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Journal of theoretical biology2013; 343; 1-8; doi: 10.1016/j.jtbi.2013.11.003

Understanding virus-host dynamics following EIAV infection in SCID horses.

Abstract: We develop a mathematical model for the interaction between two competing equine infectious anemia virus strains and neutralizing antibodies. We predict that elimination of one or both virus strains depends on the initial antibody levels, the strength of antibody mediated neutralization, and the persistence of antibody over time. We further show that the ability of a subdominant, neutralization resistant virus to dominate the infection transiently or permanently is dependent on the antibody-mediated neutralization effect. Finally, we determine conditions for persistence of both virus strains. We fit our models to virus titers from horses (foals) with severe combined immunodeficiency to estimate virus-host parameters and to validate analytical results.
Publication Date: 2013-11-16 PubMed ID: 24252283DOI: 10.1016/j.jtbi.2013.11.003Google Scholar: Lookup
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  • Journal Article
  • Research Support
  • U.S. Gov't
  • Non-P.H.S.

Summary

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The researchers created a mathematical model to understand the interaction between two strains of equine infectious anemia virus and neutralizing antibodies. They found that the elimination of the virus strains depends on initial antibody levels, the effectiveness of antibodies in neutralizing the virus, and the persistence of the antibodies. They also discovered that how long a subdominant virus can control the infection depends on the effect of antibody-mediated neutralization.

Detailed Explanation of Research Paper

  • The study presents a mathematical model developed to understand the interactions between two strains of the Equine Infectious Anemia Virus (EIAV) and neutralizing antibodies. EIAV is a persistently infecting and lethal disease in horses causing severe immune response, anemia, and death.
  • According to the model, the possibility of eliminating one or both strains of the virus is dependent on several factors; these include the initial levels of neutralizing antibodies released by the immune system, the strength of antibody-mediated neutralization, and the persistence of these antibodies over time.
  • The research goes further to highlight that a subdominant and resistant strain of the virus has the ability to dominate the infection either transiently or permanently. This domination, however, is dependent on whether the antibodies can effectively neutralize the virus.
  • The study ventures into establishing the conditions necessary for both strains of the virus to persist in the host. This is vital for understanding the disease progression and possibly developing more effective treatments.
  • To ensure the results obtained are not just theoretically sound but also practical, the researchers fit their models to virus titers from SCID (severe combined immunodeficiency) horses. SCID is a rare genetic disease that severely impairs the immune system, making the host susceptible to multiple infections.
  • This application allowed the researchers to estimate various virus-host parameters and validate the results obtained from their theoretical computation, ensuring that their model accurately depicts the real-world interactions between the virus strains and the host’s immune responses.

Cite This Article

APA
Ciupe SM, Schwartz EJ. (2013). Understanding virus-host dynamics following EIAV infection in SCID horses. J Theor Biol, 343, 1-8. https://doi.org/10.1016/j.jtbi.2013.11.003

Publication

ISSN: 1095-8541
NlmUniqueID: 0376342
Country: England
Language: English
Volume: 343
Pages: 1-8
PII: S0022-5193(13)00528-6

Researcher Affiliations

Ciupe, Stanca M
  • Department of Mathematics, Virginia Tech, Blacksburg, VA 24060, United States. Electronic address: stanca@math.vt.edu.
Schwartz, Elissa J
  • School of Biological Sciences and Department of Mathematics, Washington State University, Pullman, WA 99164, United States.

MeSH Terms

  • Animals
  • Computer Simulation
  • Equine Infectious Anemia / virology
  • Horses / virology
  • Host-Pathogen Interactions
  • Infectious Anemia Virus, Equine / physiology
  • Models, Biological
  • Mutation / genetics
  • Numerical Analysis, Computer-Assisted
  • RNA, Viral / metabolism
  • Severe Combined Immunodeficiency / veterinary
  • Severe Combined Immunodeficiency / virology

Citations

This article has been cited 4 times.
  1. Hull-Nye D, Meadows T, Smith SR, Schwartz EJ. Key Factors and Parameter Ranges for Immune Control of Equine Infectious Anemia Virus Infection. Viruses 2023 Mar 6;15(3).
    doi: 10.3390/v15030691pubmed: 36992401google scholar: lookup
  2. Schwartz EJ, Costris-Vas C, Smith SR. Modelling Mutation in Equine Infectious Anemia Virus Infection Suggests a Path to Viral Clearance with Repeated Vaccination. Viruses 2021 Dec 6;13(12).
    doi: 10.3390/v13122450pubmed: 34960718google scholar: lookup
  3. Ciupe SM, Heffernan JM. In-host modeling. Infect Dis Model 2017 May;2(2):188-202.
    doi: 10.1016/j.idm.2017.04.002pubmed: 29928736google scholar: lookup
  4. Schwartz EJ, Smith RJ. Identifying the Conditions Under Which Antibodies Protect Against Infection by Equine Infectious Anemia Virus. Vaccines (Basel) 2014 May 27;2(2):397-421.
    doi: 10.3390/vaccines2020397pubmed: 26344625google scholar: lookup