Application of Box–Behnken Design and Desirability function in the Optimization of Aceclofenac-Loaded Micropsonges for Topical Application

2021 ◽  
pp. 6295-6303
Author(s):  
Anjali Sharma ◽  
Guarve Kumar ◽  
Ranjit Singh
Keyword(s):  
Particle Size ◽  
Desirability Function ◽  
Spherical Shape ◽  
Entrapment Efficiency ◽  
Diffusion Method ◽  
Box Behnken Design ◽  
Diagnostic Plots ◽  
Level 3 ◽  
Selection Of ◽  
Polymer Ratio

Background: The aim of the present investigation was to develop optimized Aceclofenac-loaded microsponges using Box-Behnken design (BBD) and desirability function. Material and Method: Aceclofenac-loaded microsponges were developed using ethyl cellulose, ethanol and polyvinyl alcohol (PVA). Initially, a trial batch was developed using quasi-emulsion solvent diffusion method, and by optimizing the drug-polymer ratio. A 3-level, 3-factor BBD was used to investigate the effect of PVA, ethanol and stirring speed on particle size and entrapment efficiency (EE). The models used for the optimization were analyzed through ANOVA and diagnostic plots. Finally, the desirability function was used for the selection of optimized formulation composition. Results: A drug-polymer ratio of 1.5:1 was taken as optimized ratio for all the formulations. The developed microsponges were of the spherical shape having size and %EE in the range of 22.54±2.85 µm to 49.08±5.01 µm and 70.57±4.19% to 86.43±2.58 %, respectively. The amounts of PVA, ethanol and stirring speed were noted to have a significant impact on particle size and %EE. Finally, an optimized formulation (size-22.69 and %EE-86.42) was developed with a desirability value of 0.9967. Conclusion: The BBD is a valuable tool for the development of optimized microsponges with desired properties.

scholarly journals Development of nitazoxanide-loaded colon-targeted formulation for intestinal parasitic infections: centre composite design-based optimization and characterization

2020 ◽  
Vol 6 (1) ◽  
Author(s):  
Charu Bharti ◽  
Upendra Nagaich ◽  
Jaya Pandey ◽  
Suman Jain ◽  
Neha Jain
Keyword(s):  
Particle Size ◽  
Desirability Function ◽  
In Vitro Release ◽  
Entrapment Efficiency ◽  
In Vitro Drug Release ◽  
Release Studies ◽  
Percentage Yield ◽  
Vitro Release ◽  
Selection Of

Abstract Background The current investigation is focused on the development and characterization of Eudragit S100 coated nitazoxanide-loaded microbeads as colon-targeted system utilizing central composite design (CCD) and desirability function. The study initiated with the selection of a BCS class II drug nitazoxanide and its preformulation screening with excipients, selection of polymer and identification of concentration for CCD, selection of optimized formulation based on desirability function, and in vitro release studies in simulated gastric and colonic media and stability studies. A two-factor, three-level CCD was employed with two independent variables, i.e. X1 (chitosan % w/v) and X2 (sodium tripolyphosphate % w/v), and three dependent variables, i.e. Y1 (particle size in micrometres), Y2 (percentage yield) and Y3 (percent entrapment efficiency), were chosen. Additionally, surface morphology, mucoadhesion and in vitro drug release studies were also conducted. Result Chitosan concentration showing maximum entrapment and optimum particle size was selected to formulate chitosan beads. The polynomial equation and model graphs obtained from the Design-Expert were utilized to examine the effect of independent variables on responses. The effect of formulation composition was found to be significant (p ˂ 0.05). Based on the desirability function, the optimized formulation was found to have 910.14 μm ± 1.03 particle size, 91.84% ± 0.64 percentage yield and 84.75% ± 0.38 entrapment efficiency with a desirability of 0.961. Furthermore, the formulations were characterized for in vitro drug release in simulated colonic media (2% rat caecal content) and have shown a sustained release of ∼ 92% up to 24 h as compared to in vitro release in simulated gastric fluid. Conclusion The possibility of formulation in enhancing percentage yield and entrapment efficiency of nitazoxanide and the utilization of CCD helps to effectively integrate nitazoxanide microbeads into a potential pharmaceutical dosage form for sustained release.

scholarly journals FORMULATION AND EVALUATION OF PRONIOSOMAL GEL-BASED TRANSDERMAL DELIVERY OF ATORVASTATIN CALCIUM BY BOX–BEHNKEN DESIGN

2019 ◽  
pp. 335-343 ◽  
Author(s):  
SOUJANYA C ◽  
RAVI PRAKASH P
Keyword(s):  
Particle Size ◽  
Drug Release ◽  
Release Kinetics ◽  
Skin Permeation ◽  
Spherical Shape ◽  
Entrapment Efficiency ◽  
Transmission Electron Microscopy Analysis ◽  
Box Behnken Design ◽  
Atorvastatin Calcium ◽  
Span 60

Objective: The aim of this study was to investigate the combined influence of three independent variables in the preparation of atorvastatin proniosomes by coacervation-phase separation method. Methods: On the basis of the preliminary trials, a 3-factor, 3-level Box–Behnken design was employed to study the effect of cholesterol, soya lecithin, and Span 60 independent variable on dependent variables (particle size and % entrapment efficiency). Transmission electron microscopy analysis of optimized formulation has demonstrated the presence of individual proniosomes in spherical shape. Results: Atorvastatin optimized proniosomal formulation F2 shown better particle size and % entrapment efficiency, and also, the drug release was 99.72% within 24 h in slow and controlled manner when compared with control. Kinetic analysis of drug release profiles showed that the drug release was followed by zero-order manner with Korsmeyer–Peppas model, which implies super case II release kinetics. The particle size and zeta potential of the optimized atorvastatin proniosomal gel were found to be 65.72 and −10.5, respectively. The optimized batch of proniosomes was used for the preparation of atorvastatin-based proniosomal hydrogel by incorporating hydrated proniosomes to carbopol matrix to enhance the stability and viscosity of the system. Conclusion: The enhanced skin permeation, for a prolonged period of time, may lead to improved efficacy and better patient compliance. This study suggests that proniosomal gel-containing atorvastatin could perform therapeutically better effects than the conventional formulations.

Development and Optimization of Lovastatin-loaded Trans-dermal Proniosomal Gel using Box-Behnken Design

2018 ◽  
Vol 11 (4) ◽  
pp. 4196-4207
Author(s):  
Soujanya C ◽  
Ravi Prakash P
Keyword(s):  
Particle Size ◽  
Drug Release ◽  
Skin Permeation ◽  
Spherical Shape ◽  
Entrapment Efficiency ◽  
Tween 80 ◽  
Transdermal Drug Delivery System ◽  
Tem Analysis ◽  
Box Behnken Design ◽  
The Stability

In this study, a proniosome-based transdermal drug delivery system of lovastatin was developed by coacervation phase separation method. On the basis of the pilot trials, a 3-factor, 3-level Box–Behnken design was employed to characterize the effect of Cholesterol, soya lecithin and Tween 80 on dependent variables (particle size, entrapment efficiency, and drug release). TEM analysis of optimized formulation has demonstrated the presence of individual Proniosomes in spherical shape. Lovastatin optimized proniosomal formulation F1 shown better particle size and percentage entrapment efficiency and drug release of 99.49% within 24h in slow and controlled manner when compared with control. Kinetic analysis of drug release profiles showed that the systems predominantly released Lovastatin in a zero-order manner with a strong correlation coefficient (R2= 0.9990). The particle size and Zeta potential of the optimized lovastatin proniosomal gel was found to be 138.82 nm and -11.4 mV respectively. Optimized batch of Proniosomes was used for the preparation of Lovastatin - based proniosomal hydrogel by incorporating hydrated Proniosomes to Carbopol matrix to enhance the stability and viscosity of the system. The enhanced skin permeation for prolonged time may lead to improved efficacy and better patient compliance.      

Formulation and Evaluation of Mefloquine Hydrochloride Nanoparticles

2014 ◽  
Vol 7 (1) ◽  
pp. 2377-2386
Author(s):  
Dilip Kumar Gupta ◽  
B K Razdan ◽  
Meenakshi Bajpai
Keyword(s):  
Particle Size ◽  
Sustained Release ◽  
In Vitro Release ◽  
Entrapment Efficiency ◽  
Taste Masking ◽  
Diffusion Method ◽  
Drug Entrapment Efficiency ◽  
Resistant Strains ◽  
Vitro Release

The present study deals with the formulation and evaluation of mefloquine hydrochloride nanoparticles. Mefloquine is a blood schizonticidal quinoline compound, which is indicated for the treatment of mild-to-moderate acute malarial infections caused by mefloquine-susceptible multi-resistant strains of P. falciparum and P. vivax. The purpose of the present work is to minimize the dosing frequency, taste masking toxicity and to improve the therapeutic efficacy by formulating mefloquine HCl nanoparticles. Mefloquine nanoparticles were formulated by emulsion diffusion method using polymer poly(ε-caprolactone) with six different formulations. Nanoparticles were characterized by determining its particle size, polydispersity index, drug entrapment efficiency, drug content, particle morphological character and drug release. The particle size ranged between 100 nm to 240 nm. Drug entrapment efficacy was >95%. The in-vitro release of nanoparticles were carried out which exhibited a sustained release of mefloquine HCl from nanoparticles up to 24 hrs. The results showed that nanoparticles can be a promising drug delivery system for sustained release of mefloquine HCl.

Preparation, Characterization and In-vitro release of Piroxicam-loaded Solid Lipid Nanoparticles

2010 ◽  
Vol 3 (3) ◽  
pp. 1136-1146
Author(s):  
V K Verma ◽  
Ram A
Keyword(s):  
Electron Microscopy ◽  
Particle Size ◽  
Solid Lipid Nanoparticles ◽  
In Vitro Release ◽  
Entrapment Efficiency ◽  
Lipid Nanoparticles ◽  
Diffusion Method ◽  
Solid Lipid ◽  
Vitro Release

 Solid lipid nanoparticles (SLNs) of piroxicam where produced by solvent emulsification diffusion method in a solvent saturated system. The SLNs where composed of tripamitin lipid, polyvinyl alcohol (PVAL) stabilizer, and solvent ethyl acetate. All the formulation were subjected to particle size analysis, zeta potential, drug entrapment efficiency, percent drug loading determination and in-vitro release studies. The SLNs formed were nano-size range with maximum entrapment efficiency. Formulation with 435nm in particle size and 85% drug entrapment was subjected to scanning electron microscopy (SEM) and transmission electron microscopy (TEM) for surface morphology, differential scanning calorimetry (DSC) for thermal analysis and short term stability studies. SEM and TEM confirm that the SLNs are nanometric size and circular in shape. The drug release behavior from SLNs suspension exhibited biphasic pattern with an initial burst and prolong release over 24 h. 

scholarly journals Chitosan Nanocarrier Entrapping Hydrophilic Drugs as Advanced Polymeric System for Dual Pharmaceutical and Cosmeceutical Application: A Comprehensive Analysis Using Box-Behnken Design

Polymers ◽  
2021 ◽  
Vol 13 (5) ◽  
pp. 677
Author(s):  
Sara A. Abosabaa ◽  
Aliaa N. ElMeshad ◽  
Mona G. Arafa
Keyword(s):  
Particle Size ◽  
Sodium Tripolyphosphate ◽  
Chitosan Nanoparticles ◽  
Optimization Procedure ◽  
Entrapment Efficiency ◽  
Chitosan Solution ◽  
Polydispersity Index ◽  
Successful Implementation ◽  
Solution Ph ◽  
Box Behnken Design

The objective of the present research is to propose chitosan as a nanocarrier for caffeine—a commonly used drug in combating cellulite. Being a hydrophilic drug, caffeine suffers from insufficient topical penetration upon application on the skin. Chitosan nanoparticles loaded with caffeine were prepared via the ionic gelation technique and optimized according to a Box–Behnken design. The effect of (A) chitosan concentration, (B) chitosan solution pH, and (C) chitosan to sodium tripolyphosphate mass ratio on (Y1) entrapment efficiency percent, (Y2) particle size, (Y3) polydispersity index, and (Y4) zeta potential were studied. Subsequently, the desired constraints on responses were applied, and validation of the optimization procedure was confirmed by the parameters exhibited by the optimal formulation. A caffeine entrapment efficiency percent of 17.25 ± 1.48%, a particle size of 173.03 ± 4.32 nm, a polydispersity index of 0.278 ± 0.01, and a surface charge of 41.7 ± 3.0 mV were attained. Microscopical evaluation using transmission electron microscope revealed a typical spherical nature of the nanoparticles arranged in a network with a further confirmation of the formation of particles in the nano range. The results proved the successful implementation of the Box–Behnken design for optimization of chitosan-based nanoparticles in the field of advanced polymeric systems for pharmaceutical and cosmeceutical applications.

scholarly journals PREPARATION, CHARACTERIZATION AND EVALUATION OF POLY (LACTIDE –CO –GLYCOLIDE) MICROSPHERES FOR THE CONTROLLED RELEASE OF ZIDOVUDINE

2017 ◽  
Vol 9 (12) ◽  
pp. 70 ◽  
Author(s):  
Seema Kohli ◽  
Abhisek Pal ◽  
Suchit Jain
Keyword(s):  
Particle Size ◽  
Controlled Release ◽  
Double Emulsion ◽  
Entrapment Efficiency ◽  
Diffusion Method ◽  
Average Particle ◽  
Plga Microspheres ◽  
Good Reproducibility ◽  
Solvent Diffusion ◽  
Emulsion Solvent Diffusion Method

Objective: The purpose of this research work was to develop and evaluate microspheres appropriate for controlled release of zidovudine (AZT).Methods: The AZT loaded polylactide-co-glycolide (PLGA) microspheres were prepared by W/O/O double emulsion solvent diffusion method. Compatibility of drug and polymer was studied by Fourier-transform infrared spectroscopy (FTIR). The influence of formulation factors (drug: polymer ratio, stirring speed, the concentration of surfactant) on particle size encapsulation efficiency and in vitro release characteristics of the microspheres was investigated. Release kinetics was studied and stability study was performed as per ICH guidelines.Results: Scanning electron microscopy (SEM) images show good reproducibility of microspheres from different batches. The average particle size was in the range of 216-306 μm. The drug-loaded microspheres showed 74.42±5.08% entrapment efficiency. The cumulative percentage released in phosphate Buffer solution (PBS) buffer was found to be 55.32±5.89 to 74.42±5.08 %. The highest regressions (0.981) were obtained for zero order kinetics followed by Higuchi (0.968) and first order (0.803).Conclusion: Microsphere prepared by double emulsion solvent diffusion method was investigated and the results revealed that 216-306 μm microsphere was successfully encapsulated in a polymer. FT-IR analysis, entrapment efficiency and SEM Studies revealed the good reproducibility from batch to batch. The microspheres were of an appropriate size and suitable for oral administration. Thus the current investigation show promising results of PLGA microspheres as a matrix for drug delivery and merit for In vivo studies for scale up the technology.

scholarly journals FORMULATION, OPTIMIZATION AND IN VITRO EVALUATION OF 5-FLUOROURACIL LOADED LIQUORICE CRUDE PROTEIN NANOPARTICLES FOR SUSTAINED DRUG DELIVERY USING BOX-BEHNKEN DESIGN

2021 ◽  
pp. 216-226
Author(s):  
GEETHA V. S. ◽  
MALARKODI VELRAJ
Keyword(s):  
Drug Delivery ◽  
Particle Size ◽  
Drug Release ◽  
Crude Protein ◽  
Drug Loading ◽  
Entrapment Efficiency ◽  
Box Behnken Design ◽  
Sustained Drug Delivery ◽  
Drug Loading Efficiency

Objective: To formulate, optimize and evaluate 5-fluorouracil loaded liquorice crude protein nanoparticles for sustained drug delivery using Box-Behnken design. Methods: 5-fluorouracil (5-FU) loaded liquorice crude protein (LCP) nanoparticles were prepared by desolvation method using ethanol-water (1:2 ratio), Tween-80 (2%v/v) as stabilizing agent and gluteraldehyde (8% v/v) as cross linking agent. The optimization of prepared nanoparticles was carried out using Box-Behnken design with 3 factors 2 levels and 3 responses. The independent variables were A)5-FU concentration B)LCP concentration and C) sonication time while the responses were R1) Drug entrapment efficiency R2) Drug loading efficiency and R3) Particle size. The correlation between factors and responses were studied through response surface plots and mathematical equations. The nanoparticles were evaluated for FTIR, physicochemical properties like particle size and zeta potential by Photon correlation spectroscopy (PCS) and surface morphology by TEM. The entrapment efficiency, drug loading efficiency and in vitro drug release studies in PBS pH 7.4 (24 h) were carried out. The observed values were found to be in close agreement with the predicted value obtained from the optimization process. Results: 5-fluorouracil loaded LCP nanoparticles were prepared by desolvation method, the optimization was carried out by Box-Behnken design and the final formulation was evaluated for particle size (301.1 nm), zeta-potential (-25.8mV), PDI(0.226), with entrapment efficiency (64.07%), drug loading efficiency (28.54%), in vitro drug release (65.2% in 24 h) respectively. The formulated nanoparticles show Higuchi model drug release kinetics with sustained drug delivery for 24 h in pH7.4 buffer. Conclusion: The results were proved to be the most valuable for the sustained delivery of 5-Fluorouracil using liquorice crude protein as carrier. 5-FU–LCP nanoparticles were prepared using Tween-80 as stabilizing agent and gluteraldehyde as cross-linking agent to possess ideal sustained drug release characteristics.

scholarly journals FORMULATION AND CHARACTERIZATION OF GASTRORETENTIVE FLOATING MICROBALLOONS OF POORLY WATER-SOLUBLE DRUG DIACEREIN

2021 ◽  
Vol 15 (5) ◽  
pp. 8-12
Author(s):  
Kajal Tomer ◽  
Dilip Kumar Gupta
Keyword(s):  
Particle Size ◽  
Entrapment Efficiency ◽  
Water Soluble ◽  
In Vitro Dissolution ◽  
Diffusion Method ◽  
Acrylic Polymer ◽  
Water Soluble Drug ◽  
Technological Advances ◽  
S 100

The drug can be released in a controlled manner using a gastro retentive dosage type. The main focus on the novel technological advances in the floating drug delivery method for gastric retention. The preparation of diacerein micro balloon is done by solvent diffusion method, using acrylic polymer like Eudragit S 100 and HPMC K4 M. The various evaluation of the prepared floating microsphere like its % yield, drug entrapment efficiency, particle size in-vitro dissolution, buoyancy, was studied. The floating microsphere was found to be spherical and range from 85 μm - 192 μm. Whereas the buoyancy in gastric mucosa between the range 30.5% -49.5%. The % yield and % entrapment efficiency were found under the range 61% - 82% and 45.1–84.1% respectively. The microsphere showed favorable in-vitro dissolution 76.8 to 94.45. The optimized formulation was found based on evaluation of floating micro-balloons, Formulation (M3E3) showed the best result as particle size 192 μm, DDE 84.1%, in vitro drug release 94.5%, and in vitro buoyancy 49.5%. all the formulations showed controlled release up to 24 hours.

scholarly journals Formulation and characterization of flurbiprofen loaded microsponge based gel for sustained drug delivery

2019 ◽  
Vol 10 (4) ◽  
pp. 2765-2776
Author(s):  
Naresh Kshirasagar ◽  
Goverdhan Puchchakayala ◽  
Balamurgan K
Keyword(s):  
Drug Delivery ◽  
Particle Size ◽  
Drug Release ◽  
Diffusion Method ◽  
Skin Delivery ◽  
Sustained Action ◽  
Release Studies ◽  
Ft Ir ◽  
Polymer Ratio

The new investigation in this present work is to develop microsponges constructed novel drug delivery system for sustained action of Flurbiprofen. Quai-emulsion solvent diffusion method was engaged using Ethyl cellulose and Eudragit RS100 with drug: polymer ratio for development of microsponges. For optimization purposes, several factors are considered in the investigation. Several evaluation studies for the formed microsponges were carried out FT-IR, SEM, DSC, X-RD, particle size analysis, morphology, drug loading and In vitro drug release studies were carried out. Finally, it was concluded that there is no drug-polymer interaction as per DSC & FT-IR. Encapsulation efficiency, particle size and drug content showed a higher impact on alteration of drug-polymer ratio. SEM studies showed that morphological microsponges are spherical and porous in nature and with the mean particle size of 38.86 μm. The gel loaded with microsponges, were followed by In vitro and Ex vivo drug release studies by modified Franz diffusion cell. Skin delivery of optimized formulation enhanced the drug residence time and maintained therapeutic concentration for an extended period of time, which is possible to show sustained action of the drug.

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