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Deterministic and Stochastic Models of the Spread of Streptococcal Disease and Its Sequel

Deterministic and Stochastic Models of the Spread of Streptococcal Disease and Its Sequel

Original Research ArticleAug 18, 2020Vol. 21 No. 1 (2021)

Abstract

The beta-hemolytic group A Streptococcus (GAS) is responsible for its sequel, acute rheumatic fever (ARF), which may lead to the more serious condition on other heart diseases. To gain a better understanding of the transmission in a population, we formulated epidemic models using a standard compartmental model and a continuous-time Markov chain. The models allow for the contribution of disease carrier and the effect of treatment. The equilibrium points and stability are analyzed in relation to the basic reproduction number based on the deterministic model. For the stochastic model, numerical simulation of sample paths is performed. The results indicate that the dynamic behavior for the two approaches depends on the epidemic threshold. Under stable endemic condition, most sample paths fluctuate around its mean and deterministic curve. On the other hand, when the basic reproduction number is less than one, the stochastic system undergoes a minor outbreak, while the deterministic curve approaches zero. The results are expected to be the first step of a deeper analysis of stochastic treatment linked to its deterministic counterpart.   

 

Keywords: group A Streptococcus; acute rheumatic fever; deterministic model; stochastic model; carriers

*Corresponding author: Tel.: (+66) 94 264 8255

                                          E-mail: klotpat@gmail.com

How to Cite

Patanarapeelert, N. undefined. ., Yokchoo, N. undefined. ., & Patanarapeelert*, K. undefined. . (2020). Deterministic and Stochastic Models of the Spread of Streptococcal Disease and Its Sequel. CURRENT APPLIED SCIENCE AND TECHNOLOGY, 104-114.

References

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  • Armstrong, C., 2010. AHA guidelines on prevention of rheumatic fever and diagnosis and treatment of acute streptococcal pharyngitis. American Family Physician, 81(3), 346-359.
  • Fauci, A.S., Braunwald, E., Kasper, D.L., Hauser, S.L., Longo, D.L., Jameson, J.L. and Loscalzo, J., 2008. Harrison's Principles of Internal Medicine. Vol II. 17th ed. New York: McGrow-Hill.
  • Mayo Clinic, 2017. Rheumatic Fever. [online] Available at: diseases-conditions/rheumatic-fever/symptoms-causes/syc-20354588 https://www.mayoclinic.org/
  • Choby, C., 2009. Diagnosis and treatment of streptococcal pharyngitis.American Family Physician, 79(5), 383-390.

Author Information

Nichaphat Patanarapeelert

Department of Mathematics, Faculty of Applied Science, King Mongkut’s University of Technology North Bangkok, Bangkok, Thailand

Natsuda Yokchoo

Department of Mathematics, Faculty of Applied Science, King Mongkut’s University of Technology North Bangkok, Bangkok, Thailand

Klot Patanarapeelert*

Department of Mathematics, Faculty of Science, Silpakorn University, Nakhon Pathom Province, Thailand

About this Article

Journal

Vol. 21 No. 1 (2021)

Type of Manuscript

Original Research Article

Keywords

group A Streptococcus; acute rheumatic fever; deterministic model; stochastic model; carriers

Published

18 August 2020