A Control-Theoretic Model of Atherosclerosis

被引:12
|
作者
Formanowicz, Dorota [1 ]
Krawczyk, Jacek B. [2 ]
Perek, Bartlomiej [3 ]
Formanowicz, Piotr [4 ,5 ]
机构
[1] Poznan Univ Med Sci, Dept Clin Biochem & Lab Med, PL-61701 Poznan, Poland
[2] Flinders Univ S Australia, Coll Sci & Engn, Adelaide, SA 5042, Australia
[3] Poznan Univ Med Sci, Dept Cardiac Surg & Transplantol, PL-61701 Poznan, Poland
[4] Poznan Univ Tech, Inst Comp Sci, PL-60965 Poznan, Poland
[5] Polish Acad Sci, Inst Bioorgan Chem, PL-61704 Poznan, Poland
来源
关键词
atherosclerosis; statins; control-theoretic model; logistic growth; C-REACTIVE PROTEIN; CORONARY-HEART-DISEASE; DENSITY-LIPOPROTEIN CHOLESTEROL; INTIMA-MEDIA THICKNESS; ACUTE MYOCARDIAL-INFARCTION; CARDIOVASCULAR EVENTS; MATHEMATICAL-MODEL; STATIN THERAPY; CAROTID ATHEROSCLEROSIS; PRIMARY PREVENTION;
D O I
10.3390/ijms20030785
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We propose a control-theoretic aggregate model of the progression of atherosclerosis plaque, a chronic inflammatory disease of the arterial wall, to study the basic features of this disease. In the model, we exploit the role of inflammation in the disease progression, and use statinsdrugs commonly recommended in atherosclerosisto control this progression. We use a logistic function to allow for constrained growth of plaque. In the model, both the patient's age and overall health impact the plaque growth and its sensitivity to statins. The model parameters are estimated using original data, or calibrated using published research as well as our own clinical and laboratory studies. We contend that our model helps to gauge the statins' impact on a patient's plaque thickness, hence the disease's progression and cardiovascular risk, without requiring artery scans.
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页数:20
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