions. It is believed that IR cameras can potentially be used to detect subjects with fever, the cardinal symptom of SARS, and avian influenza. The accuracy of the infrared system can, however, be affected by human, environmental, and equipment variables. It is also limited by the fact that the thermal imager measures the skin temperature and not the core body temperature. As known, the body determines a temperature as its so-called "set point" at any one time during the body temperature regulation. Fever happens if the hypothalamus detects pyrogens and then raises the set point. The time course of a typical fever can be divided into three stages. When the fever initiates, the body attempts to raise its temperature but vasoconstriction occurs to prevent heat loss through the skin. With this reason, some individuals at this stage of fever (at the rising slope and immediately after fever begins or falling slope after the fever breaks) will not be detected by the scanner if it is not designed to detect subject at the plateau of the fever (with her/his high core temperature) in particular. This paper aims to study the effectiveness of infrared systems for its application in mass blind screening to detect subjects with elevated body temperature. For this application, it is critical for thermal imagers to be able to identify febrile from normal subjects accurately. Minimizing the number of false positive and false negative cases, improves the efficiency of the screening stations. False negative results should be avoided at all costs, as letting a SARS infected person through the screening process may result in potentially catastrophic results. Various statistical methods such as linear regression, Receiver Operating Characteristics analysis, and neural networks based classification were used to analyze the temperature data collected from various sites on the face on both the frontal and side profiles. Two important conclusions were drawn from the analysis: the best region on the face to obtain temperature readings and the optimal preset threshold temperature for the thermal imager. To conclude, the current research application will remain an interest and useful for reference by both local and overseas manufacturers of thermal scanners, users, and various government and private establishments. As elevation of body temperature is a common presenting symptom for many illnesses including infectious diseases, thermal imagers are useful tools for mass screening of body temperature not only for SARS but also during other public health crisis where widespread transmission of infection is a concern.
Collapse
Affiliation(s)
- Eddie Y K Ng
- School of Mechanical and Production Engineering, College of Engineering, Nanyang Technical University, Singapore 639798, Singapore.
| |
Collapse
|