OPTIMIZATION AND CHARACTERIZATION OF MICROSPHERES OF BERBERINE HYDROCHLORIDE USING BOX-BEHNKEN DESIGN
DOI:
https://doi.org/10.22159/ijap.2024v16i1.49254Keywords:
Box-behnken design, Water in oil emulsion cross-linking method, Berberine HCl, MicrospheresAbstract
Objective: The current work sought to optimize Berberine hydrochloride (BBH)-loaded microspheres by examining the link between design parameters and experimental results.
Methods: BBH-loaded microspheres were prepared by using the water-in-oil emulsion cross-linking process and optimized with a three-factor, three-level Box-Behnken design (BBD). Grafted gum polyvinyl alcohol (PVA) ratio (w/w) (A), Revolutions per minute (RPM) (B), and Span 20 (%) (C) were independent variables. The dependent variables were Percent Entrapment Efficiency (% EE) (R1), Percent Drug Loading (% DL) (R2), and Particle Size (µm) (R3). The generated polynomial equations and response surface plots were used to relate the dependent and independent variables. Microscopic examination, %EE, and % DL were determined to evaluate the optimized formulation. Fourier transforms infrared (FT-IR) spectroscopy studies and stability studies of optimized formulation were also carried out.
Results: The optimized formulation (FMS6) had a polymer content of 2% w/v [Grafted gum (36.96): PVA (63.04)], a span 20 (0.78 %), and a prepared at the speed of 1225.92 rpm. The observed responses were close to the improved formulation's predicted values. The particle size, % EE, and % DL were found to be 1.10 µm, 82.79% and 16.48%, respectively. FT-IR spectroscopy study indicated that the drug was entrapped in microspheres.
Conclusion: BBD provides a systematic approach to optimize the BBH microsphere preparation process. Additionally, the stability study results confirmed that FMS6 is not only the ideal formulation but also stable, ensuring its suitability for practical applications.
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Nguyen TX, Huang L, Liu L, Elamin Abdalla AM, Gauthier M, Yang G. Chitosan-coated nano-liposomes for the oral delivery of berberine hydrochloride. J Mater Chem B. 2014;2(41):7149-59. doi: 10.1039/C4TB00876F, PMID 32261793.
Zhu JX, Tang D, Feng L, Zheng ZG, Wang RS, Wu AG. Development of self-microemulsifying drug delivery system for oral bioavailability enhancement of berberine hydrochloride. Drug Dev Ind Pharm. 2013;39(3):499-506. doi: 10.3109/03639045.2012.683875, PMID 22563917.
Liu Y, Zhou H. Budesonide loaded guar gum microspheres for colon delivery: preparation, characterization and in vitro/in vivo evaluation. Int J Mol Sci. 2015;16(2):2693-704. doi: 10.3390/ijms16022693, PMID 25629228.
Mudgil D, Barak S, Khatkar BS. Guar gum: processing, properties and food applications-a review. J Food Sci Technol. 2014;51(3):409-18. doi: 10.1007/s13197-011-0522-x, PMID 24587515.
Abdel Halim ES, El-Rafie MH, Al-Deyab SS. Polyacrylamide/guar gum graft copolymer for preparation of silver nanoparticles. Carbohydr Polym. 2011;85(3):692-7. doi: 10.1016/j.carbpol.2011.03.039.
Alange VV, Birajdar RP, Kulkarni RV. Novel spray dried pH-sensitive polyacrylamide-grafted-carboxymethylcellulose sodium copolymer microspheres for colon targeted delivery of an anti-cancer drug. J Biomater Sci Polym Ed. 2017;28(2):139-61. doi: 10.1080/09205063.2016.1257083, PMID 27808009.
Dhadde GS, Mali HS, Raut ID, Nitalikar MM, Bhutkar MA. A review on microspheres: types, method of preparation, characterization and application. Asian J Pharm Technol. 2021;11(2):149-55. doi: 10.52711/2231-5713.2021.00025.
Kaur J, Bawa P, Rajesh SY, Sharma P, Ghai D, Jyoti J. Formulation of curcumin nanosuspension using box-behnken design and study of impact of drying techniques on its powder characteristics. Asian J Pharm Clin Res 2017;10(16). doi: 10.22159/ajpcr.2017.v10s4.21335.
Muralikrishna P, Babu AK, Mamatha P. Formulation and optimization of ceritinib loaded nanobubbles by box-Behnken design. Int J App Pharm. 2022;14(4):219-26. doi: 10.22159/ijap.2022v14i4.44388.
Batistuti JP, Barros RMC, Areas JAG. Optimization of extrusion cooking process for chickpea (Cicer arietinum, L.) defatted flour by response surface methodology. J Food Sci. 1991;56(6):1695-8. doi: 10.1111/j.1365-2621.1991.tb08673.x.
Dong CH, Xie XQ, Wang XL, Zhan Y, Yao YJ. Application of box-behnken design in optimisation for polysaccharides extraction from cultured mycelium of cordyceps sinensis. Food Bioprod Process. 2009;87(2):139-44. doi: 10.1016/j.fbp.2008.06.004.
Wang F, Chen L, Jiang S, He J, Zhang X, Peng J. Optimization of methazolamide-loaded solid lipid nanoparticles for ophthalmic delivery using box–behnken design. J Liposome Res. 2014;24(3):171-81. doi: 10.3109/08982104.2014.891231, PMID 24611687.
Battu SK, Repka MA, Maddineni S, Chittiboyina AG, Avery MA, Majumdar S. Physicochemical characterization of berberine chloride: a perspective in the development of a solution dosage form for oral delivery. AAPS PharmSciTech. 2010;11(3):1466-75. doi: 10.1208/s12249-010-9520-y, PMID 20842541.
Mukherjee P, Dutta D, Chakraborty P, Shrestha B, Bhuyan NR. Different ultraviolet spectroscopic methods: a retrospective study on its application from the viewpoint of analytical chemistry. Asian J Pharm Clin Res. 2021;14(9):1-11. doi: 10.22159/ajpcr.2021.v14i9.42172.
Gupta KR, Pounikar AR, Umekar MJ. Drug excipient compatibility testing protocols and charaterization: a review. Asian J Chem Sci. 2019;6(3):1-22. doi: 10.9734/AJOCS/2019/v6i319000.
Journal J. Development and in vitro evaluation of budesonide mucoadhesive microsphere for pulmonary drug delivery. J Drug Deliv Ther. 2021;11(2S):76-81. doi: 10.22270/jddt.v11i2-S.4622.
Wu F, Ju XJ, He XH, Jiang MY, Wang W, Liu Z. A novel synthetic microfiber with controllable size for cell encapsulation and culture. J Mater Chem B. 2016;4(14):2455-65. doi: 10.1039/C6TB00209A, PMID 32263195.
Oosegi T, Onishi H, Machida Y. Novel preparation of enteric-coated chitosan-prednisolone conjugate microspheres and in vitro evaluation of their potential as a colonic delivery system. Eur J Pharm Biopharm. 2008;68(2):260-6. doi: 10.1016/j.ejpb.2007.06.016, PMID 17703928.
Kim MS, Kim JS, You YH, Park HJ, Lee S, Park JS. Development and optimization of a novel oral controlled delivery system for tamsulosin hydrochloride using response surface methodology. Int J Pharm. 2007;341(1-2):97-104. doi: 10.1016/j.ijpharm.2007.03.051, PMID 17499949.
Nazzal S, Nutan M, Palamakula A, Shah R, Zaghloul AA, Khan MA. Optimization of a self-nanoemulsified tablet dosage form of Ubiquinone using response surface methodology: effect of formulation ingredients. Int J Pharm. 2002;240(1-2):103-14. doi: 10.1016/S0378-5173(02)00130-8.
Kohli S, Pal A, Jain S. Preparation, characterization and evaluation of poly (lactide–co–glycolide) microspheres for the controlled release of zidovudine. Int J Pharm Pharm Sci. 2017;9(12):70-7. doi: 10.22159/ijpps.2017v9i12.18377.
ICHQ RA. 1A (R2) stability testing of new drug substance and product and ICHQ1C stability testing of new dosage forms. ICH Quality Guidelines. 2017:3-44. doi: 10.1002/9781118971147.ch1.
Guo S, Wang G, Wu T, Bai F, Xu J, Zhang X. Solid dispersion of berberine hydrochloride and Eudragit ® S100: formulation, physicochemical characterization and cytotoxicity evaluation. J Drug Deliv Sci Technol. 2017;40:21-7. doi: 10.1016/j.jddst.2017.02.003.
Singh AV, Nath LK. Evaluation of chemically modified hydrophobic sago starch as a carrier for controlled drug delivery. Saudi Pharmaceutical Journal. 2013;21(2):193-200. doi: 10.1016/j.jsps.2012.05.005.
Shah M, Pathak K. Development and statistical optimization of solid lipid nanoparticles of simvastatin by using 2(3) full-factorial design. AAPS PharmSciTech. 2010;11(2):489-96. doi: 10.1208/s12249-010-9414-z, PMID 20309652.
Tong QP, Sun HS, Wang JH, Wang Y, Peng Y, Jiang M, Chen JX. Preparation and characterization of berberine hydrochloride and trimethoprim chitosan/SBE7-β-CD microspheres. Journal of Drug Delivery Science and Technology 2018;48:300-10. https://doi.org/10.1016/j.jddst.2018.10.002.
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Copyright (c) 2024 GAUTAM KUMAR, NARENDRA KUMAR PANDEY, VIJAY MISHRA, SURAJ PAL VERMA, JITENDER SINGH, BIMLESH KUMAR, SACHIN KUMAR SINGH, DILEEP SINGH BAGHEL, KALVATALA SUDHAKAR, SAURABH SINGH
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