TY - JOUR
T1 - A stochastic biomathematical model of the male reproductive hormone system
AU - Keenan, Daniel M.
AU - Sun, Weimin
AU - Veldhuis, Johannes D.
PY - 2000/1/1
Y1 - 2000/1/1
N2 - A stochastic biomathematical model for the male reproductive hormone system (gonadotropin-releasing hormone, luteinizing hormone, and testosterone) is developed. Hormone secretion occurs as either a continuous release, a pulsatile release, or a combination thereof; in the latter two, hormone molecules are stored and later released. Each form of release is represented within the male system. The model begins at the cellular level of hormone synthesis, aggrandizes to the level of the gland and secretion, and finally to the level of elimination and circulation in the blood. The model consists of a system of stochastic integrodifferential equations which describe the nonlinear time-delayed feedback from concentrations (of the various hormones) on their rates of hormone synthesis. A stochastic formulation is established, showing that the various imposed structures are consistent with one another. Computer experiments are performed and compared to analogous clinical experiments (where components are decoupled via pharmacological intervention) to show the dynamic range of the model and its potential usefulness (e.g., assessing the pathway of the circadian rhythm).
AB - A stochastic biomathematical model for the male reproductive hormone system (gonadotropin-releasing hormone, luteinizing hormone, and testosterone) is developed. Hormone secretion occurs as either a continuous release, a pulsatile release, or a combination thereof; in the latter two, hormone molecules are stored and later released. Each form of release is represented within the male system. The model begins at the cellular level of hormone synthesis, aggrandizes to the level of the gland and secretion, and finally to the level of elimination and circulation in the blood. The model consists of a system of stochastic integrodifferential equations which describe the nonlinear time-delayed feedback from concentrations (of the various hormones) on their rates of hormone synthesis. A stochastic formulation is established, showing that the various imposed structures are consistent with one another. Computer experiments are performed and compared to analogous clinical experiments (where components are decoupled via pharmacological intervention) to show the dynamic range of the model and its potential usefulness (e.g., assessing the pathway of the circadian rhythm).
KW - Biomathematical
KW - Endocrinology
KW - Pulsatile hormonal secretion
KW - Stochastic differential equations
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U2 - 10.1137/S0036139998334718
DO - 10.1137/S0036139998334718
M3 - Article
AN - SCOPUS:0034911713
SN - 0036-1399
VL - 61
SP - 934
EP - 965
JO - SIAM Journal on Applied Mathematics
JF - SIAM Journal on Applied Mathematics
IS - 3
ER -