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Calderón LCL, Cabanne GS, Marcos A, Novo SG, Torres C, Perez AM, Pybus OG, König GA. Phylodynamic analysis of foot-and-mouth disease virus evolution in Mar Chiquita, Argentina. Arch Virol 2024; 169:101. [PMID: 38630189 DOI: 10.1007/s00705-024-06028-0] [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: 09/25/2023] [Accepted: 02/16/2024] [Indexed: 04/19/2024]
Abstract
Foot-and-mouth disease is a highly contagious disease affecting cloven-hoofed animals, resulting in considerable economic losses. Its causal agent is foot-and-mouth disease virus (FMDV), a picornavirus. Due to its error-prone replication and rapid evolution, the transmission and evolutionary dynamics of FMDV can be studied using genomic epidemiological approaches. To analyze FMDV evolution and identify possible transmission routes in an Argentinean region, field samples that tested positive for FMDV by PCR were obtained from 21 farms located in the Mar Chiquita district. Whole FMDV genome sequences were obtained by PCR amplification in seven fragments and sequencing using the Sanger technique. The genome sequences obtained from these samples were then analyzed using phylogenetic, phylogeographic, and evolutionary approaches. Three local transmission clusters were detected among the sampled viruses. The dataset was analyzed using Bayesian phylodynamic methods with appropriate coalescent and relaxed molecular clock models. The estimated mean viral evolutionary rate was 1.17 × 10- 2 substitutions/site/year. No significant differences in the rate of viral evolution were observed between farms with vaccinated animals and those with unvaccinated animals. The most recent common ancestor of the sampled sequences was dated to approximately one month before the first reported case in the outbreak. Virus transmission started in the south of the district and later dispersed to the west, and finally arrived in the east. Different transmission routes among the studied herds, such as non-replicating vectors and close contact contagion (i.e., aerosols), may be responsible for viral spread.
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Affiliation(s)
| | - Gustavo S Cabanne
- Museo Argentino de Ciencias Naturales "Bernardino Rivadavia"-CONICET, Buenos Aires, Argentina
| | - Andrea Marcos
- Coordinación general de Epidemiología y Análisis de Riesgo, SENASA, Buenos Aires, Argentina
| | - Sabrina Galdo Novo
- DGLYCT - Dirección de Laboratorio Animal, SENASA, Buenos Aires, Argentina
| | - Carolina Torres
- Instituto de Investigaciones en Bacteriología y Virología Molecular FFyB, UBA, Buenos Aires, Argentina
| | - Andrés M Perez
- Department of Veterinary Population Medicine, UMN, St Paul, USA
| | - Oliver G Pybus
- Department of Biology, University of Oxford, Oxford, UK
- Department of Pathobiology and Population Sciences, The Royal Veterinary College, London, United Kingdom
| | - Guido A König
- Instituto de Agrobiotecnología y Biología Molecular, INTA-CONICET, Buenos Aires, Argentina.
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Ivanov G, Klement E, Gelman B, Elnekave E, Karniely S. Foot and mouth disease viruses are recurrently introduced to Israel and spread by extensively reared sheep and cattle: Insights from a whole-genome sequence analysis. Virology 2024; 590:109950. [PMID: 38104361 DOI: 10.1016/j.virol.2023.109950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 11/14/2023] [Accepted: 11/21/2023] [Indexed: 12/19/2023]
Abstract
Despite routine vaccination, Israel experiences recurrent outbreaks of foot and mouth disease (FMD). We analyzed VP1 coding sequences of viruses isolated during FMD outbreaks from 2001 to 2011 in Israel and neighboring nations. The Israeli strains were aligned with strains from neighboring countries in corresponding years, implying repeated FMD virus incursions. In 2007 a large FMD epidemic, caused by a serotype O virus, occurred in Israel. Bayesian analysis of whole-genome sequences of viruses isolated during this epidemic revealed predominant transmission among extensively farmed beef-cattle and small ruminants. Small ruminants were key in spreading to beef-cattle, which then transmitted the virus to feedlot-cattle. Wild gazelles had a minor role in transmission. The results may suggest probable transmission of FMD virus from the Palestinian Authority to Israel. Targeting extensive farms via enhanced surveillance and vaccination could improve FMDV control. Given cross-border transmission, a collaborative FMD mitigation strategy across the Middle-East is crucial.
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Affiliation(s)
- Greta Ivanov
- Koret School of Veterinary Medicine, Hebrew University of Jerusalem, Rehovot, 76100, Israel
| | - Eyal Klement
- Koret School of Veterinary Medicine, Hebrew University of Jerusalem, Rehovot, 76100, Israel.
| | - Boris Gelman
- Department of Virology, Kimron Veterinary Institute, Bet Dagan, 50250, Israel
| | - Ehud Elnekave
- Koret School of Veterinary Medicine, Hebrew University of Jerusalem, Rehovot, 76100, Israel
| | - Sharon Karniely
- Department of Virology, Kimron Veterinary Institute, Bet Dagan, 50250, Israel.
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Abd-Ellatieff HA, Hegazy AA, AbouRawash ARA, Tohamy HG, Al-Shehri M, Bazh EK, Hassan H, Essa BH. Pathological and genetic characterization of foot and mouth disease viruses collected from cattle and water buffalo in Egypt. PLoS One 2023; 18:e0291970. [PMID: 37819946 PMCID: PMC10566709 DOI: 10.1371/journal.pone.0291970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 09/08/2023] [Indexed: 10/13/2023] Open
Abstract
Foot-and-mouth disease (FMD), a highly contagious viral disease caused by FMD virus (FMDV) that threatens Egypt's livestock industry. FMDV causes severe economic losses in the livestock, with restriction of international trade from endemic regions. Surveillance for FMDV serotypes circulating in Egypt is urgently needed to assess the epidemiological situation in the country. FMD outbreaks reported in Egypt in between December 2016 and January-March 2017. A cross-sectional study was conducted to identify the FMDV serotypes responsible for the outbreaks and to collect information on the virus's morphopathological effects. Postmortem tissue and clinical samples (oral swabs, vesicular fluids from ruptured vesicles, and blood) were collected from recently deceased and infected animals. Pathological examination revealed classical FMD lesions as vesicular and erosive lesions on epithelial tissues with non-suppurative lymphoplasmacytic myocarditis. Phylogenetic and sequencing analyses demonstrated that FMDV serotype O, EA-3 topotype, VP1 is the prevalent serotype responsible for the pathological alterations and the high mortality in young calves, adult cattle, and water buffalo. The outcomes indicate continuous mutations in the circulating FMDV, which result in the occasional failure of vaccination. Based on these findings, extensive continuous monitoring and serotyping of the existing circulating FMDV isolates and regular vaccination with reevaluation of the currently used vaccine in Egypt are recommended to prevent the recurrence of such outbreaks.
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Affiliation(s)
- Hoda A. Abd-Ellatieff
- Department of Pathology, Faculty of Veterinary Medicine, Damanhour University, Abadiyyat Damanhur, El-Beheira, Egypt
| | - Asmaa A. Hegazy
- Department of Pathology, Faculty of Veterinary Medicine, Damanhour University, Abadiyyat Damanhur, El-Beheira, Egypt
| | - Abdel-Rahman A. AbouRawash
- Department of Pathology, Faculty of Veterinary Medicine, Damanhour University, Abadiyyat Damanhur, El-Beheira, Egypt
| | - Hossam G. Tohamy
- Department of Pathology, Faculty of Veterinary Medicine, Alexandria University, Alexandria, Egypt
| | - Mohammed Al-Shehri
- Department of Biology, Faculty of Science, King Khalid University, Abha, Saudi Arabia
| | - Eman K. Bazh
- Department of Parasitology, Faculty of Veterinary Medicine, Menoufia University, Shebin Al-Kom, Egypt
| | - Hesham Hassan
- Department of Pathology, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Bothaina H. Essa
- Department of Animal Husbandry and Animal Wealth Development, Faculty of Veterinary Medicine, Damanhour University, Abadiyyat Damanhur, El-Beheira, Egypt
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Johnson PCD, Hägglund S, Näslund K, Meyer G, Taylor G, Orton RJ, Zohari S, Haydon DT, Valarcher JF. Evaluating the potential of whole-genome sequencing for tracing transmission routes in experimental infections and natural outbreaks of bovine respiratory syncytial virus. Vet Res 2022; 53:107. [PMID: 36510312 PMCID: PMC9746130 DOI: 10.1186/s13567-022-01127-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 09/09/2022] [Indexed: 12/14/2022] Open
Abstract
Bovine respiratory syncytial virus (BRSV) is a major cause of respiratory disease in cattle. Genomic sequencing can resolve phylogenetic relationships between virus populations, which can be used to infer transmission routes and potentially inform the design of biosecurity measures. Sequencing of short (<2000 nt) segments of the 15 000-nt BRSV genome has revealed geographic and temporal clustering of BRSV populations, but insufficient variation to distinguish viruses collected from herds infected close together in space and time. This study investigated the potential for whole-genome sequencing to reveal sufficient genomic variation for inferring transmission routes between herds. Next-generation sequencing (NGS) data were generated from experimental infections and from natural outbreaks in Jämtland and Uppsala counties in Sweden. Sufficient depth of coverage for analysis of consensus and sub-consensus sequence diversity was obtained from 47 to 20 samples respectively. Few (range: 0-6 polymorphisms across the six experiments) consensus-level polymorphisms were observed along experimental transmissions. A much higher level of diversity (146 polymorphic sites) was found among the consensus sequences from the outbreak samples. The majority (144/146) of polymorphisms were between rather than within counties, suggesting that consensus whole-genome sequences show insufficient spatial resolution for inferring direct transmission routes, but might allow identification of outbreak sources at the regional scale. By contrast, within-sample diversity was generally higher in the experimental than the outbreak samples. Analyses to infer known (experimental) and suspected (outbreak) transmission links from within-sample diversity data were uninformative. In conclusion, analysis of the whole-genome sequence of BRSV from experimental samples discriminated between circulating isolates from distant areas, but insufficient diversity was observed between closely related isolates to aid local transmission route inference.
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Affiliation(s)
- Paul C D Johnson
- School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, UK.
| | - Sara Hägglund
- HPIG. Unit of Ruminant Medicine. Department of Clinical Sciences, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden
| | - Katarina Näslund
- Department of Microbiology, National Veterinary Institute, SVA, Uppsala, Sweden
| | - Gilles Meyer
- IHAP, Université de Toulouse, INRAE, ENVT, Toulouse, France
| | | | - Richard J Orton
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Siamak Zohari
- Department of Microbiology, National Veterinary Institute, SVA, Uppsala, Sweden
| | - Daniel T Haydon
- School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, UK
| | - Jean François Valarcher
- HPIG. Unit of Ruminant Medicine. Department of Clinical Sciences, Swedish University of Agricultural Sciences (SLU), Uppsala, Sweden
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Establishing an In Vitro System to Assess How Specific Antibodies Drive the Evolution of Foot-and-Mouth Disease Virus. Viruses 2022; 14:v14081820. [PMID: 36016442 PMCID: PMC9412381 DOI: 10.3390/v14081820] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 08/16/2022] [Accepted: 08/17/2022] [Indexed: 11/16/2022] Open
Abstract
Viruses can evolve to respond to immune pressures conferred by specific antibodies generated after vaccination and/or infection. In this study, an in vitro system was developed to investigate the impact of serum-neutralising antibodies upon the evolution of a foot-and-mouth disease virus (FMDV) isolate. The presence of sub-neutralising dilutions of specific antisera delayed the onset of virus-induced cytopathic effect (CPE) by up to 44 h compared to the untreated control cultures. Continued virus passage with sub-neutralising dilutions of these sera resulted in a decrease in time to complete CPE, suggesting that FMDV in these cultures adapted to escape immune pressure. These phenotypic changes were associated with three separate consensus-level non-synonymous mutations that accrued in the viral RNA-encoding amino acids at positions VP266, VP280 and VP1155, corresponding to known epitope sites. High-throughput sequencing also identified further nucleotide substitutions within the regions encoding the leader (Lpro), VP4, VP2 and VP3 proteins. While association of the later mutations with the adaptation to immune pressure must be further verified, these results highlight the multiple routes by which FMDV populations can escape neutralising antibodies and support the application of a simple in vitro approach to assess the impact of the humoral immune system on the evolution of FMDV and potentially other viruses.
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Hassan AM, Zaher MR, Hassanien RT, Abd-El-Moniem MI, Habashi AR, Ibraheem EM, Shahein MA, El Zowalaty ME, Hagag NM. Molecular detection, phylogenetic analysis and genetic diversity of recently isolated foot-and-mouth disease virus serotype A African topotype, Genotype IV. Virol J 2022; 19:1. [PMID: 34980196 PMCID: PMC8722054 DOI: 10.1186/s12985-021-01693-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Accepted: 11/04/2021] [Indexed: 01/06/2023] Open
Abstract
Background Surveillance for circulating emerging diseases of economic importance has a major role in the rapid response to major pathogen outbreaks. Foot-and-mouth disease virus (FMDV) is one of the significant endemic viruses in Egypt. FMDV is periodically investigated for monitoring evolution and emergence of new variants. The genetic characterization of foot-and-mouth disease (FMD) virus serotype A responsible for recent outbreaks of FMD in Egypt was determined. Methods Samples were collected from different locations and virus isolation was performed using BHK-21 cells. Viral RNA was extracted and samples were screened for FMDV using real-time RT-PCR. DNA sequence analysis was performed and computational and bioinformatics analyses were used to determine the substitution rates and phylogenetic relationship. Results Sequence and phylogenetic analyses of full-length 1D region of FMDV samples collected from different governorates in 2020 showed close similarity to Egyptian FMDV strains from serotype A-African topotype-G-IV with genetic variation of 6.5%. Recently isolated FMDV strains showed high genetic variations from locally used vaccine strains in the major antigenic sites of VP1 region. Conclusions Although, efforts made by the veterinary authorities to implement an effective mass vaccination plan, the recently detected FMDV strains in this study could not be subtyped using the FMDV primers routinely used for molecular serotyping. These dissimilarities raise the alarm for reconsideration of the FMDV isolates used in vaccine manufacture. Clearly close monitoring of FMD in Egypt is urgently required to define the risks of future outbreaks and to ensure appropriate control measures against FMD major outbreaks. Supplementary Information The online version contains supplementary material available at 10.1186/s12985-021-01693-y.
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Affiliation(s)
- Ayah M Hassan
- Genome Research Unit, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt
| | - Mostafa R Zaher
- Genome Research Unit, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt
| | - Rabab T Hassanien
- Virology Research Department, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt
| | - Mervat I Abd-El-Moniem
- Virology Research Department, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt
| | - Ahmed R Habashi
- Virology Research Department, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt
| | - Essam M Ibraheem
- Pathology Research Department, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt
| | - Momtaz A Shahein
- Virology Research Department, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt
| | - Mohamed E El Zowalaty
- Zoonosis Science Center, Department of Medical Biochemistry and Microbiology, Uppsala University, SE-75 123, Uppsala, Sweden.
| | - Naglaa M Hagag
- Genome Research Unit, Animal Health Research Institute, Agriculture Research Center (ARC), Dokki, Giza, 12618, Egypt.
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Polymerase Fidelity Contributes to Foot-and-Mouth Disease Virus Pathogenicity and Transmissibility In Vivo. J Virol 2020; 95:JVI.01569-20. [PMID: 33028719 DOI: 10.1128/jvi.01569-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 10/02/2020] [Indexed: 02/07/2023] Open
Abstract
The low fidelity of foot-and-mouth disease virus (FMDV) RNA-dependent RNA polymerase allows FMDV to exhibit high genetic diversity. Previously, we showed that the genetic diversity of FMDV plays an important role in virulence in suckling mice. Here, we mutated the amino acid residue Phe257, located in the finger domain of FMDV polymerase and conserved across FMDV serotypes, to a cysteine (F257C) to study the relationship between viral genetic diversity, virulence, and transmissibility in natural hosts. The single amino acid substitution in FMDV polymerase resulted in a high-fidelity virus variant, rF257C, with growth kinetics indistinguishable from those of wild-type (WT) virus in cell culture, but it displayed smaller plaques and impaired fitness in direct competition assays. Furthermore, we found that rF257C was attenuated in vivo in both suckling mice and pigs (one of its natural hosts). Importantly, contact exposure experiments showed that the rF257C virus exhibited reduced transmissibility compared to that of wild-type FMDV in the porcine model. This study provides evidence that FMDV genetic diversity is important for viral virulence and transmissibility in susceptible animals. Given that type O FMDV exhibits the highest genetic diversity among all seven serotypes of FMDV, we propose that the lower polymerase fidelity of the type O FMDV could contribute to its dominance worldwide.IMPORTANCE Among the seven serotypes of FMDV, serotype O FMDV have the broadest distribution worldwide, which could be due to their high virulence and transmissibility induced by high genetic diversity. In this paper, we generated a single amino acid substitution FMDV variant with a high-fidelity polymerase associated with viral fitness, virulence, and transmissibility in a natural host. The results highlight that maintenance of viral population diversity is essential for interhost viral spread. This study provides evidence that higher genetic diversity of type O FMDV could increase both virulence and transmissibility, thus leading to their dominance in the global epidemic.
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King DJ, Freimanis G, Lasecka-Dykes L, Asfor A, Ribeca P, Waters R, King DP, Laing E. A Systematic Evaluation of High-Throughput Sequencing Approaches to Identify Low-Frequency Single Nucleotide Variants in Viral Populations. Viruses 2020; 12:E1187. [PMID: 33092085 PMCID: PMC7594041 DOI: 10.3390/v12101187] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/01/2020] [Accepted: 10/12/2020] [Indexed: 12/28/2022] Open
Abstract
High-throughput sequencing such as those provided by Illumina are an efficient way to understand sequence variation within viral populations. However, challenges exist in distinguishing process-introduced error from biological variance, which significantly impacts our ability to identify sub-consensus single-nucleotide variants (SNVs). Here we have taken a systematic approach to evaluate laboratory and bioinformatic pipelines to accurately identify low-frequency SNVs in viral populations. Artificial DNA and RNA "populations" were created by introducing known SNVs at predetermined frequencies into template nucleic acid before being sequenced on an Illumina MiSeq platform. These were used to assess the effects of abundance and starting input material type, technical replicates, read length and quality, short-read aligner, and percentage frequency thresholds on the ability to accurately call variants. Analyses revealed that the abundance and type of input nucleic acid had the greatest impact on the accuracy of SNV calling as measured by a micro-averaged Matthews correlation coefficient score, with DNA and high RNA inputs (107 copies) allowing for variants to be called at a 0.2% frequency. Reduced input RNA (105 copies) required more technical replicates to maintain accuracy, while low RNA inputs (103 copies) suffered from consensus-level errors. Base errors identified at specific motifs identified in all technical replicates were also identified which can be excluded to further increase SNV calling accuracy. These findings indicate that samples with low RNA inputs should be excluded for SNV calling and reinforce the importance of optimising the technical and bioinformatics steps in pipelines that are used to accurately identify sequence variants.
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Affiliation(s)
- David J. King
- The Pirbright Institute, Woking, Surrey GU24 0NF, UK; (D.J.K.); (G.F.); (L.L.-D.); (A.A.); (R.W.); (D.P.K.)
- Department of Microbial and Cellular Sciences, Faculty of Health and Medical Sciences, School of Biosciences and Medicine, University of Surrey, Guildford GU2 7XH, UK
| | - Graham Freimanis
- The Pirbright Institute, Woking, Surrey GU24 0NF, UK; (D.J.K.); (G.F.); (L.L.-D.); (A.A.); (R.W.); (D.P.K.)
| | - Lidia Lasecka-Dykes
- The Pirbright Institute, Woking, Surrey GU24 0NF, UK; (D.J.K.); (G.F.); (L.L.-D.); (A.A.); (R.W.); (D.P.K.)
| | - Amin Asfor
- The Pirbright Institute, Woking, Surrey GU24 0NF, UK; (D.J.K.); (G.F.); (L.L.-D.); (A.A.); (R.W.); (D.P.K.)
- Department of Pathology and Infectious Diseases, Faculty of Health and Medical sciences, School of Veterinary Medicine, University of Surrey, Guilford GU2 7XH, UK
| | - Paolo Ribeca
- Biomathematics and Statistics Scotland, Edinburgh, Midlothian EH9 3FD, UK;
| | - Ryan Waters
- The Pirbright Institute, Woking, Surrey GU24 0NF, UK; (D.J.K.); (G.F.); (L.L.-D.); (A.A.); (R.W.); (D.P.K.)
| | - Donald P. King
- The Pirbright Institute, Woking, Surrey GU24 0NF, UK; (D.J.K.); (G.F.); (L.L.-D.); (A.A.); (R.W.); (D.P.K.)
| | - Emma Laing
- Department of Microbial and Cellular Sciences, Faculty of Health and Medical Sciences, School of Biosciences and Medicine, University of Surrey, Guildford GU2 7XH, UK
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Malik S, Sinclair A, Ryan A, Le Gresley A. Synthesis and Initial Evaluation of a Novel Fluorophore for Selective FMDV 3C Protease Detection. Molecules 2020; 25:E3599. [PMID: 32784761 PMCID: PMC7465021 DOI: 10.3390/molecules25163599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 07/28/2020] [Accepted: 08/04/2020] [Indexed: 11/16/2022] Open
Abstract
The development and evaluation of a Boc-AL(Boc)Q(Trt)-AMC fluorophore to detect 3C Protease, produced by Foot and Mouth Disease Virus (FMDV) is reported, with a view to a potential use as a rapid screen for FMDV infected livestock The peptide-linked conjugate fluorophore is evaluated in vitro for sensitivity, specificity, stability and rapidity and shows statistically significant increases in fluorescence when exposed to physiologically relevant concentrations of 3C Protease and selectivity when compared with other common proteases likely to be located, typically in the absence of FMDV. The stability of deprotected Boc-AL(Boc)Q(Trt)-AMC is reported as a limitation of this probe.
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Affiliation(s)
| | | | | | - Adam Le Gresley
- Chemical and Pharmaceutical Sciences, SEC Faculty, Kingston University, Kingston-upon-Thames, London KT1 2EE, UK; (S.M.); (A.S.); (A.R.)
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Di Paola N, Sanchez-Lockhart M, Zeng X, Kuhn JH, Palacios G. Viral genomics in Ebola virus research. Nat Rev Microbiol 2020; 18:365-378. [PMID: 32367066 PMCID: PMC7223634 DOI: 10.1038/s41579-020-0354-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/09/2020] [Indexed: 12/20/2022]
Abstract
Filoviruses such as Ebola virus continue to pose a substantial health risk to humans. Advances in the sequencing and functional characterization of both pathogen and host genomes have provided a wealth of knowledge to clinicians, epidemiologists and public health responders during outbreaks of high-consequence viral disease. Here, we describe how genomics has been historically used to investigate Ebola virus disease outbreaks and how new technologies allow for rapid, large-scale data generation at the point of care. We highlight how genomics extends beyond consensus-level sequencing of the virus to include intra-host viral transcriptomics and the characterization of host responses in acute and persistently infected patients. Similar genomics techniques can also be applied to the characterization of non-human primate animal models and to known natural reservoirs of filoviruses, and metagenomic sequencing can be the key to the discovery of novel filoviruses. Finally, we outline the importance of reverse genetics systems that can swiftly characterize filoviruses as soon as their genome sequences are available.
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Affiliation(s)
- Nicholas Di Paola
- United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD, USA
| | - Mariano Sanchez-Lockhart
- United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD, USA
| | - Xiankun Zeng
- United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD, USA
| | - Jens H Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Frederick, MD, USA
| | - Gustavo Palacios
- United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, Frederick, MD, USA.
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Belsham GJ. Towards improvements in foot-and-mouth disease vaccine performance. Acta Vet Scand 2020; 62:20. [PMID: 32434544 PMCID: PMC7240906 DOI: 10.1186/s13028-020-00519-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 05/13/2020] [Indexed: 01/20/2023] Open
Abstract
Foot-and-mouth disease (FMD) remains one of the most economically important infectious diseases of production animals. Six (out of 7 that have been identified) different serotypes of the FMD virus continue to circulate in different parts of the world. Within each serotype there is also extensive diversity as the virus constantly changes. Vaccines need to be “matched” to the outbreak strain, not just to the serotype, to confer protection. Vaccination has been used successfully to assist in the eradication of the disease from Europe but is no longer employed there unless outbreaks occur. Thus the animal population in Europe, as in North America, is fully susceptible to the virus if it is accidentally (or deliberately) introduced. Almost 3 billion doses of the vaccine are made each year to control the disease elsewhere. Current vaccines are produced from chemically inactivated virus that has to be grown, on a large scale, under high containment conditions. The vaccine efficiently prevents disease but the duration of immunity is rather limited (about 6 months) and vaccination does not provide sterile immunity or block the development of carriers. Furthermore, the vaccine is quite unstable and a cold chain needs to be maintained to preserve the efficacy of the vaccine. This can be a challenge in the parts of the world where the disease is endemic. There is a significant interest in developing improved vaccines and significant progress in this direction has been made using a variety of approaches. However, no alternative vaccines are yet available commercially. Improved disease control globally is clearly beneficial to all countries as it reduces the risk of virus incursions into disease free areas.
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Belsham GJ, Kristensen T, Jackson T. Foot-and-mouth disease virus: Prospects for using knowledge of virus biology to improve control of this continuing global threat. Virus Res 2020; 281:197909. [PMID: 32126297 DOI: 10.1016/j.virusres.2020.197909] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 02/28/2020] [Accepted: 02/28/2020] [Indexed: 02/06/2023]
Abstract
Understanding of the biology of foot-and-mouth disease virus (FMDV) has grown considerably since the nucleotide sequence of the viral RNA was determined. The ability to manipulate the intact genome and also to express specific parts of the genome individually has enabled detailed analyses of viral components, both RNA and protein. Such studies have identified the requirements for specific functional elements for virus replication and pathogenicity. Furthermore, information about the functions of individual virus proteins has enabled the rational design of cDNA cassettes to express non-infectious empty capsid particles that can induce protective immunity in the natural host animals and thus represent new vaccine candidates. Similarly, attempts to block specific virus activities using antiviral agents have also been performed. However, currently, only the well-established, chemically inactivated FMDV vaccines are commercially available and suitable for use to combat this important disease of livestock animals. These vaccines, despite certain shortcomings, have been used very successfully (e.g. in Europe) to control the disease but it still remains endemic in much of Africa, southern Asia and the Middle East. Hence there remains a significant risk of reintroduction of the disease into highly susceptible animal populations with enormous economic consequences.
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Affiliation(s)
- Graham J Belsham
- University of Copenhagen, Department of Veterinary and Animal Sciences, Grønnegårdsvej 15, 1870, Frederiksberg C, Denmark.
| | - Thea Kristensen
- University of Copenhagen, Department of Veterinary and Animal Sciences, Grønnegårdsvej 15, 1870, Frederiksberg C, Denmark
| | - Terry Jackson
- The Pirbright Institute, Pirbright, Woking, Surrey, GU24 0NF. UK
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13
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Ferretti L, Pérez-Martín E, Zhang F, Maree F, de Klerk-Lorist LM, van Schalkwykc L, Juleff ND, Charleston B, Ribeca P. Pervasive within-host recombination and epistasis as major determinants of the molecular evolution of the foot-and-mouth disease virus capsid. PLoS Pathog 2020; 16:e1008235. [PMID: 31905219 PMCID: PMC6964909 DOI: 10.1371/journal.ppat.1008235] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 01/16/2020] [Accepted: 11/23/2019] [Indexed: 02/05/2023] Open
Abstract
Although recombination is known to occur in foot-and-mouth disease virus (FMDV), it is considered only a minor determinant of virus sequence diversity. Analysis at phylogenetic scales shows inter-serotypic recombination events are rare, whereby recombination occurs almost exclusively in non-structural proteins. In this study we have estimated recombination rates within a natural host in an experimental setting. African buffaloes were inoculated with a SAT-1 FMDV strain containing two major viral sub-populations differing in their capsid sequence. This population structure enabled the detection of extensive within-host recombination in the genomic region coding for structural proteins and allowed recombination rates between the two sub-populations to be estimated. Quite surprisingly, the effective recombination rate in VP1 during the acute infection phase turns out to be about 0.1 per base per year, i.e. comparable to the mutation/substitution rate. Using a high-resolution map of effective within-host recombination in the capsid-coding region, we identified a linkage disequilibrium pattern in VP1 that is consistent with a mosaic structure with two main genetic blocks. Positive epistatic interactions between co-evolved variants appear to be present both within and between blocks. These interactions are due to intra-host selection both at the RNA and protein level. Overall our findings show that during FMDV co-infections by closely related strains, capsid-coding genes recombine within the host at a much higher rate than expected, despite the presence of strong constraints dictated by the capsid structure. Although these intra-host results are not immediately translatable to a phylogenetic setting, recombination and epistasis must play a major and so far underappreciated role in the molecular evolution of the virus at all scales. There are 7 serotypes of Foot-and-Mouth Disease Virus and multiple strains of each serotype. The emergence of new strains can result in widespread outbreaks of disease and requires new vaccines to be developed. The major mechanisms driving variation are thought to be substitutions in the viral genome. Recombination in the capsid-coding region of the virus genome has been described at phylogenetic scales but not thought to play a major role in generating variants. In the current experiment, a co-infection of African buffaloes with closely related sub-populations of viruses allowed us to detect recombination events. For structural protein-coding sequences, the genetic composition of the population is driven by extensive within-host recombination. During the acute infection phase the intra-host recombination rates of 0.1 per base per year are comparable to the typical mutation rates of the virus. The recombination map reveals two strongly linked regions within the VP1 protein-coding sequence. Epistatic interactions between co-evolved mutations in VP1 are caused by intra-host selection at the RNA and protein level and are present both within and between the two regions. Our findings in this experimental setting support a major role for recombination and epistasis in the intra-host evolution of FMDV.
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Affiliation(s)
- Luca Ferretti
- The Pirbright Institute, Woking, Surrey, United Kingdom
- Current address: Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- * E-mail: ,
| | | | - Fuquan Zhang
- The Pirbright Institute, Woking, Surrey, United Kingdom
| | - François Maree
- South Africa Department of Microbiology and Plant Pathology, University of Pretoria, Pretoria, South Africa
- Onderstepoort Veterinary Institute-Transboundary Animal Diseases Programme (OVI-TADP), Onderstepoort, Gauteng, South Africa
| | - Lin-Mari de Klerk-Lorist
- South Africa Department of Microbiology and Plant Pathology, University of Pretoria, Pretoria, South Africa
| | - Louis van Schalkwykc
- South Africa Department of Microbiology and Plant Pathology, University of Pretoria, Pretoria, South Africa
| | | | | | - Paolo Ribeca
- The Pirbright Institute, Woking, Surrey, United Kingdom
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14
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Ranaweera LT, Wijesundara WWMUK, Jayarathne HSM, Knowles NJ, Wadsworth J, Gray A, Adikari AMJB, Weebadde CK, Sooriyapathirana SDSS. Transboundary movements of foot-and-mouth disease from India to Sri Lanka: A common pattern is shared by serotypes O and C. PLoS One 2019; 14:e0227126. [PMID: 31891636 PMCID: PMC6938362 DOI: 10.1371/journal.pone.0227126] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 12/12/2019] [Indexed: 12/02/2022] Open
Abstract
Foot-and-mouth disease (FMD) affects the livestock industry in a transboundary manner. It is essential to understand the FMD phylodynamics to assist in the disease-eradication. FMD critically affects the Sri Lankan cattle industry causing substantial economic losses. Even though many studies have covered the serotyping and genotyping of FMD virus (FMDV) in Sri Lanka, there is a significant knowledge gap exists in understanding the FMDV phylodynamics in the country. In the present study, the VP1 genomic region of FMD viral isolates belonging to serotype C from Sri Lanka and other South Asian countries were sequenced. All the published VPI sequences of serotype C and most of the published VP1 sequences for lineage ME-SA/Ind-2001d of serotype O from Sri Lanka, India, and other South Asian countries were retrieved. The datasets of serotype C and serotype O were separately analyzed using Bayesian, maximum likelihood, and phylogenetic networking methods to infer the transboundary movements and evolutionary aspects of the FMDV incursions in Sri Lanka. A model-based approach was used to detect any possible recombination events of FMDV incursions. Our results revealed that the invasions of the topotype ASIA of serotype C and the lineage ME-SA/Ind-2001d have a similar pattern of transboundary movement and evolution. The haplotype networks and phylogenies developed in the present study confirmed that FMDV incursions in Sri Lanka mainly originate from the Indian subcontinent, remain quiet after migration, and then cause outbreaks in a subsequent year. Since there are no recombination events detected among the different viral strains across serotypes and topotypes, we can assume that the incursions tend to show the independent evolution compared to the ancestral viral populations. Thus, we highlight the need for thorough surveillance of cattle/ruminants and associated product-movement into Sri Lanka from other regions to prevent the transboundary movement of FMDV.
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Affiliation(s)
- L. T. Ranaweera
- Department of Molecular Biology and Biotechnology, Faculty of Science, University of Peradeniya, Peradeniya, Sri Lanka
| | - W. W. M. U. K. Wijesundara
- Department of Molecular Biology and Biotechnology, Faculty of Science, University of Peradeniya, Peradeniya, Sri Lanka
| | - H. S. M. Jayarathne
- Department of Molecular Biology and Biotechnology, Faculty of Science, University of Peradeniya, Peradeniya, Sri Lanka
| | - N. J. Knowles
- The Pirbright Institute, Pirbright, Woking, Surrey, United Kingdom
| | - J. Wadsworth
- The Pirbright Institute, Pirbright, Woking, Surrey, United Kingdom
| | - A. Gray
- The Pirbright Institute, Pirbright, Woking, Surrey, United Kingdom
| | - A. M. J. B. Adikari
- Department of Animal and Food Sciences, Faculty of Agriculture, Rajarata University of Sri Lanka, Puliyankulama, Anuradhapura, Sri Lanka
| | - C. K. Weebadde
- Department of Plant, Soil and Microbial Sciences, College of Agriculture and Natural Resources, Michigan State University, East Lansing, MI, United States of America
| | - S. D. S. S. Sooriyapathirana
- Department of Molecular Biology and Biotechnology, Faculty of Science, University of Peradeniya, Peradeniya, Sri Lanka
- Postgraduate Institute of Science, University of Peradeniya, Peradeniya, Sri Lanka
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15
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Duchatel F, Bronsvoort BMDC, Lycett S. Phylogeographic Analysis and Identification of Factors Impacting the Diffusion of Foot-and-Mouth Disease Virus in Africa. Front Ecol Evol 2019. [DOI: 10.3389/fevo.2019.00371] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
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16
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Genomic analysis of respiratory syncytial virus infections in households and utility in inferring who infects the infant. Sci Rep 2019; 9:10076. [PMID: 31296922 PMCID: PMC6624209 DOI: 10.1038/s41598-019-46509-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 06/26/2019] [Indexed: 12/18/2022] Open
Abstract
Infants (under 1-year-old) are at most risk of life threatening respiratory syncytial virus (RSV) disease. RSV epidemiological data alone has been insufficient in defining who acquires infection from whom (WAIFW) within households. We investigated RSV genomic variation within and between infected individuals and assessed its potential utility in tracking transmission in households. Over an entire single RSV season in coastal Kenya, nasal swabs were collected from members of 20 households every 3-4 days regardless of symptom status and screened for RSV nucleic acid. Next generation sequencing was used to generate >90% RSV full-length genomes for 51.1% of positive samples (191/374). Single nucleotide polymorphisms (SNPs) observed during household infection outbreaks ranged from 0-21 (median: 3) while SNPs observed during single-host infection episodes ranged from 0-17 (median: 1). Using the viral genomic data alone there was insufficient resolution to fully reconstruct within-household transmission chains. For households with clear index cases, the most likely source of infant infection was via a toddler (aged 1 to <3 years-old) or school-aged (aged 6 to <12 years-old) co-occupant. However, for best resolution of WAIFW within households, we suggest an integrated analysis of RSV genomic and epidemiological data.
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17
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Firestone SM, Hayama Y, Bradhurst R, Yamamoto T, Tsutsui T, Stevenson MA. Reconstructing foot-and-mouth disease outbreaks: a methods comparison of transmission network models. Sci Rep 2019; 9:4809. [PMID: 30886211 PMCID: PMC6423326 DOI: 10.1038/s41598-019-41103-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 02/28/2019] [Indexed: 12/22/2022] Open
Abstract
A number of transmission network models are available that combine genomic and epidemiological data to reconstruct networks of who infected whom during infectious disease outbreaks. For such models to reliably inform decision-making they must be transparently validated, robust, and capable of producing accurate predictions within the short data collection and inference timeframes typical of outbreak responses. A lack of transparent multi-model comparisons reduces confidence in the accuracy of transmission network model outputs, negatively impacting on their more widespread use as decision-support tools. We undertook a formal comparison of the performance of nine published transmission network models based on a set of foot-and-mouth disease outbreaks simulated in a previously free country, with corresponding simulated phylogenies and genomic samples from animals on infected premises. Of the transmission network models tested, Lau’s systematic Bayesian integration framework was found to be the most accurate for inferring the transmission network and timing of exposures, correctly identifying the source of 73% of the infected premises (with 91% accuracy for sources with model support >0.80). The Structured COalescent Transmission Tree Inference provided the most accurate inference of molecular clock rates. This validation study points to which models might be reliably used to reconstruct similar future outbreaks and how to interpret the outputs to inform control. Further research could involve extending the best-performing models to explicitly represent within-host diversity so they can handle next-generation sequencing data, incorporating additional animal and farm-level covariates and combining predictions using Ensemble methods and other approaches.
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Affiliation(s)
- Simon M Firestone
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, 3010, Australia.
| | - Yoko Hayama
- Viral Disease and Epidemiology Research Division, National Institute of Animal Health, National Agriculture Research Organization, Tsukuba, Ibaraki, 305-0856, Japan
| | - Richard Bradhurst
- Centre of Excellence for Biosecurity Risk Analysis, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Takehisa Yamamoto
- Viral Disease and Epidemiology Research Division, National Institute of Animal Health, National Agriculture Research Organization, Tsukuba, Ibaraki, 305-0856, Japan
| | - Toshiyuki Tsutsui
- Viral Disease and Epidemiology Research Division, National Institute of Animal Health, National Agriculture Research Organization, Tsukuba, Ibaraki, 305-0856, Japan
| | - Mark A Stevenson
- Asia-Pacific Centre for Animal Health, Melbourne Veterinary School, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, 3010, Australia
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18
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Teye MV, Sebunya TK, Fana EM, King DP, Seoke L, Knowles NJ, Awuni JA, Matlho G, Leteane M, Hyera JMK. Foot-and-mouth disease in Southern Ghana: occurrence and molecular characterization of circulating viruses. Trop Anim Health Prod 2019; 51:1667-1677. [PMID: 30879248 DOI: 10.1007/s11250-019-01864-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Accepted: 03/08/2019] [Indexed: 10/27/2022]
Abstract
Foot-and-mouth disease (FMD) is considered to be endemic in Ghana. However, our knowledge of the local epidemiology of the disease is restricted by a lack of serological information and data for characterized viruses causing field outbreaks. In order to improve our understanding of the prevailing situation, this study was initiated to establish the FMD viruses (FMDV) circulating in the country. During 2016, sera (n = 93) and epithelia/oral swab (n = 20) samples were collected from cattle from four districts in Southern Ghana that experienced FMD outbreaks. Sera were analyzed using the PrioCHECK® FMDV non-structural protein (NSP) ELISA whereas the epithelia/oral swab samples were examined by virus isolation, antigen ELISA, reverse transcription polymerase chain reaction (RT-PCR), and sequencing of VP1 followed by phylogenetic analysis. Assay for antibodies against FMDV NSPs provided evidence of exposure to FMDV in 88.2% (82/93) of the sera tested. Serotypes O and A viruses were detected from clinical samples by RT-PCR and sequencing of VP1. Phylogenetic analysis of VP1 coding sequences revealed that the serotype O viruses belonged to the West Africa (WA) topotype and were most closely related to viruses from Niger and Benin, while the serotype A viruses clustered within genotype IV (G-IV) of the Africa topotype and were most closely related to viruses from Nigeria. This study provides useful information on FMDV serotypes and viral lineages that circulate in Ghana and West Africa that may aid in the formulation of effective FMD control strategies.
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Affiliation(s)
- Mathias V Teye
- Department of Biological Sciences, Faculty of Science, University of Botswana, Private Bag 00704, Gaborone, Botswana
| | - Teresa K Sebunya
- Department of Biological Sciences, Faculty of Science, University of Botswana, Private Bag 00704, Gaborone, Botswana
| | - Elliot M Fana
- OIE Sub-Saharan Africa Regional Reference Laboratory for Foot-and-Mouth Disease, Botswana Vaccine Institute, Private Bag 0031, Gaborone, Botswana
| | - Donald P King
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey, GU24 0NF, UK
| | - LaToya Seoke
- OIE Sub-Saharan Africa Regional Reference Laboratory for Foot-and-Mouth Disease, Botswana Vaccine Institute, Private Bag 0031, Gaborone, Botswana
| | - Nick J Knowles
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey, GU24 0NF, UK
| | - Joseph A Awuni
- Accra Veterinary Laboratory, Veterinary Services Directorate, Ministry of Food and Agriculture, P. O. Box M 161, Accra, Ghana
| | - George Matlho
- OIE Sub-Saharan Africa Regional Reference Laboratory for Foot-and-Mouth Disease, Botswana Vaccine Institute, Private Bag 0031, Gaborone, Botswana
| | - Melvin Leteane
- Department of Biological Sciences, Faculty of Science, University of Botswana, Private Bag 00704, Gaborone, Botswana
| | - Joseph M K Hyera
- OIE Sub-Saharan Africa Regional Reference Laboratory for Foot-and-Mouth Disease, Botswana Vaccine Institute, Private Bag 0031, Gaborone, Botswana.
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Miller JK, Chen J, Sundermann A, Marsh JW, Saul MI, Shutt KA, Pacey M, Mustapha MM, Harrison LH, Dubrawski A. Statistical outbreak detection by joining medical records and pathogen similarity. J Biomed Inform 2019; 91:103126. [PMID: 30771483 PMCID: PMC6424617 DOI: 10.1016/j.jbi.2019.103126] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 01/05/2019] [Accepted: 02/06/2019] [Indexed: 01/08/2023]
Abstract
We present a statistical inference model for the detection and characterization of outbreaks of hospital associated infection. The approach combines patient exposures, determined from electronic medical records, and pathogen similarity, determined by whole-genome sequencing, to simultaneously identify probable outbreaks and their root-causes. We show how our model can be used to target isolates for whole-genome sequencing, improving outbreak detection and characterization even without comprehensive sequencing. Additionally, we demonstrate how to learn model parameters from reference data of known outbreaks. We demonstrate model performance using semi-synthetic experiments.
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Affiliation(s)
- James K Miller
- Auton Lab, Carnegie Mellon University, Pittsburgh, PA, United States.
| | - Jieshi Chen
- Auton Lab, Carnegie Mellon University, Pittsburgh, PA, United States
| | - Alexander Sundermann
- Infectious Diseases Epidemiology Research Unit, University of Pittsburgh School of Medicine and Graduate School of Public Health, Pittsburgh, PA, United States; Department of Infection Control and Hospital Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA, United States
| | - Jane W Marsh
- Infectious Diseases Epidemiology Research Unit, University of Pittsburgh School of Medicine and Graduate School of Public Health, Pittsburgh, PA, United States
| | - Melissa I Saul
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Kathleen A Shutt
- Infectious Diseases Epidemiology Research Unit, University of Pittsburgh School of Medicine and Graduate School of Public Health, Pittsburgh, PA, United States
| | - Marissa Pacey
- Infectious Diseases Epidemiology Research Unit, University of Pittsburgh School of Medicine and Graduate School of Public Health, Pittsburgh, PA, United States
| | - Mustapha M Mustapha
- Infectious Diseases Epidemiology Research Unit, University of Pittsburgh School of Medicine and Graduate School of Public Health, Pittsburgh, PA, United States
| | - Lee H Harrison
- Infectious Diseases Epidemiology Research Unit, University of Pittsburgh School of Medicine and Graduate School of Public Health, Pittsburgh, PA, United States
| | - Artur Dubrawski
- Auton Lab, Carnegie Mellon University, Pittsburgh, PA, United States
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20
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Serrano I, Gomes D, Ramilo D, Rebelo MT, da Fonseca IP, Moreira A, Oliveira M. An Overview of Zoonotic Disease Outbreaks and its Forensic Management Over Time. J Forensic Sci 2019; 64:1304-1311. [PMID: 30801721 DOI: 10.1111/1556-4029.14034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Revised: 01/31/2019] [Accepted: 02/01/2019] [Indexed: 12/20/2022]
Abstract
Most emerging or re-emerging infections are vector-borne or zoonotic and can be disseminated worldwide by infected humans or animals. They are a major public health problem and cause a great impact on economy. Zoonotic outbreaks began to be characterized in the 90s, after the creation of Europol and the FBI. Such investigations are carried by forensic pathologists and other specialists to determine whether an outbreak is natural or deliberate. This review will discuss ten zoonotic outbreaks nonrelated to wars focusing on forensic management. In conclusion, some points should be highlighted in the management of a zoonotic outbreak: (i) its diagnosis and detection by forensic pathologists and the coordination of efforts between other specialists are key factors; (ii) communication guidelines and an efficient healthcare system are crucial for any emergency response; (iii) biosafety of all specialists involved must be guaranteed.
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Affiliation(s)
| | | | - David Ramilo
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Avenida da Universidade Técnica, 1300-477, Lisbon, Portugal
| | - Maria Teresa Rebelo
- Faculdade de Ciências da Universidade de Lisboa e Centro de Estudos do Ambiente e do Mar (CESAM), Campo Grande, 1749-016, Lisboa, Portugal
| | - Isabel Pereira da Fonseca
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Avenida da Universidade Técnica, 1300-477, Lisbon, Portugal
| | - Anabela Moreira
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Avenida da Universidade Técnica, 1300-477, Lisbon, Portugal
| | - Manuela Oliveira
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Avenida da Universidade Técnica, 1300-477, Lisbon, Portugal
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21
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Tracking virus outbreaks in the twenty-first century. Nat Microbiol 2018; 4:10-19. [PMID: 30546099 PMCID: PMC6345516 DOI: 10.1038/s41564-018-0296-2] [Citation(s) in RCA: 239] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2018] [Accepted: 10/19/2018] [Indexed: 02/08/2023]
Abstract
Emerging viruses have the potential to impose substantial mortality, morbidity and economic burdens on human populations. Tracking the spread of infectious diseases to assist in their control has traditionally relied on the analysis of case data gathered as the outbreak proceeds. Here, we describe how many of the key questions in infectious disease epidemiology, from the initial detection and characterization of outbreak viruses, to transmission chain tracking and outbreak mapping, can now be much more accurately addressed using recent advances in virus sequencing and phylogenetics. We highlight the utility of this approach with the hypothetical outbreak of an unknown pathogen, ‘Disease X’, suggested by the World Health Organization to be a potential cause of a future major epidemic. We also outline the requirements and challenges, including the need for flexible platforms that generate sequence data in real-time, and for these data to be shared as widely and openly as possible. This Review Article describes how recent advances in viral genome sequencing and phylogenetics have enabled key issues associated with outbreak epidemiology to be more accurately addressed, and highlights the requirements and challenges for generating, sharing and using such data when tackling a viral outbreak.
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22
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Reconstructing the evolutionary history of pandemic foot-and-mouth disease viruses: the impact of recombination within the emerging O/ME-SA/Ind-2001 lineage. Sci Rep 2018; 8:14693. [PMID: 30279570 PMCID: PMC6168464 DOI: 10.1038/s41598-018-32693-8] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 08/31/2018] [Indexed: 11/08/2022] Open
Abstract
Foot-and-mouth disease (FMD) is a highly contagious disease of livestock affecting animal production and trade throughout Asia and Africa. Understanding FMD virus (FMDV) global movements and evolution can help to reconstruct the disease spread between endemic regions and predict the risks of incursion into FMD-free countries. Global expansion of a single FMDV lineage is rare but can result in severe economic consequences. Using extensive sequence data we have reconstructed the global space-time transmission history of the O/ME-SA/Ind-2001 lineage (which normally circulates in the Indian sub-continent) providing evidence of at least 15 independent escapes during 2013–2017 that have led to outbreaks in North Africa, the Middle East, Southeast Asia, the Far East and the FMD-free islands of Mauritius. We demonstrated that sequence heterogeneity of this emerging FMDV lineage is accommodated within two co-evolving divergent sublineages and that recombination by exchange of capsid-coding sequences can impact upon the reconstructed evolutionary histories. Thus, we recommend that only sequences encoding the outer capsid proteins should be used for broad-scale phylogeographical reconstruction. These data emphasise the importance of the Indian subcontinent as a source of FMDV that can spread across large distances and illustrates the impact of FMDV genome recombination on FMDV molecular epidemiology.
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23
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Smith DB, Simmonds P. Classification and Genomic Diversity of Enterically Transmitted Hepatitis Viruses. Cold Spring Harb Perspect Med 2018; 8:a031880. [PMID: 29530950 PMCID: PMC6120691 DOI: 10.1101/cshperspect.a031880] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Hepatitis A virus (HAV) and hepatitis E virus (HEV) are significant human pathogens and are responsible for a substantial proportion of cases of severe acute hepatitis worldwide. Genetically, both viruses are heterogeneous and are classified into several genotypes that differ in their geographical distribution and risk group association. There is, however, little evidence that variants of HAV or HEV differ antigenically or in their propensity to cause severe disease. Genetically more divergent but primarily hepatotropic variants of both HAV and HEV have been found in several mammalian species, those of HAV being classified into eight species within the genus Hepatovirus in the virus family Picornaviridae. HEV is classified as a member of the species Orthohepevirus A in the virus family Hepeviridae, a species that additionally contains viruses infecting pigs, rabbits, and a variety of other mammalian species. Other species (Orthohepevirus B-D) infect a wide range of other mammalian species including rodents and bats.
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Affiliation(s)
- Donald B Smith
- Centre for Immunity, Infection and Evolution, University of Edinburgh, Edinburgh EH9 3JT, United Kingdom
- Nuffield Department of Medicine, University of Oxford, Oxford OX1 3SY, United Kingdom
| | - Peter Simmonds
- Nuffield Department of Medicine, University of Oxford, Oxford OX1 3SY, United Kingdom
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Abstract
Transmissibility is the defining characteristic of infectious diseases. Quantifying transmission matters for understanding infectious disease epidemiology and designing evidence-based disease control programs. Tracing individual transmission events can be achieved by epidemiological investigation coupled with pathogen typing or genome sequencing. Individual infectiousness can be estimated by measuring pathogen loads, but few studies have directly estimated the ability of infected hosts to transmit to uninfected hosts. Individuals' opportunities to transmit infection are dependent on behavioral and other risk factors relevant given the transmission route of the pathogen concerned. Transmission at the population level can be quantified through knowledge of risk factors in the population or phylogeographic analysis of pathogen sequence data. Mathematical model-based approaches require estimation of the per capita transmission rate and basic reproduction number, obtained by fitting models to case data and/or analysis of pathogen sequence data. Heterogeneities in infectiousness, contact behavior, and susceptibility can have substantial effects on the epidemiology of an infectious disease, so estimates of only mean values may be insufficient. For some pathogens, super-shedders (infected individuals who are highly infectious) and super-spreaders (individuals with more opportunities to transmit infection) may be important. Future work on quantifying transmission should involve integrated analyses of multiple data sources.
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25
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Jamal SM, Belsham GJ. Molecular epidemiology, evolution and phylogeny of foot-and-mouth disease virus. INFECTION GENETICS AND EVOLUTION 2018; 59:84-98. [PMID: 29412184 DOI: 10.1016/j.meegid.2018.01.020] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 01/23/2018] [Accepted: 01/24/2018] [Indexed: 02/07/2023]
Abstract
Foot-and-mouth disease virus (FMDV) is responsible for one of the most economically important infectious diseases of livestock. The virus spreads very easily and continues to affect many countries (mainly in Africa and Asia). The risks associated with the introduction of FMDV result in major barriers to trade in animals and their products. Seven antigenically distinct forms of the virus are known, called serotypes, but serotype C has not been detected anywhere for many years and may now be extinct. The serotypes have been further divided into topotypes (except for serotype Asia-1 viruses, which comprise a single topotype), genotypes, lineages and sub-lineages, which are usually restricted to specific geographical regions. However, sometimes, trans-regional spread of some strains occurs. Due to the error-prone replication of the RNA genome, the virus continuously evolves and new strains frequently arise (e.g. with modified antigenicity). Using nucleotide sequencing technologies, this rapid evolution of the viral genome can be followed. This allows the tracing of virus transmission pathways within an outbreak of disease if (near) full-length genome sequences can be generated. Furthermore, the movement of distinct virus lineages, from one country to another can be analyzed. Some important examples of the spread of new strains of FMD virus are described.
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Affiliation(s)
- Syed M Jamal
- Department of Biotechnology, University of Malakand, Chakdara, Dir (L), Khyber Pakhtunkhwa, Pakistan
| | - Graham J Belsham
- DTU National Veterinary Institute, Technical University of Denmark, Lindholm, Kalvehave 4771, Denmark.
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Mahapatra M, Upadhyaya S, Aviso S, Babu A, Hutchings G, Parida S. Selection of vaccine strains for serotype O foot-and-mouth disease viruses (2007-2012) circulating in Southeast Asia, East Asia and Far East. Vaccine 2017; 35:7147-7153. [PMID: 29157957 PMCID: PMC5720463 DOI: 10.1016/j.vaccine.2017.10.099] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Revised: 10/23/2017] [Accepted: 10/28/2017] [Indexed: 02/07/2023]
Abstract
Foot-and-mouth disease (FMD) is endemic in Southeast Asia (SEA) and East Asia with circulation of multiple serotypes and multiple genotypes within each serotype of the virus. Although countries like Japan and South Korea in the Far East were free of FMD, in 2010 FMD serotype O (O/Mya-98) outbreaks were recorded and since then South Korea has experienced several FMD outbreaks despite regular vaccination. In this study a total of 85 serotype O FMD viruses (FMDV) isolated from 2007 to 2012 from SEA, East Asia and Far East were characterized by virus neutralisation tests using antisera to four existing (O/HKN/6/83, O/IND/R2/75, O/SKR/2010 and O/PanAsia-2) and one putative (O/MYA/2009) vaccine strains, and by full capsid sequencing. Serological studies revealed broad cross-reactivity with the vaccine strains; O/PanAsia-2 exhibited a good match with 95.3%, O/HKN/6/83 with 91.8%, O/IND/R2/75 with 80%, and the putative strain O/MYA/2009 with 89.4% isolates employed in this study. Similarly O/PanAsia-2 and O/IND/R2/75 vaccines showed a good match with all eight viruses belonging to O-Ind-2001d sublineage whereas the vaccines of O/Mya-98 lineage, O/MYA/2009 and O/SKR/2010 exhibited the lowest match indicating their unsuitability to protect infections from O-Ind-2001d viruses. A Bayesian analysis of the capsid sequence data indicated these circulating viruses (n = 85) to be of either SEA or Middle East-South Asian (ME-SA) topotype. The ME-SA topotype viruses were mainly detected in Lao PDR, Vietnam, Myanmar and Thailand reflecting the trade links with the Indian subcontinent, and also within the SEA countries. Implications of these results in the context of FMD control in SEA and East Asian countries are discussed.
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Affiliation(s)
- Mana Mahapatra
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK
| | | | - Sharie Aviso
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK; School of Veterinary and Biomedical Sciences, Murdoch University, Murdoch 6150, Australia
| | - Aravindh Babu
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK
| | - Geoff Hutchings
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK
| | - Satya Parida
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK; School of Veterinary and Biomedical Sciences, Murdoch University, Murdoch 6150, Australia.
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Lloyd-Jones K, Mahapatra M, Upadhyaya S, Paton DJ, Babu A, Hutchings G, Parida S. Genetic and antigenic characterization of serotype O FMD viruses from East Africa for the selection of suitable vaccine strain. Vaccine 2017; 35:6842-6849. [PMID: 29102329 PMCID: PMC5722052 DOI: 10.1016/j.vaccine.2017.10.040] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 09/26/2017] [Accepted: 10/13/2017] [Indexed: 12/01/2022]
Abstract
Foot-and-mouth disease (FMD) is endemic in Eastern Africa with circulation of multiple serotypes of the virus in the region. Most of the outbreaks are caused by serotype O followed by serotype A. The lack of concerted FMD control programmes in Africa has provided little incentive for vaccine producers to select vaccines that are tailored to circulating regional isolates creating further negative feedback to deter the introduction of vaccine-based control schemes. In this study a total of 80 serotype O FMD viruses (FMDV) isolated from 1993 to 2012 from East and North Africa were characterized by virus neutralisation tests using bovine antisera to three existing (O/KEN/77/78, O/Manisa and O/PanAsia-2) and three putative (O/EA/2002, O/EA/2009 and O/EA/2010) vaccine strains and by capsid sequencing. Genetically, these viruses were grouped as either of East African origin with subdivision into four topotypes (EA-1, 2, 3 and 4) or of Middle-East South Asian (ME-SA) topotype. The ME-SA topotype viruses were mainly detected in Egypt and Libya reflecting the trade links with the Middle East countries. There was good serological cross-reactivity between the vaccine strains and most of the field isolates analysed, indicating that vaccine selection should not be a major constraint for control of serotype O FMD by vaccination, and that both local and internationally available commercial vaccines could be used. The O/KEN/77/78 vaccine, commonly used in the region, exhibited comparatively lower percent in vitro match against the predominant topotypes (EA-2 and EA-3) circulating in the region whereas O/PanAsia-2 and O/Manisa vaccines revealed broader protection against East African serotype O viruses, even though they genetically belong to the ME-SA topotype.
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Affiliation(s)
| | - Mana Mahapatra
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK
| | | | - David J Paton
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK
| | - Aravindh Babu
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK
| | - Geoff Hutchings
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK
| | - Satya Parida
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 ONF, UK; National Institute for Animal Biotechnology, Hyderabad 500049, India.
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Antonovics J, Wilson AJ, Forbes MR, Hauffe HC, Kallio ER, Leggett HC, Longdon B, Okamura B, Sait SM, Webster JP. The evolution of transmission mode. Philos Trans R Soc Lond B Biol Sci 2017; 372:rstb.2016.0083. [PMID: 28289251 PMCID: PMC5352810 DOI: 10.1098/rstb.2016.0083] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/05/2016] [Indexed: 12/31/2022] Open
Abstract
This article reviews research on the evolutionary mechanisms leading to different transmission modes. Such modes are often under genetic control of the host or the pathogen, and often in conflict with each other via trade-offs. Transmission modes may vary among pathogen strains and among host populations. Evolutionary changes in transmission mode have been inferred through experimental and phylogenetic studies, including changes in transmission associated with host shifts and with evolution of the unusually complex life cycles of many parasites. Understanding the forces that determine the evolution of particular transmission modes presents a fascinating medley of problems for which there is a lack of good data and often a lack of conceptual understanding or appropriate methodologies. Our best information comes from studies that have been focused on the vertical versus horizontal transmission dichotomy. With other kinds of transitions, theoretical approaches combining epidemiology and population genetics are providing guidelines for determining when and how rapidly new transmission modes may evolve, but these are still in need of empirical investigation and application to particular cases. Obtaining such knowledge is a matter of urgency in relation to extant disease threats.This article is part of the themed issue 'Opening the black box: re-examining the ecology and evolution of parasite transmission'.
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Affiliation(s)
- Janis Antonovics
- Department of Biology, University of Virginia, Charlottesville, VA 22904, USA
| | - Anthony J Wilson
- Integrative Entomology group, Vector-borne Viral Diseases programme, The Pirbright Institute, Pirbright GU24 0NF, UK
| | - Mark R Forbes
- Department of Biology, Carleton University, 1125 Colonel By Drive, Ottawa, Ontario, Canada K1S 5B7
| | - Heidi C Hauffe
- Department of Biodiversity and Molecular Ecology, Research and Innovation Centre, Fondazione Edmund Mach, Via E. Mach 1, 38010 S. Michele all'Adige, Trentino, Italy
| | - Eva R Kallio
- Department of Biological and Environmental Science, University of Jyvaskyla, PO Box 35, 40014 Jyvaskyla, Finland.,Department of Ecology, University of Oulu, PO Box 3000, 90014 Oulu, Finland
| | - Helen C Leggett
- Department of Genetics, University of Cambridge, Cambridge CB2 3EH, UK
| | - Ben Longdon
- Centre for Ecology and Conservation, University of Exeter, Penryn Campus, Cornwall TR10 9FE, UK
| | - Beth Okamura
- Department of Life Sciences, Natural History Museum, Cromwell Road, London SW5 7BD, UK
| | - Steven M Sait
- School of Biology, University of Leeds, Leeds LS2 9JT, UK
| | - Joanne P Webster
- Department of Pathology and Pathogen Biology, Centre for Emerging, Endemic and Exotic Diseases, Royal Veterinary College, University of London, London AL9 7TA, UK
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Siqueira JAM, Bandeira RDS, Oliveira DDS, dos Santos LFP, Gabbay YB. Genotype diversity and molecular evolution of noroviruses: A 30-year (1982-2011) comprehensive study with children from Northern Brazil. PLoS One 2017; 12:e0178909. [PMID: 28604828 PMCID: PMC5467842 DOI: 10.1371/journal.pone.0178909] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 05/19/2017] [Indexed: 01/19/2023] Open
Abstract
A chronologically comprehensive 30-year study was conducted that involved children living in Belém, in the Amazon region of Northern Brazil, who participated in eight different studies from October 1982 to April 2011. The children were followed either in the community or in health units and hospitals in order to identify the norovirus genotypes involved in infections during this time. A total of 2,520 fecal specimens were obtained and subjected to RT-PCR and nucleotide sequencing for regions A, B, C, D and P2 of the viral genome. An overall positivity of 16.9% (n = 426) was observed, and 49% of the positive samples were genotyped (208/426), evidencing the presence of several genotypes as follows: Polymerase gene (GI.P4, GII.Pa, GII.Pc, GII.Pe, GII.Pg, GII.Pj, GII.P3, GII.P4, GII.P6, GII.P7, GII.P8, GII.P12, GII.P13, GII.P14, GII.P21, GII.P22), and VP1 gene (GI.3, GI.7, GII.1, GII.2, GII.3, GII.4, GII.6, GII.7, GII.8, GII.10, GII.12, GII.14, GII.17, GII.23). The GII.P4/GII.4 genotype determined by both open reading frames (ORFs) (partial polymerase and VP1 genes) was found for 83 samples, and analyses of the subdomain P2 region showed 10 different variants: CHDC (1970s), Tokyo (1980s), Bristol_1993, US_95/96, Kaiso_2003, Asia_2003, Hunter_2004, Yerseke_2006a, Den Haag_2006b (subcluster “O”) and New Orleans_2009. Recombination events were confirmed in 47.6% (n = 20) of the 42 samples with divergent genotyping by ORF1 and ORF2 and with probable different breakpoints within the viral genome. The evolutionary analyses estimated a rate of evolution of 1.02 x 10−2 and 9.05 x 10−3 subs./site/year using regions C and D from the VP1 gene, respectively. The present research shows the broad genetic diversity of the norovirus that infected children for 30 years in Belém. These findings contribute to our understanding of noroviruses molecular epidemiology and viral evolution and provide a baseline for vaccine design.
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Affiliation(s)
- Jones Anderson Monteiro Siqueira
- Laboratório de Norovírus e outros Vírus Gastroentéricos—LNVE, Seção de Virologia—SAVIR, Instituto Evandro Chagas—IEC, Secretaria de Vigilância em Saúde, Ministério da Saúde, Ananindeua, Pará, Brazil
- * E-mail:
| | - Renato da Silva Bandeira
- Seção de Virologia–SAVIR, Instituto Evandro Chagas—IEC, Secretaria de Vigilância em Saúde, Ministério da Saúde, Ananindeua, Pará, Brazil
| | - Darleise de Souza Oliveira
- Seção de Virologia–SAVIR, Instituto Evandro Chagas—IEC, Secretaria de Vigilância em Saúde, Ministério da Saúde, Ananindeua, Pará, Brazil
| | - Liann Filiphe Pereira dos Santos
- Laboratório de Norovírus e outros Vírus Gastroentéricos—LNVE, Seção de Virologia—SAVIR, Instituto Evandro Chagas—IEC, Secretaria de Vigilância em Saúde, Ministério da Saúde, Ananindeua, Pará, Brazil
| | - Yvone Benchimol Gabbay
- Laboratório de Norovírus e outros Vírus Gastroentéricos—LNVE, Seção de Virologia—SAVIR, Instituto Evandro Chagas—IEC, Secretaria de Vigilância em Saúde, Ministério da Saúde, Ananindeua, Pará, Brazil
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Dill V, Beer M, Hoffmann B. Simple, quick and cost-efficient: A universal RT-PCR and sequencing strategy for genomic characterisation of foot-and-mouth disease viruses. J Virol Methods 2017; 246:58-64. [PMID: 28442328 DOI: 10.1016/j.jviromet.2017.04.007] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Revised: 04/07/2017] [Accepted: 04/18/2017] [Indexed: 02/02/2023]
Abstract
Foot-and-mouth disease (FMD) is a major contributor to poverty and food insecurity in Africa and Asia, and it is one of the biggest threats to agriculture in highly developed countries. As FMD is extremely contagious, strategies for its prevention, early detection, and the immediate characterisation of outbreak strains are of great importance. The generation of whole-genome sequences enables phylogenetic characterisation, the epidemiological tracing of virus transmission pathways and is supportive in disease control strategies. This study describes the development and validation of a rapid, universal and cost-efficient RT-PCR system to generate genome sequences of FMDV, reaching from the IRES to the end of the open reading frame. The method was evaluated using twelve different virus strains covering all seven serotypes of FMDV. Additionally, samples from experimentally infected animals were tested to mimic diagnostic field samples. All primer pairs showed a robust amplification with a high sensitivity for all serotypes. In summary, the described assay is suitable for the generation of FMDV sequences from all serotypes to allow immediate phylogenetic analysis, detailed genotyping and molecular epidemiology.
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Affiliation(s)
- V Dill
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Südufer 10, 17493 Greifswald-Insel Riems, Germany
| | - M Beer
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Südufer 10, 17493 Greifswald-Insel Riems, Germany
| | - B Hoffmann
- Institute of Diagnostic Virology, Friedrich-Loeffler-Institut, Südufer 10, 17493 Greifswald-Insel Riems, Germany.
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31
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Nishi T, Yamada M, Fukai K, Shimada N, Morioka K, Yoshida K, Sakamoto K, Kanno T, Yamakawa M. Genome variability of foot-and-mouth disease virus during the short period of the 2010 epidemic in Japan. Vet Microbiol 2017; 199:62-67. [DOI: 10.1016/j.vetmic.2016.12.025] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Revised: 12/09/2016] [Accepted: 12/20/2016] [Indexed: 11/15/2022]
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Ray B, Ghedin E, Chunara R. Network inference from multimodal data: A review of approaches from infectious disease transmission. J Biomed Inform 2016; 64:44-54. [PMID: 27612975 PMCID: PMC7106161 DOI: 10.1016/j.jbi.2016.09.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 07/10/2016] [Accepted: 09/03/2016] [Indexed: 02/02/2023]
Abstract
Networks inference problems are commonly found in multiple biomedical subfields such as genomics, metagenomics, neuroscience, and epidemiology. Networks are useful for representing a wide range of complex interactions ranging from those between molecular biomarkers, neurons, and microbial communities, to those found in human or animal populations. Recent technological advances have resulted in an increasing amount of healthcare data in multiple modalities, increasing the preponderance of network inference problems. Multi-domain data can now be used to improve the robustness and reliability of recovered networks from unimodal data. For infectious diseases in particular, there is a body of knowledge that has been focused on combining multiple pieces of linked information. Combining or analyzing disparate modalities in concert has demonstrated greater insight into disease transmission than could be obtained from any single modality in isolation. This has been particularly helpful in understanding incidence and transmission at early stages of infections that have pandemic potential. Novel pieces of linked information in the form of spatial, temporal, and other covariates including high-throughput sequence data, clinical visits, social network information, pharmaceutical prescriptions, and clinical symptoms (reported as free-text data) also encourage further investigation of these methods. The purpose of this review is to provide an in-depth analysis of multimodal infectious disease transmission network inference methods with a specific focus on Bayesian inference. We focus on analytical Bayesian inference-based methods as this enables recovering multiple parameters simultaneously, for example, not just the disease transmission network, but also parameters of epidemic dynamics. Our review studies their assumptions, key inference parameters and limitations, and ultimately provides insights about improving future network inference methods in multiple applications.
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Affiliation(s)
- Bisakha Ray
- Center for Health Informatics and Bioinformatics, New York University School of Medicine, USA.
| | - Elodie Ghedin
- Department of Biology, Center for Genomics & Systems Biology, USA; College of Global Public Health, New York University, USA
| | - Rumi Chunara
- Dept. of Computer Science and Engineering, Tandon School of Engineering, USA; College of Global Public Health, New York University, USA
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33
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Kenah E, Britton T, Halloran ME, Longini IM. Molecular Infectious Disease Epidemiology: Survival Analysis and Algorithms Linking Phylogenies to Transmission Trees. PLoS Comput Biol 2016; 12:e1004869. [PMID: 27070316 PMCID: PMC4829193 DOI: 10.1371/journal.pcbi.1004869] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Accepted: 03/15/2016] [Indexed: 12/20/2022] Open
Abstract
Recent work has attempted to use whole-genome sequence data from pathogens to reconstruct the transmission trees linking infectors and infectees in outbreaks. However, transmission trees from one outbreak do not generalize to future outbreaks. Reconstruction of transmission trees is most useful to public health if it leads to generalizable scientific insights about disease transmission. In a survival analysis framework, estimation of transmission parameters is based on sums or averages over the possible transmission trees. A phylogeny can increase the precision of these estimates by providing partial information about who infected whom. The leaves of the phylogeny represent sampled pathogens, which have known hosts. The interior nodes represent common ancestors of sampled pathogens, which have unknown hosts. Starting from assumptions about disease biology and epidemiologic study design, we prove that there is a one-to-one correspondence between the possible assignments of interior node hosts and the transmission trees simultaneously consistent with the phylogeny and the epidemiologic data on person, place, and time. We develop algorithms to enumerate these transmission trees and show these can be used to calculate likelihoods that incorporate both epidemiologic data and a phylogeny. A simulation study confirms that this leads to more efficient estimates of hazard ratios for infectiousness and baseline hazards of infectious contact, and we use these methods to analyze data from a foot-and-mouth disease virus outbreak in the United Kingdom in 2001. These results demonstrate the importance of data on individuals who escape infection, which is often overlooked. The combination of survival analysis and algorithms linking phylogenies to transmission trees is a rigorous but flexible statistical foundation for molecular infectious disease epidemiology. Recent work has attempted to use whole-genome sequence data from pathogens to reconstruct the transmission trees linking infectors and infectees in outbreaks. However, transmission trees from one outbreak do not generalize to future outbreaks. Reconstruction of transmission trees is most useful to public health if it leads to generalizable scientific insights about disease transmission. Accurate estimates of transmission parameters can help identify risk factors for transmission and aid the design and evaluation of public health interventions for emerging infections. Using statistical methods for time-to-event data (survival analysis), estimation of transmission parameters is based on sums or averages over the possible transmission trees. By providing partial information about who infected whom, a pathogen phylogeny can reduce the set of possible transmission trees and increase the precision of transmission parameter estimates. We derive algorithms that enumerate the transmission trees consistent with a pathogen phylogeny and epidemiologic data, show how to calculate likelihoods for transmission data with a phylogeny, and apply these methods to a foot and mouth disease outbreak in the United Kingdom in 2001. These methods will allow pathogen genetic sequences to be incorporated into the analysis of outbreak investigations, vaccine trials, and other studies of infectious disease transmission.
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Affiliation(s)
- Eben Kenah
- Biostatistics Department and Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America
- Center for Inference and Dynamics of Infectious Diseases, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
- * E-mail:
| | - Tom Britton
- Department of Mathematics, Stockholm University, Stockholm, Sweden
| | - M. Elizabeth Halloran
- Center for Inference and Dynamics of Infectious Diseases, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
- Department of Biostatistics, University of Washington, Seattle, Washington, United States of America
| | - Ira M. Longini
- Biostatistics Department and Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America
- Center for Inference and Dynamics of Infectious Diseases, Fred Hutchinson Cancer Research Center, Seattle, Washington, United States of America
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Pedersen CET, Frandsen P, Wekesa SN, Heller R, Sangula AK, Wadsworth J, Knowles NJ, Muwanika VB, Siegismund HR. Time Clustered Sampling Can Inflate the Inferred Substitution Rate in Foot-And-Mouth Disease Virus Analyses. PLoS One 2015; 10:e0143605. [PMID: 26630483 PMCID: PMC4667911 DOI: 10.1371/journal.pone.0143605] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Accepted: 11/06/2015] [Indexed: 11/24/2022] Open
Abstract
With the emergence of analytical software for the inference of viral evolution, a number of studies have focused on estimating important parameters such as the substitution rate and the time to the most recent common ancestor (tMRCA) for rapidly evolving viruses. Coupled with an increasing abundance of sequence data sampled under widely different schemes, an effort to keep results consistent and comparable is needed. This study emphasizes commonly disregarded problems in the inference of evolutionary rates in viral sequence data when sampling is unevenly distributed on a temporal scale through a study of the foot-and-mouth (FMD) disease virus serotypes SAT 1 and SAT 2. Our study shows that clustered temporal sampling in phylogenetic analyses of FMD viruses will strongly bias the inferences of substitution rates and tMRCA because the inferred rates in such data sets reflect a rate closer to the mutation rate rather than the substitution rate. Estimating evolutionary parameters from viral sequences should be performed with due consideration of the differences in short-term and longer-term evolutionary processes occurring within sets of temporally sampled viruses, and studies should carefully consider how samples are combined.
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Affiliation(s)
| | - Peter Frandsen
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | - Rasmus Heller
- Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | - Jemma Wadsworth
- The Pirbright Institute, Ash Road, Pirbright, United Kingdom
| | - Nick J. Knowles
- The Pirbright Institute, Ash Road, Pirbright, United Kingdom
| | - Vincent B. Muwanika
- Department of Environmental Management, College of Agricultural and Environmental Sciences, Makerere University, Kampala, Uganda
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Fu N, Wu J, Lv L, He J, Jiang S. Anti-foot-and-mouth disease virus effects of Chinese herbal kombucha in vivo. Braz J Microbiol 2015; 46:1245-55. [PMID: 26691487 PMCID: PMC4704643 DOI: 10.1590/s1517-838246420140701] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2014] [Accepted: 02/16/2015] [Indexed: 12/04/2022] Open
Abstract
The foot and mouth disease virus (FMDV) is sensitive to acids and can be inactivated
by exposure to low pH conditions. Spraying animals at risk of infection with
suspensions of acid-forming microorganisms has been identified as a potential
strategy for preventing FMD. Kombucha is one of the most strongly acid-forming
symbiotic probiotics and could thus be an effective agent with which to implement
this strategy. Moreover, certain Chinese herbal extracts are known to have
broad-spectrum antiviral effects. Chinese herbal kombucha can be prepared by
fermenting Chinese herbal extracts with a kombucha culture. Previous studies
demonstrated that Chinese herbal kombucha prepared in this way efficiently inhibits
FMDV replication in vitro. To assess the inhibitory effects of
Chinese herbal kombucha against FMDV in vitro, swine challenged by
intramuscular injection with 1000 SID50 of swine FMDV serotype O strain
O/China/99 after treatment with Chinese herbal kombucha were partially protected
against infection, as demonstrated by a lack of clinical symptoms and qRT-PCR
analysis. In a large scale field trial, spraying cattle in an FMD outbreak zone with
kombucha protected against infection. Chinese herbal kombucha may be a useful
probiotic agent for managing FMD outbreaks.
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Affiliation(s)
- Naifang Fu
- National Research Center for Cassava Processing and Development, Tropical Crops Genetic Resources Institute, People's Republic of China
| | - Juncai Wu
- National Research Center for Cassava Processing and Development, Tropical Crops Genetic Resources Institute, People's Republic of China
| | - Lv Lv
- National Foot and Mouth Diseases Reference Laboratory, Lanzhou Veterinary Research Institute, People's Republic of China
| | - Jijun He
- National Foot and Mouth Diseases Reference Laboratory, Lanzhou Veterinary Research Institute, People's Republic of China
| | - Shengjun Jiang
- National Research Center for Cassava Processing and Development, Tropical Crops Genetic Resources Institute, People's Republic of China
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36
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Gilchrist CA, Turner SD, Riley MF, Petri WA, Hewlett EL. Whole-genome sequencing in outbreak analysis. Clin Microbiol Rev 2015; 28:541-63. [PMID: 25876885 PMCID: PMC4399107 DOI: 10.1128/cmr.00075-13] [Citation(s) in RCA: 146] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
In addition to the ever-present concern of medical professionals about epidemics of infectious diseases, the relative ease of access and low cost of obtaining, producing, and disseminating pathogenic organisms or biological toxins mean that bioterrorism activity should also be considered when facing a disease outbreak. Utilization of whole-genome sequencing (WGS) in outbreak analysis facilitates the rapid and accurate identification of virulence factors of the pathogen and can be used to identify the path of disease transmission within a population and provide information on the probable source. Molecular tools such as WGS are being refined and advanced at a rapid pace to provide robust and higher-resolution methods for identifying, comparing, and classifying pathogenic organisms. If these methods of pathogen characterization are properly applied, they will enable an improved public health response whether a disease outbreak was initiated by natural events or by accidental or deliberate human activity. The current application of next-generation sequencing (NGS) technology to microbial WGS and microbial forensics is reviewed.
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Affiliation(s)
- Carol A Gilchrist
- Department of Medicine, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Stephen D Turner
- Department of Public Health, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Margaret F Riley
- Department of Public Health, School of Medicine, University of Virginia, Charlottesville, Virginia, USA School of Law, University of Virginia, Charlottesville, Virginia, USA Batten School of Leadership and Public Policy, University of Virginia, Charlottesville, Virginia, USA
| | - William A Petri
- Department of Medicine, School of Medicine, University of Virginia, Charlottesville, Virginia, USA Department of Microbiology, School of Medicine, University of Virginia, Charlottesville, Virginia, USA Department of Pathology, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Erik L Hewlett
- Department of Medicine, School of Medicine, University of Virginia, Charlottesville, Virginia, USA Department of Microbiology, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
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Lian K, Yang F, Zhu Z, Cao W, Jin Y, Li D, Zhang K, Guo J, Zheng H, Liu X. Recovery of infectious type Asia1 foot-and-mouth disease virus from suckling mice directly inoculated with an RNA polymerase I/II-driven unidirectional transcription plasmid. Virus Res 2015; 208:73-81. [PMID: 26091821 DOI: 10.1016/j.virusres.2015.06.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2015] [Revised: 05/18/2015] [Accepted: 06/05/2015] [Indexed: 11/15/2022]
Abstract
We developed an RNA polymerase (pol) I- and II-driven plasmid-based reverse genetics system to rescue infectious foot-and-mouth disease virus (FMDV) from cloned cDNA. In this plasmid-based transfection, the full-length viral cDNA was flanked by hammerhead ribozyme (HamRz) and hepatitis delta ribozyme (HdvRz) sequences, which were arranged downstream of the two promoters (cytomegalovirus (CMV) and pol I promoter) and upstream of the terminators and polyadenylation signal, respectively. The utility of this method was demonstrated by the recovery of FMDV Asia1 HN/CHA/06 in BHK-21 cells transfected with cDNA plasmids. Furthermore, infectious FMDV Asia1 HN/CHA/06 could be rescued from suckling mice directly inoculated with cDNA plasmids. Thus, this reverse genetics system can be applied to fundamental research and vaccine studies, most notably to rescue those viruses for which there is currently an absence of a suitable cell culture system.
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Affiliation(s)
- Kaiqi Lian
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Fan Yang
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Zixiang Zhu
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Weijun Cao
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Ye Jin
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Dan Li
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Keshan Zhang
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Jianhong Guo
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
| | - Haixue Zheng
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China.
| | - Xiangtao Liu
- State Key Laboratory of Veterinary Etiological Biology, National Foot and Mouth Diseases Reference Laboratory, Key Laboratory of Animal Virology of Ministry of Agriculture, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
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Kittelberger R, Nfon C, Swekla K, Zhang Z, Hole K, Bittner H, Salo T, Goolia M, Embury-Hyatt C, Bueno R, Hannah M, Swainsbury R, O'Sullivan C, Spence R, Clough R, McFadden A, Rawdon T, Alexandersen S. Foot-and-Mouth Disease in Red Deer - Experimental Infection and Test Methods Performance. Transbound Emerg Dis 2015; 64:213-225. [DOI: 10.1111/tbed.12363] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Indexed: 11/29/2022]
Affiliation(s)
- R. Kittelberger
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - C. Nfon
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - K. Swekla
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - Z. Zhang
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - K. Hole
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - H. Bittner
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - T. Salo
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - M. Goolia
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - C. Embury-Hyatt
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
| | - R. Bueno
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - M. Hannah
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - R. Swainsbury
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - C. O'Sullivan
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - R. Spence
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - R. Clough
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - A. McFadden
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - T. Rawdon
- Investigation and Diagnostic Centre Wallaceville; Ministry for Primary Industries; Upper Hutt New Zealand
| | - S. Alexandersen
- National Centres for Animal Disease - Winnipeg Laboratory; Canadian Food Inspection Agency; Winnipeg MB Canada
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Valdazo-González B, Kim JT, Soubeyrand S, Wadsworth J, Knowles NJ, Haydon DT, King DP. The impact of within-herd genetic variation upon inferred transmission trees for foot-and-mouth disease virus. INFECTION GENETICS AND EVOLUTION 2015; 32:440-8. [PMID: 25861750 PMCID: PMC7106308 DOI: 10.1016/j.meegid.2015.03.032] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Revised: 03/05/2015] [Accepted: 03/26/2015] [Indexed: 11/26/2022]
Abstract
45 full FMDV genomes were analysed from farms infected in the UK during 2007. Analyses revealed intra-herd clustering consistent with virus transmission events. Inter-herd sequence differences were estimated to be 4.6 nucleotides. Random selection of 1 sequence from each herd generated similar transmission trees. These results will help to design cost-effective approaches for the control of FMD.
Full-genome sequences have been used to monitor the fine-scale dynamics of epidemics caused by RNA viruses. However, the ability of this approach to confidently reconstruct transmission trees is limited by the knowledge of the genetic diversity of viruses that exist within different epidemiological units. In order to address this question, this study investigated the variability of 45 foot-and-mouth disease virus (FMDV) genome sequences (from 33 animals) that were collected during 2007 from eight premises (10 different herds) in the United Kingdom. Bayesian and statistical parsimony analysis demonstrated that these sequences exhibited clustering which was consistent with a transmission scenario describing herd-to-herd spread of the virus. As an alternative to analysing all of the available samples in future epidemics, the impact of randomly selecting one sequence from each of these herds was used to assess cost-effective methods that might be used to infer transmission trees during FMD outbreaks. Using these approaches, 85% and 91% of the resulting topologies were either identical or differed by only one edge from a reference tree comprising all of the sequences generated within the outbreak. The sequence distances that accrued during sequential transmission events between epidemiological units was estimated to be 4.6 nucleotides, although the genetic variability between viruses recovered from chronic carrier animals was higher than between viruses from animals with acute-stage infection: an observation which poses challenges for the use of simple approaches to infer transmission trees. This study helps to develop strategies for sampling during FMD outbreaks, and provides data that will guide the development of further models to support control policies in the event of virus incursions into FMD free countries.
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Affiliation(s)
| | - Jan T Kim
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 0NF, United Kingdom
| | - Samuel Soubeyrand
- INRA, UR546 Biostatistics and Spatial Processes, F-84914 Avignon, France
| | - Jemma Wadsworth
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 0NF, United Kingdom
| | - Nick J Knowles
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 0NF, United Kingdom
| | - Daniel T Haydon
- Institute of Biodiversity, Animal Health and Comparative Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Donald P King
- The Pirbright Institute, Ash Road, Pirbright, Surrey GU24 0NF, United Kingdom.
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Weisberg AJ, Elmarakeby HA, Heath LS, Vinatzer BA. Similarity-based codes sequentially assigned to ebolavirus genomes are informative of species membership, associated outbreaks, and transmission chains. Open Forum Infect Dis 2015; 2:ofv024. [PMID: 26034773 PMCID: PMC4438903 DOI: 10.1093/ofid/ofv024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Accepted: 02/12/2015] [Indexed: 11/14/2022] Open
Abstract
Genome-similarity based codes were assigned to individual ebolavirus isolates. Codes were found to be informative of phylogenetic and epidemiological relationships. It is proposed that such codes should be assigned to every genome-sequenced virus to complement current viral taxonomy. Background. Developing a universal standardized microbial typing and nomenclature system that provides phylogenetic and epidemiological information in real time has never been as urgent in public health as it is today. We previously proposed to use genome similarity as the basis for immediate and precise typing and naming of individual organisms or viruses. In this study, we tested the validity of the proposed system and applied it to the epidemiology of infectious diseases using Ebola virus disease (EVD) outbreaks as the example. Methods. One hundred twenty-eight publicly available ebolavirus genomes were compared with each other, and average nucleotide identity (ANI) was calculated. The ANI was then used to assign unique codes, hereafter referred to as Life Identification Numbers (LINs), to every viral isolate, whereby each LIN consisted of a series of positions reflecting increasing genome similarity. Congruence of LINs with phylogenetic and epidemiological relationships was then determined. Results. Assigned LINs correlate with phylogeny at the species and infraspecies level and can even identify some individual transmission chains during the 2014–2015 EVD epidemic in West Africa. Conclusions. Life Identification Numbers can provide a fast, automated, standardized, and scalable approach to precisely identify and name viral isolates upon genome sequence submission, facilitating unambiguous communication during disease epidemics among clinicians, epidemiologists, and governments.
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Abstract
Biothreats are a high priority concern for public safety and national security. The field of microbial forensics was developed to analyze evidence associated with biological crimes in which microbes or their toxins are used as weapons. Microbial forensics is the scientific discipline dedicated to analyzing evidence from a bioterrorism act, biocrime, hoax, or inadvertent microorganism/toxin release for attribution purposes. Microbial forensics combines the practices of epidemiology with the characterization of microbial and microbial-related evidence to assist in determining the specific source of the sample, as individualizing as possible, and/or the methods, means, processes and locations involved to determine the identity of the perpetrator(s) of an attack.
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42
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What has molecular epidemiology ever done for wildlife disease research? Past contributions and future directions. EUR J WILDLIFE RES 2014. [DOI: 10.1007/s10344-014-0882-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Mahapatra M, Yuvaraj S, Madhanmohan M, Subramaniam S, Pattnaik B, Paton DJ, Srinivasan VA, Parida S. Antigenic and genetic comparison of foot-and-mouth disease virus serotype O Indian vaccine strain, O/IND/R2/75 against currently circulating viruses. Vaccine 2014; 33:693-700. [PMID: 25500306 PMCID: PMC4315132 DOI: 10.1016/j.vaccine.2014.11.058] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Revised: 11/26/2014] [Accepted: 11/28/2014] [Indexed: 10/30/2022]
Abstract
Foot-and-mouth disease (FMD) virus serotype O is the most common cause of FMD outbreaks in India and three of the six lineages that have been described are most frequently detected, namely Ind2001, PanAsia and PanAsia 2. We report the full capsid sequence of 21 serotype O viruses isolated from India between 2002 and 2012. All these viruses belong to the Middle East-South Asia (ME-SA) topotype. The serological cross-reactivity of a bovine post-vaccination serum pool raised against the current Indian vaccine strain, O/IND/R2/75,was tested by virus neutralisation test with the 23 Indian field isolates, revealing a good match between the vaccine and the field isolates. The cross reactivity of the O/IND/R2/75 vaccine with 19 field isolates from other countries (mainly from Asia and Africa) revealed a good match to 79% of the viruses indicating that the vaccine strain is broadly cross-reactive and could be used to control FMD in other countries. Comparison of the capsid sequences of the serologically non-matching isolates with the vaccine strain sequence identified substitutions in neutralising antigenic sites 1 and 2, which could explain the observed serological differences.
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Affiliation(s)
- Mana Mahapatra
- The Pirbright Institute, Ash Road, Woking GU24 0NF, Surrey, UK
| | - S Yuvaraj
- Foot-and-Mouth Disease Virus Laboratory, Research and Development Centre, Indian Immunologicals Limited, Gachibowli, Hyderabad 500 032, India
| | - M Madhanmohan
- Foot-and-Mouth Disease Virus Laboratory, Research and Development Centre, Indian Immunologicals Limited, Gachibowli, Hyderabad 500 032, India
| | - S Subramaniam
- Project Directorate on Foot-and-Mouth Disease, IVRI Campus, Mukteswar-Kumaon, Nainital 263138, Uttarakhand, India
| | - B Pattnaik
- Project Directorate on Foot-and-Mouth Disease, IVRI Campus, Mukteswar-Kumaon, Nainital 263138, Uttarakhand, India
| | - D J Paton
- The Pirbright Institute, Ash Road, Woking GU24 0NF, Surrey, UK
| | - V A Srinivasan
- Foot-and-Mouth Disease Virus Laboratory, Research and Development Centre, Indian Immunologicals Limited, Gachibowli, Hyderabad 500 032, India.
| | - Satya Parida
- The Pirbright Institute, Ash Road, Woking GU24 0NF, Surrey, UK.
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44
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Abstract
The number of emerging infectious diseases is increasing. Characterizing novel or re-emerging infections is aided by the availability of pathogen genomes. In this review, we evaluate methods that exploit pathogen sequences and the contribution of genomic analysis to understand the epidemiology of recently emerged infectious diseases.
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45
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Logan G, Freimanis GL, King DJ, Valdazo-González B, Bachanek-Bankowska K, Sanderson ND, Knowles NJ, King DP, Cottam EM. A universal protocol to generate consensus level genome sequences for foot-and-mouth disease virus and other positive-sense polyadenylated RNA viruses using the Illumina MiSeq. BMC Genomics 2014; 15:828. [PMID: 25269623 PMCID: PMC4247156 DOI: 10.1186/1471-2164-15-828] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2014] [Accepted: 09/22/2014] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Next-Generation Sequencing (NGS) is revolutionizing molecular epidemiology by providing new approaches to undertake whole genome sequencing (WGS) in diagnostic settings for a variety of human and veterinary pathogens. Previous sequencing protocols have been subject to biases such as those encountered during PCR amplification and cell culture, or are restricted by the need for large quantities of starting material. We describe here a simple and robust methodology for the generation of whole genome sequences on the Illumina MiSeq. This protocol is specific for foot-and-mouth disease virus (FMDV) or other polyadenylated RNA viruses and circumvents both the use of PCR and the requirement for large amounts of initial template. RESULTS The protocol was successfully validated using five FMDV positive clinical samples from the 2001 epidemic in the United Kingdom, as well as a panel of representative viruses from all seven serotypes. In addition, this protocol was successfully used to recover 94% of an FMDV genome that had previously been identified as cell culture negative. Genome sequences from three other non-FMDV polyadenylated RNA viruses (EMCV, ERAV, VESV) were also obtained with minor protocol amendments. We calculated that a minimum coverage depth of 22 reads was required to produce an accurate consensus sequence for FMDV O. This was achieved in 5 FMDV/O/UKG isolates and the type O FMDV from the serotype panel with the exception of the 5' genomic termini and area immediately flanking the poly(C) region. CONCLUSIONS We have developed a universal WGS method for FMDV and other polyadenylated RNA viruses. This method works successfully from a limited quantity of starting material and eliminates the requirement for genome-specific PCR amplification. This protocol has the potential to generate consensus-level sequences within a routine high-throughput diagnostic environment.
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Affiliation(s)
- Grace Logan
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey GU24 0NF United Kingdom
| | - Graham L Freimanis
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey GU24 0NF United Kingdom
| | - David J King
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey GU24 0NF United Kingdom
| | | | | | - Nicholas D Sanderson
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey GU24 0NF United Kingdom
| | - Nick J Knowles
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey GU24 0NF United Kingdom
| | - Donald P King
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey GU24 0NF United Kingdom
| | - Eleanor M Cottam
- The Pirbright Institute, Ash Road, Pirbright, Woking, Surrey GU24 0NF United Kingdom
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Di Nardo A, Knowles NJ, Wadsworth J, Haydon DT, King DP. Phylodynamic reconstruction of O CATHAY topotype foot-and-mouth disease virus epidemics in the Philippines. Vet Res 2014; 45:90. [PMID: 25209700 PMCID: PMC4177241 DOI: 10.1186/s13567-014-0090-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2014] [Accepted: 08/08/2014] [Indexed: 11/10/2022] Open
Abstract
Reconstructing the evolutionary history, demographic signal and dispersal processes from viral genome sequences contributes to our understanding of the epidemiological dynamics underlying epizootic events. In this study, a Bayesian phylogenetic framework was used to explore the phylodynamics and spatio-temporal dispersion of the O CATHAY topotype of foot-and-mouth disease virus (FMDV) that caused epidemics in the Philippines between 1994 and 2005. Sequences of the FMDV genome encoding the VP1 showed that the O CATHAY FMD epizootic in the Philippines resulted from a single introduction and was characterised by three main transmission hubs in Rizal, Bulacan and Manila Provinces. From a wider regional perspective, phylogenetic reconstruction of all available O CATHAY VP1 nucleotide sequences identified three distinct sub-lineages associated with country-based clusters originating in Hong Kong Special Administrative Region (SAR), the Philippines and Taiwan. The root of this phylogenetic tree was located in Hong Kong SAR, representing the most likely source for the introduction of this lineage into the Philippines and Taiwan. The reconstructed O CATHAY phylodynamics revealed three chronologically distinct evolutionary phases, culminating in a reduction in viral diversity over the final 10 years. The analysis suggests that viruses from the O CATHAY topotype have been continually maintained within swine industries close to Hong Kong SAR, following the extinction of virus lineages from the Philippines and the reduced number of FMD cases in Taiwan.
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47
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Lin YL, Chang CY, Pan CH, Deng MC, Tsai HJ, Lee F. First finding of Southeast Asia topotype of foot-and-mouth disease virus in Kinmen, Taiwan, in the 2012 outbreak. J Vet Med Sci 2014; 76:1479-85. [PMID: 25056674 PMCID: PMC4272980 DOI: 10.1292/jvms.14-0167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Foot-and-mouth disease virus, a member of genus Aphthovirus within the family Picornaviridae, affects cloven-hoofed animals, causing foot-and-mouth disease characterized by vesicle development. The Southeast Asia topotype, one of the topotypes within serotype O of the virus, is prevalent in some Asian countries, but had not previously been found in Taiwan. The topotype was first found in pigs in Kinmen Island, Taiwan, in 2012 and identified by nucleotide sequence comparison and phylogenetic analysis. Outbreaks were reported at 4 farms, resulting in the culling of 628 pigs and 1 cattle. Pigs were the only species infected during the outbreak. The incursion of Southeast Asia topotype into Taiwan implies the expansion of the topotype in East Asia.
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Affiliation(s)
- Yeou-Liang Lin
- Animal Health Research Institute, 376 Chung Cheng Road, Tamsui District, New Taipei City 25158, Taiwan
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48
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Marakeby H, Badr E, Torkey H, Song Y, Leman S, Monteil CL, Heath LS, Vinatzer BA. A system to automatically classify and name any individual genome-sequenced organism independently of current biological classification and nomenclature. PLoS One 2014; 9:e89142. [PMID: 24586551 PMCID: PMC3931686 DOI: 10.1371/journal.pone.0089142] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Accepted: 01/14/2014] [Indexed: 11/29/2022] Open
Abstract
A broadly accepted and stable biological classification system is a prerequisite for biological sciences. It provides the means to describe and communicate about life without ambiguity. Current biological classification and nomenclature use the species as the basic unit and require lengthy and laborious species descriptions before newly discovered organisms can be assigned to a species and be named. The current system is thus inadequate to classify and name the immense genetic diversity within species that is now being revealed by genome sequencing on a daily basis. To address this lack of a general intra-species classification and naming system adequate for today's speed of discovery of new diversity, we propose a classification and naming system that is exclusively based on genome similarity and that is suitable for automatic assignment of codes to any genome-sequenced organism without requiring any phenotypic or phylogenetic analysis. We provide examples demonstrating that genome similarity-based codes largely align with current taxonomic groups at many different levels in bacteria, animals, humans, plants, and viruses. Importantly, the proposed approach is only slightly affected by the order of code assignment and can thus provide codes that reflect similarity between organisms and that do not need to be revised upon discovery of new diversity. We envision genome similarity-based codes to complement current biological nomenclature and to provide a universal means to communicate unambiguously about any genome-sequenced organism in fields as diverse as biodiversity research, infectious disease control, human and microbial forensics, animal breed and plant cultivar certification, and human ancestry research.
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Affiliation(s)
- Haitham Marakeby
- Department of Computer Science, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Eman Badr
- Department of Computer Science, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Hanaa Torkey
- Department of Computer Science, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Yuhyun Song
- Department of Statistics, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Scotland Leman
- Department of Statistics, Virginia Tech, Blacksburg, Virginia, United States of America
| | - Caroline L. Monteil
- Department of Plant Pathology, Physiology and Weed Science, Virginia Tech, Blacksburg, Virginia, United States of America
- INRA, UR0407 Pathologie Végétale; Montfavet, France
| | - Lenwood S. Heath
- Department of Computer Science, Virginia Tech, Blacksburg, Virginia, United States of America
- This Genomic Life Inc., Blacksburg, Virginia, United States of America
| | - Boris A. Vinatzer
- Department of Plant Pathology, Physiology and Weed Science, Virginia Tech, Blacksburg, Virginia, United States of America
- This Genomic Life Inc., Blacksburg, Virginia, United States of America
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49
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Chang Y, Dou Y, Bao H, Luo X, Liu X, Mu K, Liu Z, Liu X, Cai X. Multiple microRNAs targeted to internal ribosome entry site against foot-and-mouth disease virus infection in vitro and in vivo. Virol J 2014; 11:1. [PMID: 24393133 PMCID: PMC3903555 DOI: 10.1186/1743-422x-11-1] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2013] [Accepted: 12/27/2013] [Indexed: 11/25/2022] Open
Abstract
Background Foot-and-mouth disease virus (FMDV) causes a severe vesicular disease in domestic and wild cloven-hoofed animals. Because of the limited early protection induced by current vaccines, emergency antiviral strategies to control the rapid spread of FMD outbreaks are needed. Here we constructed multiple microRNAs (miRNAs) targeting the internal ribosome entry site (IRES) element of FMDV and investigated the effect of IRES-specific miRNAs on FMDV replication in baby hamster kidney (BHK-21) cells and suckling mice. Results Four IRES-specific miRNAs significantly reduced enhanced green fluorescent protein (EGFP) expression from IRES-EGFP reporter plasmids, which were used with each miRNA expression plasmid in co-transfection of BHK-21 cells. Furthermore, treatment of BHK-21 cells with Bi-miRNA (a mixture of two miRNA expression plasmids) and Dual-miRNA (a co-cistronic expression plasmid containing two miRNA hairpin structures) induced more efficient and greater inhibition of EGFP expression than did plasmids carrying single miRNA sequences. Stably transformed BHK-21 cells and goat fibroblasts with an integrating IRES-specific Dual-miRNA were generated, and real-time quantitative RT-PCR showed that the Dual-miRNA was able to effectively inhibit the replication of FMDV (except for the Mya98 strain) in the stably transformed BHK-21 cells. The Dual-miRNA plasmid significantly delayed the deaths of suckling mice challenged with 50× and 100× the 50% lethal dose (LD50) of FMDV vaccine strains of three serotypes (O, A and Asia 1), and induced partial/complete protection against the prevalent PanAsia-1 and Mya98 strains of FMDV serotype O. Conclusion These data demonstrate that IRES-specific miRNAs can significantly inhibit FMDV infection in vitro and in vivo.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Xuepeng Cai
- State Key Laboratory of Veterinary Etiological Biology, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730046, Gansu, P, R of China.
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50
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Abstract
Transmission events are the fundamental building blocks of the dynamics of any infectious disease. Much about the epidemiology of a disease can be learned when these individual transmission events are known or can be estimated. Such estimations are difficult and generally feasible only when detailed epidemiological data are available. The genealogy estimated from genetic sequences of sampled pathogens is another rich source of information on transmission history. Optimal inference of transmission events calls for the combination of genetic data and epidemiological data into one joint analysis. A key difficulty is that the transmission tree, which describes the transmission events between infected hosts, differs from the phylogenetic tree, which describes the ancestral relationships between pathogens sampled from these hosts. The trees differ both in timing of the internal nodes and in topology. These differences become more pronounced when a higher fraction of infected hosts is sampled. We show how the phylogenetic tree of sampled pathogens is related to the transmission tree of an outbreak of an infectious disease, by the within-host dynamics of pathogens. We provide a statistical framework to infer key epidemiological and mutational parameters by simultaneously estimating the phylogenetic tree and the transmission tree. We test the approach using simulations and illustrate its use on an outbreak of foot-and-mouth disease. The approach unifies existing methods in the emerging field of phylodynamics with transmission tree reconstruction methods that are used in infectious disease epidemiology.
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