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Published on: November 10, 2017
Use of an indirect effect model to describe the LDL cholesterol-lowering effect by statins in hypercholesterolaemic
Demiana William Faltaos1, Saïk Urien, Valérie Carreau
1Pharmacology Department, Pitié-Salpêtrière University Hospital, Assistance-Publique Hôpitaux de Paris, Paris 6 University, Paris, France. demiana.william@psl.ap-hop-paris.fr
Insights
This study developed a pharmacokinetic/pharmacodynamic (PK/PD) model to understand how statins like atorvastatin, fluvastatin, and simvastatin lower low-density lipoprotein (LDL) cholesterol. The model accurately predicted the LDL-lowering effects of these common hypercholesterolemia treatments.
Area of Science:
- Pharmacology
- Pharmacokinetics and Pharmacodynamics
- Cardiovascular Medicine
Background:
- Statins are primary agents for hypercholesterolemia treatment, effectively reducing low-density lipoprotein (LDL) cholesterol.
- Effective LDL reduction is crucial, especially for patients with multiple risk factors or coronary heart disease.
Purpose of the Study:
- To develop a pharmacokinetic/pharmacodynamic (PK/PD) model describing the LDL-lowering process in hypercholesterolemia patients treated with atorvastatin, fluvastatin, or simvastatin.
- To estimate key pharmacodynamic parameters for these statins.
Main Methods:
- Retrospective analysis of 100 hypercholesterolemia patients (57 atorvastatin, 26 fluvastatin, 17 simvastatin).
- Utilized an indirect-response model with precursor and response compartments to analyze 309 LDL levels using NONMEM V.
- Fixed absorption rate and elimination half-lives due to lack of pharmacokinetic data.
Main Results:
- Estimated LDL input rate (K(in)) at 0.14 g/L/day, inhibition fraction (INH) at 0.21, and D50 values for atorvastatin, simvastatin, and fluvastatin.
- Identified no significant effect of demographic or clinical factors (gender, weight, age, diet, organ function) on pharmacodynamic parameters.
- The developed PK/PD model accurately estimated pharmacodynamic parameters and predicted the time course of LDL reduction.
Conclusions:
- The developed PK/PD model provides an accurate description of the LDL-lowering effects of atorvastatin, fluvastatin, and simvastatin.
- The model successfully predicts the time course of LDL reduction, aiding in the management of hypercholesterolemia.
- Pharmacodynamic parameters were robustly estimated, independent of common patient characteristics.
Abstract:
Statins are the most commonly prescribed agents for the treatment of hypercholesterolaemia. This is due to their efficacy in reducing low-density lipoprotein cholesterol (LDL) level which is the primary goal of the treatment especially for patients with multiple risk factors or with established coronary heart diseases. The purpose of this study was to develop a pharmacokinetic/pharmacodynamic (PK/PD) model that describes the LDL-lowering process in patients with hypercholesterolaemia treated with atorvastatin, fluvastatin or simvastatin. A total of 100 patients were studied retrospectively. They received atorvastatin (n = 57), fluvastatin (n = 26) or simvastatin (n = 17). As no pharmacokinetic data were available, the absorption rate was fixed to 1/h and atorvastatin, simvastatin and fluvastatin elimination half-lives were fixed to 14, 2 and 2.5 h respectively. A total of 309 LDL levels were measured and the data were analysed by nonmem v. The time course of the LDL-lowering effect of statins was described by an indirect-response model with precursor (LDL synthesis, input rate K(in)) and response (circulating LDL, input and output rates K) compartments. The following parameters were estimated: LDL input rate (K(in)) 0.14 +/- 0.015 g/L/day (mean +/- SD); inhibition fraction of K(in) (INH) 0.21 +/- 0.017; and dose producing 50% increase of LDL removal (D50), 26 +/- 7.8, 1.3 +/- 0.48 and 15 +/- 5.25 mg for atorvastatin, simvastatin and fluvastatin, respectively. Gender, bodyweight, age, calories/day, sugar/day, lipids/day, hyperlipidaemia types and waist/hip circumference, renal and hepatic functions had no effect on the pharmacodynamic parameters. The pharmacodynamic parameters for the three statins were accurately estimated. The PK/PD model developed successfully predicted the time course of the LDL-lowering effect of statins.
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