title: Using a Systems Pharmacology Approach to Study the Effect of Statins on the Early Stage of Atherosclerosis in Humans.
abstract: More than 100,000 people have participated in controlled trials of statins (lowering cholesterol drugs) since the introduction of lovastatin in the 1980s. Meta-analyses of this data have shown that statins have a beneficial effect on treated groups compared to control groups, reducing cardiovascular risk. Inhibiting the HMG-CoA reductase in the liver, statins can reduce cholesterol levels, thus reducing LDL levels in circulation. Published data from intravascular ultrasound studies (IVUS) was used in this work to develop and validate a unique integrative system model; this consisted of analyzing control groups from two randomized controlled statins trials (24/97 subjects respectively), one treated group (40 subjects, simvastatin trial), and 27 male subjects (simvastatin, pharmacokinetic study). The model allows to simulate the pharmacokinetics of statins and its effect on the dynamics of lipoproteins (e.g., LDL) and the inflammatory pathway while simultaneously exploring the effect of flow-related variables (e.g., wall shear stress) on atherosclerosis progression.
authors.affiliation: Department of Mechanical Engineering, University College London London, WC1E 7JE, UK ; Xenologiq Ltd Canterbury, UK.
authors.forename: C
authors.initials: C
authors.lastname: Pichardo-Almarza
authors.affiliation: Department of Mechanical Engineering, University College London London, WC1E 7JE, UK.
authors.forename: L
authors.initials: L
authors.lastname: Metcalf
authors.affiliation: Department of Computer Science, University College London London, UK.
authors.forename: A
authors.initials: A
authors.lastname: Finkelstein
authors.affiliation: Department of Mechanical Engineering, University College London London, WC1E 7JE, UK.
authors.forename: V
authors.initials: V
authors.lastname: Diaz-Zuccarini