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  • Statistical design for formulation optimization of hydrocortisone butyrate-loaded PLGA nanoparticles.

Statistical design for formulation optimization of hydrocortisone butyrate-loaded PLGA nanoparticles.

AAPS PharmSciTech (2014-02-08)
Xiaoyan Yang, Sulabh Patel, Ye Sheng, Dhananjay Pal, Ashim K Mitra
ABSTRACT

The aim of this investigation was to develop hydrocortisone butyrate (HB)-loaded poly(D,L-lactic-co-glycolic acid) (PLGA) nanoparticles (NP) with ideal encapsulation efficiency (EE), particle size, and drug loading (DL) under emulsion solvent evaporation technique utilizing various experimental statistical design modules. Experimental designs were used to investigate specific effects of independent variables during preparation of HB-loaded PLGA NP and corresponding responses in optimizing the formulation. Plackett-Burman design for independent variables was first conducted to prescreen various formulation and process variables during the development of NP. Selected primary variables were further optimized by central composite design. This process leads to an optimum formulation with desired EE, particle size, and DL. Contour plots and response surface curves display visual diagrammatic relationships between the experimental responses and input variables. The concentration of PLGA, drug, and polyvinyl alcohol and sonication time were the critical factors influencing the responses analyzed. Optimized formulation showed EE of 90.6%, particle size of 164.3 nm, and DL of 64.35%. This study demonstrates that statistical experimental design methodology can optimize the formulation and process variables to achieve favorable responses for HB-loaded NP.

MATERIALS
Product Number
Brand
Product Description

Sigma-Aldrich
Hydrocortisone 17-butyrate
Supelco
Residual Solvent - Acetonitrile, Pharmaceutical Secondary Standard; Certified Reference Material
USP
Hydrocortisone butyrate, United States Pharmacopeia (USP) Reference Standard
Sigma-Aldrich
Acetonitrile, electronic grade, 99.999% trace metals basis
Supelco
Acetonitrile, analytical standard
Supelco
Dichloromethane, Selectophore, ≥99.5%
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Acetonitrile, anhydrous, 99.8%
Sigma-Aldrich
Dichloromethane, suitable for HPLC, ≥99.9%, contains 40-150 ppm amylene as stabilizer
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Dichloromethane, anhydrous, ≥99.8%, contains 40-150 ppm amylene as stabilizer
Supelco
Dichloromethane, analytical standard
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Ultrapure Acetonitrile
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Acetonitrile, suitable for HPLC, gradient grade, ≥99.9%
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Dichloromethane, HPLC Plus, for HPLC, GC, and residue analysis, ≥99.9%, contains 50-150 ppm amylene as stabilizer
Supelco
Acetonitrile, Pharmaceutical Secondary Standard; Certified Reference Material
Sigma-Aldrich
Acetonitrile, ReagentPlus®, 99%
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Acetonitrile, for preparative HPLC, ≥99.8% (GC)
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Dichloromethane, contains 40-150 ppm amylene as stabilizer, ACS reagent, ≥99.5%
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Dichloromethane, puriss. p.a., ACS reagent, reag. ISO, ≥99.9% (GC)
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Acetonitrile, biotech. grade, ≥99.93%
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Acetonitrile, ≥99.5% (GC)
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Dichloromethane, puriss., meets analytical specification of Ph. Eur., NF, ≥99% (GC)
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Acetonitrile, suitable for DNA synthesis, ≥99.9% (GC)
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Acetonitrile, ACS reagent, ≥99.5%
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Dichloromethane, biotech. grade, 99.9%, contains 40-150 ppm amylene as stabilizer
Sigma-Aldrich
Dichloromethane, suitable for HPLC, ≥99.8%, contains amylene as stabilizer
Sigma-Aldrich
Acetonitrile, suitable for HPLC-GC, ≥99.8% (GC)
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Acetonitrile, for HPLC, for UV, ≥99.9% (GC)
Sigma-Aldrich
Acetonitrile, suitable for HPLC, gradient grade, ≥99.9%
Sigma-Aldrich
Acetonitrile, HPLC Plus, ≥99.9%
Sigma-Aldrich
Dichloromethane, ACS reagent, ≥99.5%, contains 40-150 ppm amylene as stabilizer