BOX–BEHNKEN DESIGN-DRIVEN FORMULATION AND EVALUATION OF A NOVEL TOPICAL GEL CONTAINING CEFEPIME HCL AND L-ARGININE
DOI:
https://doi.org/10.22159/ajpcr.2025v18i9.55469Keywords:
Cefepime hydrochloride, L-arginine, Topical gel formulation, Box–Behnken design, Antibacterial gel, In vitro drug release, Agar welldiffusion method, Franz diffusion cell, Spreadability, Viscosity evaluation, Design-Expert® softwareAbstract
Objective: The present study aims to develop and optimize an antibacterial gel formulation containing Cefepime HCl and L-Arginine using a Box– Behnken design, with a focus on sustained drug release and improved antibacterial activity.
Methods: The gel was prepared using Carbopol 940 as the gelling agent, and pH was adjusted to neutrality using sodium hydroxide. Polyethylene glycol, glycerol, butylated hydroxytoluene, and methylparaben were included as excipients. A 32 factorial design was employed to evaluate the influence of Carbopol concentration and stirring time on drug release characteristics. The formulations were assessed for pH, viscosity, spreadability, extrudability, and drug content uniformity. In vitro drug release was studied using a Franz diffusion cell, and antimicrobial activity was evaluated against Staphylococcus aureus and Pseudomonas aeruginosa using the agar well-diffusion method.
Results: Formulation F5 demonstrated optimal physicochemical and rheological properties, with sustained biphasic drug release reaching 98% over 12 h. Drug content uniformity ranged from 53.9% to 104.6% across batches. The formulation exhibited moderate antibacterial activity against S. aureus and weak activity against P. aeruginosa, with maximum inhibition observed at 1000 μg.
Conclusion: The optimized Cefepime HCl–L-Arginine gel (F5) exhibited desirable drug release and acceptable physicochemical characteristics. Although antimicrobial efficacy was moderate, particularly against Gram-positive strains, further modification may enhance its activity against resistant pathogens.
Downloads
References
1. Garau J, Wilson W, Wood M, Carlet J. Fourth-generation cephalosporins: A review of in vitro activity, pharmacokinetics, pharmacodynamics and clinical utility. Clin Microbiol Infect. 1997 Apr;3:S87-101. doi: 10.1111/j.1469-0691.1997.tb00649.x
2. Ren S. Effects of arginine in therapeutic protein formulations: A decade review and perspectives. Antib Ther. 2023 Oct;6(4):265-76. doi: 10.1093/abt/tbad022, PMID 38075239
3. Rao VA, Kim JJ, Patel DS, Rains K, Estoll CR. A comprehensive scientific survey of excipients used in currently marketed, therapeutic biological drug products. Pharm Res. 2020 Sep;37(10):200. doi: 10.1007/s11095-020-02919-4, PMID 32968854
4. Adepu S, Ramakrishna S. Controlled drug delivery systems: Current status and future directions. Molecules. 2021 Sep;26(19):5905. doi: 10.3390/molecules26195905, PMID 34641447
5. Usta DY, Timur B, Teksin ZS. Formulation development, optimization by Box-Behnken design, characterization, in vitro, ex-vivo, and in vivo evaluation of bosentan-loaded self-nanoemulsifying drug delivery system: A novel alternative dosage form for pulmonary arterial hypertension treatment. Eur J Pharm Sci. 2022 Jul;174:106159. doi: 10.1016/j.ejps.2022.106159, PMID 35263632
6. Sopyan I, Gozali D, Sriwidodo, Guntina RK. Design-Expert software (doe): An application tool for optimization in pharmaceutical preparations formulation. Int J Appl Pharm. 2022 Jul;14:55-63. doi: 10.22159/ijap.2022v14i4.45144
7. Bartosiewicz I, Szostek B, Szreder T, Bojanowska-Czajka A, Męczyńska- Wielgosz S, Chmiel S, et al. Gamma radiolytic decomposition of methylparaben for environmental protection purposes. Chem Eng J. 2023 Feb;453:139724. doi: 10.1016/j.cej.2022.1397248. Ubaid M, Ilyas S, Mir S, Khan AK, Rashid R, Khan MZ, et al. Formulation and in vitro evaluation of Carbopol 934-based modified clotrimazole gel for topical application. An Acad Bras Cienc. 2016;88:2303-17.
9. Yehye WA, Rahman NA, Ariffin A, Abd Hamid SB, Alhadi AA, Kadir FA, et al. Understanding the chemistry behind the antioxidant activities of butylated hydroxytoluene (BHT): A review. Eur J Med Chem. 2015 Aug;101:295-312. doi: 10.1016/j.ejmech.2015.06.026, PMID 26150290
10. Taher SS, Al-Kinani KK, Hammoudi ZM, Ghareeb MM. Co-surfactant effect of polyethylene glycol 400 on microemulsion using BCS class II model drug. J Adv Pharm Educ Res. 2022;12(1):63-9. doi: 10.51847/1h17TZqgyI
11. Matinfar M, Nychka JA. A review of sodium silicate solutions: Structure, gelation, and syneresis. Adv Colloid Interface Sci. 2023 Dec;322:103036. doi: 10.1016/j.cis.2023.103036, PMID 37952363
12. Harada Y, Yamamoto T, Sakai M, Saiki T, Kawano K, Maitani Y, et al. Effects of organic solvents on drug incorporation into polymeric carriers and morphological analyses of drug-incorporated polymeric micelles. Int J Pharm. 2011 Feb;404(1-2):271-80. doi: 10.1016/j. ijpharm.2010.11.016, PMID 21093556
13. A review: Pharmaceutical gels and its types with prominence role of its drug delivery systems.,IJRAR,10(2),2023.
14. Sundarrajan G, Ariharasivakumar G, Priyanka S. Biocarriers amplifying anti-aging: Carnosine loaded nanogel on d-galactose induced skin aging in rat model. Int J Pharm Pharm Sci. 2025;17:36-44. doi: 10.22159/ ijpps.2025v17i3.53570
15. Khullar R, Kumar D, Seth N, Saini S. Formulation and evaluation of mefenamic acid emulgel for topical delivery. Saudi Pharm J. 2012 Jan;20(1):63-7. doi: 10.1016/j.jsps.2011.08.001, PMID 23960777
16. Elena OB, Maria NA, Michael SZ, Natalia BD, Alexander IB, Ivan IK. Dermatologic gels spreadability measuring methods comparative study. Int J Appl Pharm. 2022 Jan;14:164-8.
17. Marvin RS. The accuracy of measurements of viscosity of liquids. J Res Natl Bur Stand A Phys Chem. 1971 Nov;75A(6):535-40. doi: 10.6028/ jres.075A.041, PMID 34876748
18. Zidan A, Alayoubi A, Coburn J, Asfari S, Ghammraoui B, Cruz CN, et al. Extrudability analysis of drug loaded pastes for 3D printing of modified release tablets. Int J Pharm. 2019 Jan;554:292-301. doi: 10.1016/j.ijpharm.2018.11.025, PMID 30439491
19. Najim SS, Hameed MA, Al-Shakban MA, Fandi TS. Spectrophotometric determination of zinc in pharmaceutical medication samples using 8-hydroxyquinoline reagent. Int J Chem. 2019 Oct;12(1):29. doi: 10.5539/ijc.v12n1p29
20. Chaithanya KJ, Patil MC, Banerjee M, Ashvini HM. Preparation and characterization of Ficus lacor metallic particles based nanogel for wound healing activity. Int J Curr Pharm Res. 2024 Jan;16:50-5.
21. Farquharson A, Gladding Z, Ritchie G, Shende C, Cosgrove J, Smith W, et al. Drug content uniformity: Quantifying loratadine in tablets using a created Raman excipient spectrum. Pharmaceutics. 2021 Feb;13(3):309. doi: 10.3390/pharmaceutics13030309, PMID 33673552
22. Katakam LN, Katari NK. Development of in-vitro release testing method for permethrin cream formulation using Franz Vertical Diffusion Cell apparatus by HPLC. Talanta Open. 2021 Dec;4:100056. doi: 10.1016/j.talo.2021.100056
23. Naveed M, Wang Y, Yin X, Chan MW, Aslam S, Wang F, et al. Purification, characterization and bactericidal action of lysozyme, isolated from Bacillus subtillis BSN314: A disintegrating effect of lysozyme on gram-positive and gram-negative bacteria. Molecules. 2023 Jan;28(3):1058. doi: 10.3390/molecules28031058, PMID 36770725
24. Kachkure D, Dhawale SA, Tapadiya G, Pawar C, Bharad J. Synthesis and evaluation of diazo-triazole hybrid as anti-tubercular agents. Int J Chem Res. 2025;9. doi: 10.22159/ijcr.2025v9i4.281
25. Wu M, Li W, Zhang Y, Shi L, Xu Z, Xia W, et al. Structure characteristics, hypoglycemic and immunomodulatory activities of pectic polysaccharides from Rosa setate x Rosa rugosa waste. Carbohydr Polym. 2021 Feb;253:117190. doi: 10.1016/j.carbpol.2020.117190, PMID 33278967
26. Venugopal V, Meenachisundram SG, Ramadoss K, Jayaprakash N. Quality by design and optimization of favipiravir nanoparticles using 3-level factorial design by Box-Behnken method. J Young Pharm. 2023;15:696-703.
27. Ogbonna JD, Attama AA, Ofokansi KC, Patil SB, Basarkar GD. Optimization of formulation processes using Design Expert® Software for preparation of polymeric blends-artesunate-amodiaquine HCl microparticles. J Drug Deliv Sci Technol. 2017;39:36-49.
28. Mašková E, Kubová K, Raimi-Abraham BT, Vllasaliu D, Vohlídalová E, Turánek J, et al. Hypromellose – A traditional pharmaceutical excipient with modern applications in oral and oromucosal drug delivery. J Control Release. 2020 Aug;324:695-727. doi: 10.1016/j. jconrel.2020.05.045, PMID 32479845
29. Dolz M, Herraez M, González F, Diex O, Delegido J, Hernández MJ. Flow behaviour of Carbopol-940® hydrogels. The influence of concentration and agitation time. Pharmazie. 1998;53:126-30.
30. Keshri P, Kumar S, Tiwari P, Bhargav G. Formulation, optimization, and evaluation of herbal (Nelumbo nucifera) anti-inflammatory gel for topical application. Asian J Appl Sci Technol. 2024;8(2):156-65. doi: 10.38177/ajast.2024.8214
31. Chow KT, Chan LW, Heng PW. Characterization of spreadability of nonaqueous ethylcellulose gel matrices using dynamic contact angle. J Pharm Sci. 2008 Aug;97(8):3467-82. doi: 10.1002/jps.21227, PMID 17969118
32. Dantas MG, Reis SA, Damasceno CM, Rolim LA, Rolim- Neto PJ, Carvalho FO, et al. Development and evaluation of stability of a gel formulation containing the monoterpene borneol. ScientificWorldJournal. 2016 May;2016:7394685. doi: 10.1155/2016/7394685, PMID 27247965
33. Singh MP, Nagori BP, Shaw NR, Tiwari M, Jhanwar B. Formulation development & evaluation of topical gel formulations using different gelling agents and its comparison with marketed gel formulation. Int J Pharm Erud. 2013;3:1-10.
34. Rangel-Gil RS, Nasrala-Álvarez JM, Romañach RJ, Méndez R. Blend uniformity monitoring in a continuous manufacturing mixing process for a low-dosage formulation using a stream sampler and near infrared spectroscopy. Int J Pharm. 2024 Aug;661:124478. doi: 10.1016/j. ijpharm.2024.124478, PMID 39019300
35. Salamanca CH, Barrera-Ocampo A, Lasso JC, Camacho N, Yarce CJ. Franz diffusion cell approach for pre-formulation characterisation of ketoprofen semi-solid dosage forms. Pharmaceutics. 2018 Sep;10(3):148. doi: 10.3390/pharmaceutics10030148, PMID 30189634
36. Guzzo F, Scognamiglio M, Fiorentino A, Buommino E, D’Abrosca B. Plant derived natural products against Pseudomonas aeruginosa and Staphylococcus aureus: Antibiofilm activity and molecular mechanisms. Molecules. 2020 Oct;25(21):5024. doi: 10.3390/ molecules25215024, PMID 33138250
37. Nandhini J, Anandhi B, Patnaik SS, Shirole RL, Mourya ND, Siddiqui N, et al. Design and development of propranolol HCl fast dissolving tablets by using isolated mucilage of Salvia hispanica for the treatment of hypertension by using DoE tools. Zhongguo Ying Yong Sheng Li Xue Za Zhi. 2024 Aug;40:e20240025. doi: 10.62958/j. cjap.2024.025, PMID 39210543
38. He F, Woods CE, Litowski JR, Roschen LA, Gadgil HS, Razinkov VI, et al. Effect of sugar molecules on the viscosity of high concentration monoclonal antibody solutions. Pharm Res. 2011 Jul;28(7):1552-60. doi: 10.1007/s11095-011-0388-7, PMID 21573867
39. Steinegger A, Wolfbeis OS, Borisov SM. Optical sensing and imaging of pH values: Spectroscopies, materials, and applications. Chem Rev. 2020 Nov;120(22):12357-489. doi: 10.1021/acs.chemrev.0c00451, PMID 33147405
40. Abdallah MH, Abu Lila AS, El-Nahas HM, Ibrahim TM. Optimization of potential nanoemulgels for boosting transdermal glimepiride delivery and upgrading its anti-diabetic activity. Gels. 2023 Jun;9(6):494. doi: 10.3390/gels9060494, PMID 37367164
41. Furlanetto S, Cirri M, Maestrelli F, Corti G, Mura P. Study of formulation variables influencing the drug release rate from matrix tablets by experimental design. Eur J Pharm Biopharm. 2006 Jan;62(1):77-84. doi: 10.1016/j.ejpb.2005.07.001, PMID 16154333
42. Bhujbal SV, Mitra B, Jain U, Gong Y, Agrawal A, Karki S, et al. Pharmaceutical amorphous solid dispersion: A review of manufacturing strategies. Acta Pharm Sin B. 2021 Aug;11(8):2505-36. doi: 10.1016/j. apsb.2021.05.014, PMID 34522596
43. Unagolla JM, Jayasuriya AC. Drug transport mechanisms and in vitro release kinetics of vancomycin encapsulated chitosan-alginate polyelectrolyte microparticles as a controlled drug delivery system. Eur J Pharm Sci. 2018 Mar;114:199-209. doi: 10.1016/j.ejps.2017.12.012, PMID 29269322
44. Nandhini J, Karthikeyan E, Sheela M, Bellarmin M, Gokula Kannan B, Pavithra A, et al. Optimization of microwave-assisted green synthesis of zinc oxide nanoparticles using Ocimum americanum and Euphorbia hirta extracts: In vitro evaluation of antioxidant, anti-inflammatory, antibacterial, cytotoxicity, and wound healing properties. Intell Pharm. 2025 Feb;3(1):90-109. doi: 10.1016/j.ipha.2024.09.003
45. Nandhini J, Muthuboopathi G, Deepa N, Parthasarathi V, Sandhanakrishnan R, Devi K, et al. Design, synthesis, characterization and anti-microbial activity of Schiff and Mannich bases of novel isatin derivatives. Indian J Nat Sci. 2022;13.
46. Ermawati DE, Yugatama A, Ramadhani BR, Pertiwi I, Rosikhoh A, Novachiria SR. Stability and antibacterial activity test of nanosilver biosynthetic hydrogel. Int J Appl Pharm. 2022 Mar;14:221-6. doi: 10.22159/ijap.2022v14i2.43584
47. Hossain S, Islam A, Tasnim F, Hossen F, E-Zahan K, Asraf A. Antimicrobial, antioxidant and cytotoxicity study of Cu(II), Zn(II), Ni(II), and Zr(IV) complexes containing O, N donor schiff Base ligand. Int J Chem Res. 2024 Oct;8:1-11.
48. Njoku CN, Otisi SK. Application of central composite design with design expert v13 in process optimization. In: Kayarogannam P, editor. Response Surface Methodology - Research Advances and Applications. London: IntechOpen; 2023. doi: 10.5772/intechopen.109704
49. Breijyeh Z, Jubeh B, Karaman R. Resistance of Gram-negative bacteria to current antibacterial agents and approaches to resolve it. Molecules. 2020 Mar;25(6):1340. doi: 10.3390/molecules25061340, PMID 32187986
Published
How to Cite
Issue
Section
Copyright (c) 2025 J Renuka devi

This work is licensed under a Creative Commons Attribution 4.0 International License.
The publication is licensed under CC By and is open access. Copyright is with author and allowed to retain publishing rights without restrictions.