Modeling and optimal regulation of erythropoiesis subject to benzene intoxication
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1.
Center for Research in Scientific Computation, North Carolina State University, Raleigh, NC 27695-8212
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2.
Department of Mathematics and Computer Science, Meredith College, Raleigh, NC 27607
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3.
CIIT Centers for Health Research, Research Triangle Park, NC 27709
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4.
Center for Research in Scientific Computation, North Carolina State University, Raleigh, NC 27695
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Received:
01 February 2004
Accepted:
29 June 2018
Published:
01 March 2004
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MSC :
34K60, 34K35, 65M60, 92C37, 93C20.
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Benzene (C6H6) is a highly
flammable, colorless liquid. Ubiquitous exposures result from its presence in gasoline vapors, cigarette smoke, and
industrial processes. Benzene increases the incidence of leukemia in humans
when they are exposed to high doses for extended periods; however, leukemia
risks in humans subjected to low exposures are uncertain. The exposure-dose-
response relationship of benzene in humans is expected to be nonlinear because
benzene undergoes a series of metabolic transformations, detoxifying and activating, resulting in various metabolites that exert toxic effects on the bone
marrow.
 
Since benzene is a known human leukemogen, the toxicity of benzene in the
bone marrow is of most importance. And because blood cells are produced
in the bone marrow, we investigated the effects of benzene on hematopoiesis
(blood cell production and development). An age-structured model was used
to examine the process of erythropoiesis, the development of red blood cells.
This investigation proved the existence and uniqueness of the solution of the
system of coupled partial and ordinary differential equations. In addition, we
formulated an optimal control problem for the control of erythropoiesis and
performed numerical simulations to compare the performance of the optimal
feedback law and another feedback function based on the Hill function.
Citation: H. T. Banks, Cammey E. Cole, Paul M. Schlosser, Hien T. Tran. Modeling and optimal regulation of erythropoiesis subject to benzene intoxication[J]. Mathematical Biosciences and Engineering, 2004, 1(1): 15-48. doi: 10.3934/mbe.2004.1.15
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Abstract
Benzene (C6H6) is a highly
flammable, colorless liquid. Ubiquitous exposures result from its presence in gasoline vapors, cigarette smoke, and
industrial processes. Benzene increases the incidence of leukemia in humans
when they are exposed to high doses for extended periods; however, leukemia
risks in humans subjected to low exposures are uncertain. The exposure-dose-
response relationship of benzene in humans is expected to be nonlinear because
benzene undergoes a series of metabolic transformations, detoxifying and activating, resulting in various metabolites that exert toxic effects on the bone
marrow.
 
Since benzene is a known human leukemogen, the toxicity of benzene in the
bone marrow is of most importance. And because blood cells are produced
in the bone marrow, we investigated the effects of benzene on hematopoiesis
(blood cell production and development). An age-structured model was used
to examine the process of erythropoiesis, the development of red blood cells.
This investigation proved the existence and uniqueness of the solution of the
system of coupled partial and ordinary differential equations. In addition, we
formulated an optimal control problem for the control of erythropoiesis and
performed numerical simulations to compare the performance of the optimal
feedback law and another feedback function based on the Hill function.
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