Estimation of the basic reproduction number for Streptococcus equi spp. equi outbreaks by meta-analysis of strangles outbreak reports.
Abstract: Streptococcus equi spp. equi (S. equi), the cause of strangles in horses, is considered a highly contagious pathogen affecting equines and the equine industry worldwide. Fundamental epidemiological characteristics of outbreaks, such as the basic reproduction number (R ), are not well described. Objective: Estimate R for S. equi in equine populations from outbreak data. Methods: Systematic review and meta-analysis of published and unpublished data. Methods: A literature search for outbreak reports was carried out. Depending on data available in the reports, the early epidemic growth rate or final attack rate (AR) approach was used to estimate the basic reproduction number for that outbreak. Other recorded outbreak characteristics were the type of housing (group vs. individual). An overall estimate for R was computed by meta-analysis. Results: Data from eight outbreaks were extracted from peer-reviewed publications. Data from two additional, non-published outbreaks was also included in the meta-analysis. A conservative estimate for R was 2.2 (95% confidence interval [CI] 1.9-2.5). A less conservative estimate, including outbreaks with a 100% AR for which a lower limit R was estimated, was 2.7 (95% CI 2.1-3.3). Conclusions: Few papers describing longitudinal incidence data were found so most estimates were based on the outbreaks' final size. Several outbreaks had a 100% attack rate and could therefore only be included as a lower limit estimate in the meta-analysis. The reported result therefore may be an underestimation. Conclusions: This estimate for R for S. equi informs parameters for future mathematical modelling, quantifies desired preventive vaccine coverage and helps evaluate the effect of prevention strategies through future modelling studies.
© 2022 The Authors. Equine Veterinary Journal published by John Wiley & Sons Ltd on behalf of EVJ Ltd.
Publication Date: 2022-08-09 PubMed ID: 35866343DOI: 10.1111/evj.13865Google Scholar: Lookup
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- Systematic Review
- Meta-Analysis
- Journal Article
Summary
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This research seeks to estimate the basic reproduction number, or contagion parameter (R), of the bacteria Streptococcus equi spp. equi (S. equi) that causes strangles in horses. Using a meta-analysis approach, the observed R was found to be 2.2, suggesting each infected horse could potentially infect two more on average under certain conditions.
Objective and Methods
The research’s objective was to estimate the basic reproduction number (R) of S. equi in horse populations by analyzing data from various outbreaks. This information will help model future outbreaks and evaluate disease prevention strategies.
- The authors performed a systematic review and meta-analysis of previously published and unpublished data.
- A literature search was undertaken to find reports related to outbreaks of strangles.
- Depending on the data available in these reports, two different approaches were used to propagate the outbreaks and estimate R: either the early epidemic growth rate or final attack rate (AR).
- Other recorded characteristics of the outbreaks, such as the type of housing (group vs. individual), were also considered.
- An overall estimate of R was computed by implementing a meta-analysis on the data gathered.
Results
- Data from eight outbreaks was extracted from peer-reviewed publications and two more from unpublished sources, making a total of ten outbreaks for the meta-analysis.
- A conservative estimate of R resulted in a value of 2.2 (95% confidence interval [CI] 1.9-2.5).
- A less conservative estimate, factoring outbreaks with a 100% attack rate and providing a lower limit for R, resulted in a value of 2.7 (95% CI 2.1-3.3).
Conclusions
- There were a limited number of papers that provided longitudinal incidence data, resulting in most estimates being based on the final size of the outbreaks.
- Several outbreaks presented with a 100% attack rate, but these could only serve as lower limit estimates in the meta-analysis, possibly leading to an underestimation of the true R value.
- The estimated R value for S. equi will help inform future models of potential outbreaks, identify necessary preventive vaccine coverage, and assist in evaluating the effectiveness of disease prevention strategies.
Cite This Article
APA
Houben RMAC, van Maanen K, Kemp-Symonds JG, Waller AS, Sloet van Oldruitenborgh-Oosterbaan MM, Heesterbeek H.
(2022).
Estimation of the basic reproduction number for Streptococcus equi spp. equi outbreaks by meta-analysis of strangles outbreak reports.
Equine Vet J, 55(3), 506-514.
https://doi.org/10.1111/evj.13865 Publication
Researcher Affiliations
- Department of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands.
- Royal GD, Deventer, The Netherlands.
- Bransby Horses, Bransby, UK.
- Intervacc AB, Stockholm, Sweden.
- Department of Biomedical Science and Veterinary Public Health, Swedish University of Agricultural Sciences, Uppsala, Sweden.
- Department of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands.
- Department of Population Health Sciences, Faculty of Veterinary Medicine, Utrecht University, Utrecht, The Netherlands.
MeSH Terms
- Horses
- Animals
- Streptococcus equi
- Basic Reproduction Number / veterinary
- Horse Diseases / epidemiology
- Streptococcal Infections / epidemiology
- Streptococcal Infections / veterinary
- Disease Outbreaks / veterinary
Grant Funding
- Department of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University
References
This article includes 37 references
- Mitchell C, Steward KF, Charbonneau ARL, Walsh S, Wilson H, Timoney JF. Globetrotting strangles: the unbridled national and international transmission of Streptococcus equi between horses.. Microb Genom 2021;7(3):mgen000528.
- Boyle AG, Timoney JF, Newton JR, Hines MT, Waller AS, Buchanan BR. Streptococcus equi infections in horses: guidelines for treatment, control, and prevention of strangles-revised consensus statement.. J Vet Intern Med 2018;32(2):633-47.
- HBLB code of practice: Strangles. Available from: https://codes.hblb.org.uk/index.php/page/99. Accessed 1 February 2022.
- Newton JR, Wood JL, Dunn KA, DeBrauwere MN, Chanter N. Naturally occurring persistent and asymptomatic infection of the guttural pouches of horses with Streptococcus equi.. Vet Record 1997;140(4):84-90.
- Diekmann O, Heesterbeek H, Britton T. Mathematical tools for understanding infectious disease dynamics.. Princeton: Princeton University Press; 2013.
- Dietz K. The estimation of the basic reproduction number for infectious diseases.. Stat Methods Med Res 1993;2(1):23-41.
- Roberts MG, Heesterbeek JAP. Model-consistent estimation of the basic reproduction number from the incidence of an emerging infection.. J Math Biol 2007;55(5):803-16.
- Wallinga J, Lipsitch M. How generation intervals shape the relationship between growth rates and reproductive numbers.. Proc Roy Soc B Biol Sci 2007;274(1609):599-604.
- Sweeney CR, Benson CE, Whitlock RH, Meirs DA, Barningham SO, Whitehead SC. Description of an epizootic and persistence of Streptococcus equi infections in horses.. J Am Vet Med Assoc 1989;194(9):1281-6.
- Obadia T, Haneef R, Boëlle P-Y. The R0 package: a toolbox to estimate reproduction numbers for epidemic outbreaks.. BMC Med Inform Decis Mak 2012;12(1):147.
- R Core Team. R: a language and environment for statistical computing.. R Foundation for Statistical Computing. Vienna, Austria, 2021.
- Balduzzi S, Rücker G, Schwarzer G. How to perform a meta-analysis with R: a practical tutorial.. Evid Based Ment Health 2019;22(4):153-60.
- Higgins JPT, Thomas J, Chandler J, Cumpston M, Li T, Page MJ. Cochrane handbook for systematic reviews of interventions.. 2nd ed. Chichester, UK: John Wiley & Sons; 2019.
- Guss B, Flock M, Frykberg L, Waller AS, Robinson C, Smith KC. Getting to grips with strangles: an effective multi-component recombinant vaccine for the protection of horses from Streptococcus equi infection.. PLoS Pathog 2009;5(9):e1000584.
- Piché CA. Clinical observations on an outbreak of strangles.. Can Vet J 1984;25:7-11.
- Dalgleish R, Love S, Pirie HM, Pirie M, Taylor DJ, Wright NG. An outbreak of strangles in young ponies.. Vet Rec 1993;132(21):528-31.
- Zadeh FN, Pour FGA, Khajeh-Nasiri SM. Epizootiological investigation of strangles in the equine stables in Tehran.. J Equine Vet 1992;12(6):401-2.
- Newton JR, Verheyen K, Talbot NC, Timoney JF, Wood JL, Lakhani KH. Control of strangles outbreaks by isolation of guttural pouch carriers identified using PCR and culture of Streptococcus equi.. Equine Vet J 2000;32(6):515-26.
- Katayama M, Miyama M, Furuya S, Kuwamoto Y, Hobo S, Anzai T. Epidemiological analysis of a herd infected with strangles by imported carrier horse.. J Jpn Vet Med Assoc 2003;56(3):139-43.
- Wilsher S, Allen WR. Effects of a Streptococcus equi infection-mediated nutritional insult during mid-gestation in primiparous Thoroughbred fillies. Part 1: placental and fetal development.. Equine Vet J 2006;38(6):549-57.
- Davidson A, Traub-Dargatz JL, Magnuson R, Hill A, Irwin V, Newton R. Lack of correlation between antibody titers to fibrinogen-binding protein of Streptococcus equi and persistent carriers of strangles.. J Vet Diagn Invest 2008;20(4):457-62.
- Bhardwaj RK, Taku AK. An outbreak of strangles in horses.. Indian Vet J 2010;87(8):810-1.
- Riihimäki M, Aspán A, Ljung H, Pringle J. Long term dynamics of a Streptococcus equi ssp equi outbreak, assessed by qPCR and culture and seM sequencing in silent carriers of strangles.. Vet Microbiol 2018;223:107-12.
- Tscheschlok L, Venner M, Steward K, Böse R, Riihimäki M, Pringle J. Decreased clinical severity of strangles in weanlings associated with restricted seroconversion to optimized Streptococcus equi ssp equi assays.. J Vet Intern Med 2018;32(1):459-64.
- Vynnycky E, White R. Chapter 1: introduction. An introduction to infectious disease modelling.. Oxford: Oxford University Press; 2010. p. 8.
- Satou K, Nishiura H. Basic reproduction number for equine-2 influenza virus a (H3N8) epidemic in racehorse facilities in Japan, 1971.. J Equine Vet 2006;26(7):310-6.
- Daly JM, Newton JR, Wood JLN, Park AW. What can mathematical models bring to the control of equine influenza?. Equine Vet J 2013;45(6):784-8.
- Landolt GA, Townsend HGG, Lunn DP. Chapter 13 - Equine influenza infection.. In: Sellon DC, Long MT, editors. Equine infectious diseases. 2nd ed. St Louis: W.B. Saunders; 2014. p. 141-51.
- Chanter N, Talbot NC, Newton JR, Hewson D, Verheyen K. Streptococcus equi with truncated M-proteins isolated from outwardly healthy horses.. Microbiology 2000;146(Pt 6):1361-9.
- Harris SR, Robinson C, Steward KF, Webb KS, Paillot R, Parkhill J. Genome specialization and decay of the strangles pathogen, Streptococcus equi, is driven by persistent infection.. Genome Res 2015;25:1360-71.
- Pringle J, Venner M, Tscheschlok L, Bächi L, Riihimäki M. Long term silent carriers of Streptococcus equi ssp. equi following strangles; carrier detection related to sampling site of collection and culture versus qPCR.. Vet J 2019;246:66-70.
- Jacobs AA, Goovaerts D, Nuijten PJ, Theelen RP, Hartford OM, Foster TJ. Investigations towards an efficacious and safe strangles vaccine: submucosal vaccination with a live attenuated Streptococcus equi.. Vet Record 2000;147(20):563-7.
- Robinson C, Waller AS, Frykberg L, Flock M, Zachrisson O, Guss B. Intramuscular vaccination with Strangvac is safe and induces protection against equine strangles caused by Streptococcus equi.. Vaccine 2020;38(31):4861-8.
- Panagiotopoulos T, Antoniadou I, Valassi-Adam E. Increase in congenital rubella occurrence after immunisation in Greece: retrospective survey and systematic review.. BMJ 1999;319(7223):1462-7.
- Anderson RM, May RM. Vaccination against rubella and measles: quantitative investigations of different policies.. J Hyg 1983;90(2):259-325.
- Delamater PL, Street EJ, Leslie TF, Yang YT, Jacobsen KH. Complexity of the basic reproduction number (R0).. Emerg Infect Dis 2019;25(1):1-4.
- Hamlen HJ, Timoney JF, Bell RJ. Epidemiologic and immunologic characteristics of Streptococcus equi infection in foals.. J Am Vet Med Assoc 1994;204(5):768-75.
Citations
This article has been cited 2 times.- McGlennon AA, Verheyen KL, Newton JR, van Tonder A, Wilson H, Parkhill J, de Brauwere N, Frosth S, Waller AS. Unwelcome neighbours: Tracking the transmission of Streptococcus equi in the United Kingdom horse population. Equine Vet J 2026 Mar;58(2):533-548.
- de la Cuesta-Torrado M, Velloso Alvarez A, Santiago-Llorente I, Armengou L, Nieto F, Ríos J, Cruz-López F, Jose-Cunilleras E. Risk Factors and Long-Term Outcomes in Horses After the 2021 Outbreak of Equine Herpesvirus 1 Myeloencephalopathy, Valencia, Spain. J Vet Intern Med 2025 Mar-Apr;39(2):e70040.
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