Optimal periodic control of a drug delivery system
نویسندگان
چکیده
Administration of certain drugs at a steady rate results in deterioration of drug effect, also known as drug tolerance. Periodic delivery is an attractive option for minimizing tolerance and maximizing the desired effect of such drugs. In this paper, periodic drug infusion strategies for maximizing a time averaged measure of drug effect are investigated. A simple pharmacokinetic-pharmacodynamic (PKPD) model of a system exhibiting tolerance is considered and optimal periodic control theory is employed. First, regions of PKPD parameter space in which periodic infusion provides a locally improved average effect compared to steady infusion are characterized using the so-called π test. Then, optimal drug delivery strategies, obtained using two different computational approaches, are presented for a representative set of parameter values, and insight is provided into the results. The first method, proposed by the authors, is based on the notion of differential flatness, while the second is based on the standard shooting method for dynamic optimization problems.
منابع مشابه
Design of the optimal magnetic field in application of functionalized CNT-based drug delivery toward the cell membrane: Computational Analysis
Recently, Carbon Nano (CN) structures are widely used in medical applications, especially the detection and treatment of cancer disease. Among various types of CNs, Carbone Nano Tubes (CNTs) attracted many researchers' attention to consider them toward clinical application. Regarding the intrinsic structure of CNTs, they can be used widely in drug delivery applications. Functionalized CNTs and ...
متن کاملNonlinear Model Predictive Control for Optimal Discontinuous Drug Delivery
This paper exploits a gradient-based model predictive control technique to solve an optimal switching time problem over periodic orbits. Drug delivery scheduling applications, where it is desired to maximize the averaged effect of a drug over time, motivate the study for this type of online optimization problem. The objective is to find the optimal time-switching policy between full treatment a...
متن کاملExtremum-seeking Control over Periodic Orbits
In this paper, an extremum-seeking controller is developed to steer a periodic system to orbits that maximize a functional of interest. The problem is posed as a real-time optimal trajectory generation problem in which the optimal orbit is computed using an extremum-seeking approach. The control algorithm provides tracking of the optimal orbit. A drug delivery system is considered to demonstrat...
متن کاملDesign, Synthesis and Characterization of Nano niosomal Delivery system Containing paclitaxel drug for Drug Delivery to Osteosarcoma Cell Line (Saos-2)
Introduction: Osteosarcoma is one of the cancers that current treatment strategies using chemotherapy drugs have not been very successful due to multiple drug resistance and harmful side effects. The use of nano-niosomal systems in the delivery of paclitaxel is one of the attractive approaches to overcome these limitations. paclitaxel is a powerful anticancer agent used in the treatment of many...
متن کاملSolid Sirolimus Self-microemulsifying Drug Delivery System: Development and Evaluation of Tablets with Sustained Release Property
The clinical application of sirolimus (SRL) as an immunosuppressive agent is largely hampered by its narrow therapeutic range. This study focused on developing SRL tablets with a sustained release profile for better safety. SRL was highly water insoluble and its solubility has been efficiently enhanced by preparing self-microemulsifying drug delivery system (SMEDDS). The SRL-SMEDDS was physical...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Computers & Chemical Engineering
دوره 32 شماره
صفحات -
تاریخ انتشار 2008