dorsal/arxiv
View SchemaA Dynamical Model of Lipoprotein Metabolism
| Authors | Elias August, Kim H. Parker, Mauricio Barahona |
|---|---|
| Categories | |
| ArXiv ID | q-bio/0610053 |
| URL | https://arxiv.org/abs/q-bio/0610053 |
Abstract
We present a dynamical model of lipoprotein metabolism derived by combining a cascading process in the blood stream and cellular level regulatory dynamics. We analyse the existence and stability of equilibria and show that this low-dimensional, nonlinear model exhibits bistability between a low and a high cholesterol state. A sensitivity analysis indicates that the intracellular concentration of cholesterol is robust to parametric variations while the plasma cholesterol can vary widely. We show how the dynamical response to time-dependent inputs can be used to diagnose the state of the system. We also establish the connection between parameters in the system and medical and genetic conditions.
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"abstract": "We present a dynamical model of lipoprotein metabolism derived by combining a\ncascading process in the blood stream and cellular level regulatory dynamics.\nWe analyse the existence and stability of equilibria and show that this\nlow-dimensional, nonlinear model exhibits bistability between a low and a high\ncholesterol state. A sensitivity analysis indicates that the intracellular\nconcentration of cholesterol is robust to parametric variations while the\nplasma cholesterol can vary widely. We show how the dynamical response to\ntime-dependent inputs can be used to diagnose the state of the system. We also\nestablish the connection between parameters in the system and medical and\ngenetic conditions.",
"arxiv_id": "q-bio/0610053",
"authors": [
"Elias August",
"Kim H. Parker",
"Mauricio Barahona"
],
"categories": [
"q-bio.QM",
"q-bio.CB"
],
"title": "A Dynamical Model of Lipoprotein Metabolism",
"url": "https://arxiv.org/abs/q-bio/0610053"
},
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