Theoretical Population Biology 86 (2013) 50–61
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Theoretical Population Biology
journal homepage: www.elsevier.com/locate/tpb
Modeling effective transmission pathways and control of the world’s
most successful parasite
Matthew Turner
a,b
, Suzanne Lenhart
b,c
, Benjamin Rosenthal
d
, Xiaopeng Zhao
a,c,∗
a
Department of Mechanical, Aerospace, and Biomedical Engineering, University of Tennessee, Knoxville, TN, United States
b
Department of Mathematics, University of Tennessee, Knoxville, TN, United States
c
National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, TN, United States
d
Animal Parasitic Disease Laboratory, US Department of Agriculture, Beltsville, MD 20705, United States
article info
Article history:
Received 2 November 2012
Available online 24 April 2013
Keywords:
Toxoplasma gondii
Epidemic model
Transmission mechanisms
Differential equations
abstract
Toxoplasma gondii (T. gondii) is a single-celled, intracellular protozoan responsible for the disease
toxoplasmosis. The parasite is prevalent worldwide, and it infects all warm-blooded vertebrates.
Consumption of meats in which this parasite has encysted confers risk of infection to people and
other animals, as does ingestion of water or foods contaminated with environmentally resistant oocysts
excreted by cats. Vertical transmission (from mother to offspring) is also possible, leading to disease
risk and contributing additional means of ensuring perpetuation of transmission. In this work, we
adopt a differential equation model to investigate the effective transmission pathways of T. gondii, as
well as potential control mechanisms. Detailed analyses are carried out to examine the significance of
transmission routes, virulence, vertical transmission, parasite-induced changes in host behavior, and
controls based on vaccination and harvesting. Modeling and analysis efforts may shed insights into
understanding the complex life cycle of T. gondii.
© 2013 Elsevier Inc. All rights reserved.
1. Introduction
Toxoplasma gondii (T. gondii) is the world’s most successful
known parasite. It is an obligate intracellular protozoan parasite,
which is highly transmissible and can even alter a host’s behavior
to increase its own transmission. T. gondii can be found anywhere
in the world, and it infects all warm-blooded vertebrates, including
mammals and birds. ‘‘We live in a sea of Toxoplasma’’, said
Dr. J. P. Dubey when remarking on T. gondii’s wide geographical
distribution and high prevalence across host species. T. gondii
infects 30% of the world’s population. Infections in humans
can cause life-threatening encephalitis in immunocompromised
persons such as AIDS patients or recipients of organ transplants.
Infection acquired during pregnancy may cause severe damage to
the fetus. Toxoplasma is a leading pathogen for foodborne disease
in the US. Each year, foodborne Toxoplasma results in $3 billion
in direct medical costs and lost wages, and causes significant loss
of quality life (Batz et al., 2011). Yet, the common pathways of
contamination for this pathogen are poorly understood.
T. gondii has a complex life cycle (Fig. 1). Felids (domestic
cats and their relatives) are the only definitive host in which
∗
Corresponding author at: Department of Mechanical, Aerospace, and Biomedi-
cal Engineering, University of Tennessee, Knoxville, TN, United States.
E-mail address: xzhao9@utk.edu (X. Zhao).
the parasite can reproduce sexually to generate oocysts. A large
number of unsporulated oocysts are shed in the cat’s feces;
however, oocyst shedding occurs for only 1–2 weeks. Within 1–5
days, oocysts in the environment sporulate and become infectious.
All warm-blooded vertebrates can serve as intermediate hosts,
which acquire infection through ingesting soil, water, or plants
contaminated with oocysts. Parasites in an intermediate host
undergo asexual replication. First, oocysts transform into a motile
form (tachyzoites) shortly after ingestion. These then develop
into relatively quiescent tissue cysts (bradyzoites), often localized
in neural and muscle tissue. Although cats may be infected by
ingesting sporulated oocysts, cats are far more susceptible to the
tissue cysts encountered by consuming infected prey. Importantly,
cats develop immunity to the parasites after primary infection,
usually as post-weaned kittens. Such immunity may wane after
a period of years in the absence of continual challenge (Dubey,
2009b), but all evidence suggests that adult cats rarely, if ever,
experience subsequent rounds of oocyst shedding. Humans can
be infected by ingesting undercooked meat containing tissue
cysts or from food/water contaminated by sporulated oocysts.
Humans can also be infected through blood transfusion or organ
transplantation. In addition, infection can be transmitted from
mother to fetus. In the human host, tissue cysts may remain
throughout the life of the host and are most commonly found in
skeletal muscle, myocardium, the brain, and eyes.
0040-5809/$ – see front matter © 2013 Elsevier Inc. All rights reserved.
http://dx.doi.org/10.1016/j.tpb.2013.04.001