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      Developing micro-/nanoparticulate drug delivery systems using “design of experiments”

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          Abstract

          Of late, micro and nanoparticluate drug delivery systems have been gaining immense importance primarily attributed to their improved drug release controlling and targeting efficiencies. Also, the small particle size and desirable surface charge associated with these delivery systems render them suitable for specific applications like lymphatic uptake, pulmonary uptake, tumor targeting, brain targeting, etc. For decades, micro and nanoparticulate systems have been prepared by the conventional “trial and error” approach of changing One Variable at a Time (OVAT). Using this methodology, the solution of a specific problematic formulation characteristic can certainly be achieved, but attainment of the true optimal composition is never guaranteed. Thus, the present manuscript provides an updated account of the systematic approach “Design of Experiments (DoE)” as applicable to formulation development of microparticles and nanostructured systems. Besides providing a bird's eye view of the various experimental designs and optimization techniques employed for DoE optimization of such systems, the present manuscript also presents a copilation of the major micro/nano-structuctred systems optimized through DoE till date. In a nutshell, the article will act both as a ready reckoner of DoE optimization of micro/nano drug delivery systems and a catalyst in providing an impetus to young pharmaceutical “nano & micro” researchers to venture into the rewarding field of systematic DoE optimization.

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          Detection of Influential Observation in Linear Regression

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            SNEDDS containing bioenhancers for improvement of dissolution and oral absorption of lacidipine. I: development and optimization.

            The aim of this study was to develop and optimize SNEDDS formulations containing surfactants reported to be bioenhancers for improvement of dissolution and oral absorption of lacidipine (LCDP). Preliminary screening was carried out to select proper components combination. D-optimal mixture experimental design was applied to optimize a SNEDDS that contains a minimum amount of surfactant, a maximum amount of lipid, and possesses enhanced emulsification and dissolution rates. Three formulation variables; the oil phase X(1) (a mixture of Labrafil/Capmul), the surfactant X(2) (a mixture of Cremophor/Tween 80) and the co-surfactant X(3), were included in the design. The systems were assessed for droplet size, light absorbance, optical clarity, drug release and emulsification efficiency. Following optimization, the values of formulation components (X(1), X(2), and X(3)) were 34.20%, 40.41% and 25.39%, respectively. There is a good correlation between light absorbance and droplet size analysis of diluted SNEDDS (R(2)=0.883). Transmission electron microscopy demonstrated spherical droplet morphology. The stability of the optimized formulation was retained after storage at 40 degrees C/75% RH for three months. The optimized formulation of LCDP showed a significant increase in dissolution rate compared to the drug suspension under the same conditions. Our results proposed that the optimized SNEDDS formulation, containing bioenhancing surfactants, could be promising to improve oral absorption of LCDP. Copyright (c) 2010 Elsevier B.V. All rights reserved.
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              Experiments with Mixtures

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                Author and article information

                Journal
                Int J Pharm Investig
                Int J Pharm Investig
                IJPI
                International Journal of Pharmaceutical Investigation
                Medknow Publications & Media Pvt Ltd (India )
                2230-973X
                2230-9713
                Apr-Jun 2011
                : 1
                : 2
                : 75-87
                Affiliations
                [1] University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh, India.
                Author notes
                Address for correspondence: Prof. (Dr.) Bhupinder Singh Bhoop, University Institute of Pharmaceutical Sciences, Panjab University, Chandigarh - 160 014, India. E-mail: bsbhoop@ 123456yahoo.com
                Article
                IJPI-1-75
                10.4103/2230-973X.82395
                3465123
                23071925
                859bf07b-690e-4b12-a16d-86cd932fad5c
                Copyright: © International Journal of Pharmaceutical Investigation

                This is an open-access article distributed under the terms of the Creative Commons Attribution-Noncommercial-Share Alike 3.0 Unported, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 31 December 2010
                : 09 February 2011
                : 09 February 2011
                Categories
                Invited Article

                Pharmacology & Pharmaceutical medicine
                microparticles,nanoparticles,contour plots,response surface,optimization

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