Original Article

Microwave-assisted Preparation of Cross-linked Gelatin-Paracetamol Matrices: Optimization Using the D-optimal Design

10.4274/tjps.galenos.2020.48902

  • Tan Kian KUANG
  • Yew-Beng KANG
  • Ignacio SEGARRA
  • Ummarah KANWAL
  • Muhammad AHSAN
  • Nadeem Irfan BUKHARI

Received Date: 25.10.2019 Accepted Date: 01.04.2020 Turk J Pharm Sci 2021;18(2):167-175 PMID: 33902255

Objectives:

This study was conducted to assess the effect of microwave heating on the preparation of paracetamol cross-linked gelatin matrices by using the design of experiment (DoE) approach and explore the influence of the duration of microwave irradiation, the concentrations of crosslinker, and the amount of sodium bicarbonate (salt) on paracetamol release. These parameters were also compared with those of the matrices prepared via conventional heating.

Materials and Methods:

Twenty gel matrices were prepared with different durations of microwave irradiation, amounts of maize, and concentrations of sodium bicarbonate as suggested by Design Expert (DX®). The percentage drug release, the coefficient of variance (CV) in release, and the mean dissolution time (MDT) were the properties explored in the designed experimentation.

Results:

Target responses were dependent on microwave irradiation time, cross-linker amount, and salt concentration. Classical and microwave heating did not demonstrate statistically significant difference in modifying the percentage of drug released from the matrices. However, the CVs of microwave-assisted formulations were lower than those of the gel matrices prepared via classical heating. Thus, microwave heating produced lesser variations in drug release. The optimized gel matrices demonstrated that the observed percentage of drug release, CV, and MDT were within the prediction interval generated by DX®. The release mechanism of the matrix formulations followed the Peppas-Korsmeyer anomalous transport model.

Conclusion:

The DoE-supported microwave-assisted approach could be applied to optimize the critical factors of drug release with less variation.

Keywords: Controlled release gel matrices, paracetamol, microwave heating, classical heating, experiment design

INTRODUCTION

Controlling the release of drugs from a polymeric matrix is challenging in the development of controlled release dosage forms because of the different release patterns and physicochemical properties of drugs.1,2 Drug release can be delayed by cross-linking a drug with polymeric matrices.3 Chemical cross-linking is associated with the production of chemical cross-linker residuals; nevertheless, this problem can be overcome by using biopolymers that can be cross-linked with natural and non-toxic cross-linkers, such as maize, because of their safety, biodegradability, and biocompatibility. Microwave-assisted methods can also be used for cross-linking and developing dosage forms.4,5,6 Microwave emits electromagnetic radiations with a frequency of 300 GHz to 300 MHz. Most commercial microwave ovens produce a microwave wavelength of 12.25 cm, which is equivalent to 2.45 GHz6. Microwave heating can modify the state of molecular interactions between polymer chains to control physicochemical properties and drug release.1 Microwave energy is absorbed by materials, converted into molecular kinetic energy, and dissipated by molecules because of the inertial, elastic, and frictional forces of the surroundings. Its specific heating causes dipolar polarization and promotes cross-linking without using harsh solvents.7,8 Carbohydrate polymers, such as alginate, gelatin, and cellulose, have been incorporated in controlled release drug delivery systems.3,4 Sodium alginate is a water-soluble biopolymer, which is cross-linked in the presence of multivalent cations in aqueous media. It may form a hydrogel upon cross-linking.3 Calcium alginate-coated matrices significantly reduce the percentage of drugs released by the main matrix structure.1Gelatin is a natural polymer rarely used alone, because of its low intensity and high brittleness unless it is modified by several methods, such as cross-linking, grafting, and blending. Traditional experimentation for optimizing multiple factors of formulations is time consuming and does not reveal factor interactions, which may be synergistic or antagonistic. Conversely, the design of experiment (DoE) determines the relationship between factors and responses, reveals factor interactions, and facilitates the development of optimized formulations with lesser time, cost, and material consumption.2,9 The factors that may affect microwave-assisted cross-linking include microwave power, microwave exposure time, and temperature. The concentrations of macromolecules, cross-linkers, and salts and the nature of drugs may be the other factors that should be considered in designing a gel formulation.

This study was performed to assess the effect of microwave heating in the presence of a cross-linker and salt on cross-linking and drug release characteristics of gelatin matrices. This study was also conducted to optimize the above conditions for the release of a drug via the DoE approach. The model drug used in this study was paracetamol, a water-soluble drug, because of its availability and lack of risks in handling by being an over-the-counter drug, which can be rigorously tested in a study.10


MATERIALS AND METHODS

 

Chemicals and reagents

Paracetamol BP (Zulat Pharmacy, China), gelatin (R&M Chemicals), maize (National Starch & Chemical), potassium dihydrogen orthophosphate (KH2PO4; Fisher Scientific, UK), and disodium hydrogen phosphate dihydrate (Na2HPO4·2H2O; Merck, Germany) were used. Sodium hydroxide (NaOH, A. R. grade, purity 99%, MW 40; Batch no. 020606; JRL, System®) was utilized to prepare 0.1 M NaOH solution. All the other materials and reagents were of analytical grade.


Preparation of gelatin-paracetamol matrices

Microwave power from 10% to 100% and irradiation time from 10 s to 60 s were varied to generate a temperature of 60°C.11 The maximum amount of paracetamol to be added was determined on the basis of its weight (grams) dissolved in a predefined volume of water with or without using a sonicator. The time of drug dissolution was also noted.

The amount of maize (as fructose) was changed within 0.5-2.5 g, sodium bicarbonate within 2-4 g, and duration of irradiation from 20 s to 50 s by using the D-optimal design implanted in Design Expert (DX®) version 12 to generate an experimental matrix (Table 1).12 The amounts of paracetamol (0.4 g) and gelatin (9.3 g), microwave irradiation power (30%), and stirring time (30 s) were fixed. All the above ingredients were dissolved with stirring for 30 s in 22.2-26.2 mL of water to keep the total number of parts at 38.4. The resultant mass was exposed to 30% microwave power (input: 1.60 kW, output: 1100 W, and frequency: 2450 MHz; Sharp equipped with a magnetron emitter) for 50 s to achieve 60°C and maintain drug stability. Twenty matrices were prepared and incubated (230 V, 3.9 A, 50/60 Hz, and 900 W; Memmert type BE 500, Germany) at 37°C for 17 h.


In vitro drug release study

Paracetamol-gelatin matrices were subjected to an in vitro drug release study with Franz diffusion cells (PermeGear, Inc., USA; Figure 1a) fitted with a thermostat (CC1, Huber, D77656, Figure 1a) in phosphate buffer (pH=5.8) set at 37°C±2°C by utilizing a Visking membrane (VM) with a thickness of 0.0145 cm and a pore size of 0.45 µm (Whatman® International Ltd., Maidstone, England). Before the experimentation, the VM was heated in 2% sodium bicarbonate and 1 mM EDTA at 80°C for 30 min and rinsed with dissolution media.13,14 The receiver compartment was loaded with a dissolution medium and a magnetic stirrer. The membrane was mounted between the donor and receptor compartments and clamped (Figure 1b). The conditions for the release study (pH, membrane type, membrane treatment, and rpm of magnetic stirrer) were set for the maximum release after screening experimentations.

The donor compartment was filled with a test sample and covered with parafilm to prevent sample leakage. The magnetic stirrer was rotated at 300 rpm. The sample (1 mL) was withdrawn initially at 5, 15, 30, and 45 min and subsequently at 1, 2, 3, 5, and 8 h from the receiver compartment and replenished with fresh dissolution media.15 The paracetamol concentration was determined with a ultraviolet spectrophotometer (Shimadzu, model 1240, Japan) at 244 nm by using calibration curves in the media.10


Preparation of optimized and control gelatin-paracetamol matrices

The percentage of drug release, coefficient of variance (CV), and mean dissolution time (MDT) were calculated, and the release mechanism was noted with PCP Disso v3. All the outputs were entered in the generated template and analyzed using DX®. The best mathematical model for each response was selected on the basis of the statistical parameters. The optimized formulation based on the best levels of the factors given by DoE was prepared and labeled as the validation formulation, and drug release was studied.16 Control gelatin matrices were prepared with the optimized factor levels but were exposed to classical heat with a hot plate equipped with a digital magnetic stirrer (MSH-20D, Daihan Labtech Co. Ltd., WiseStir®) instead of microwave heating. The target temperature was 60°C.10


Thermal analysis of the control and optimized matrices

Differential scanning calorimetry [(DSC), Mettle Toledo, Switzerland] was performed to thermally analyze the control and optimized matrices. The samples of weight of 5-10 mg were crimpled in a standard aluminum pan by using a crucible sealing press. Hermetically sealed aluminum pans were heated from 20°C to 200°C at a rate of 10°C/min under constant nitrogen flow at 20 mL/min to record DSC thermograms.


Statistical analysis

The release data after classical heating (control) and microwave heating were compared via Mann-Whitney U test statistics in SPSS at a significance level of p<0.05.


RESULTS

In this study, a smooth and swellable paracetamol gel matrix was obtained from 0.4 g of paracetamol dissolved in 24 mL of water in a bath sonicator for 45 min under varying cross-linker concentrations, microwave power, and radiation exposure (Figure 2a). A minimum of 30% microwave power upon exposure to microwave energy for 50 s helped achieve 60°C.

Figure 2b shows that the pure paracetamol solution achieved 68.35% drug release (permeation) until the last time point (8 h). This value was higher than that from all the cross-linked matrices (8.82%-35.51%). The drug release of cross-linked matrices 8 and 9 was higher after 6 h as compared to the rest of the matrices. The CV of the drug release for the majority of matrices at 0.083 h was comparatively higher than that at the other time points. However, the value of this parameter was lesser at the later time intervals. MDT was increased from 0.04 h at 1 h to 5.05 h after 8 h. The maximum coefficient of relationship indicated that paracetamol released from microwave-treated cross-linked matrices followed the Peppas model except matrix 18, which was fitted to the first-order kinetics. The percentage of drug release at 1 h slightly decreased when the irradiation time was extended from 20 s to 35 s at low cross-linker concentrations (Figure 3a,b,c,d,e). MDT at 1, 3, and 8 h (Figure 4a,b,c,d) were lower in matrices that had high concentrations of salt and cross-linker and were exposed to microwave energy for 50 s as compared to the matrices having lower amounts of salt and cross-linker. The response plot showed a saddle-shaped surface for MDT at 1 and 5 h. The same decreasing trend was observed in MDT until 8 h. The CV was increased from 3.51 to 14.83 as the duration of microwave exposure increased from 20 s to 50 s at 3 h (Figure 5a,b,c,d). It was also increased in the presence of moderately high levels of sodium bicarbonate and prolonged microwave exposure. Conversely, it was not affected by the increased maize levels.

The DoE-predicted combinations of maize, sodium bicarbonate, and radiation exposure time for the desired properties of outputs, namely, lower release, least CV, and lower variations in drug release, were 2.50 g, 2 g, and 45 s, respectively. The amount of gelatin, drug, and water were fixed at 9.30 g, 0.40 g, and 24.2 mL, respectively. Based on the composition of matrices and conditions of their preparation, the optimized and control matrices showed responses, such as percent release, CV of release and MDT as given in Table 2.

Three control matrices were prepared using the same optimized factor levels via classical heating at 60°C instead of microwave heat exposure. The percentages of drug release from the optimized and control formulations were almost similar and best described with the Peppas model (Figure 6a). For the majority of the release time points, the Mann-Whitney U test revealed no difference between classical heating (control) and microwave heating (p>0.05). Only the percentage of drug release at 5 h, CV at 5 and 8 h, and MDT at 0.75 h significantly differed between the optimized and control formulations (p<0.05). However, the standard deviation of the matrices exposed to classical heat was higher than that of the microwave-treated matrices. Figure 6b illustrates the interaction of the formulation ingredients and the drug in the optimized and control formulations. The peak temperature of paracetamol shifted from 169.79°C to 120°C-160°C as other components were added to the formulation. Generally, the optimized formulations had two major peaks at 69.65°C-91.89°C and 118.81°C-155.63°C. The control formulation had one major peak 126.57°C-133.28°C. The combined thermogram of all the optimized samples revealed some differences in peak temperature.


DISCUSSION

The maximum effective temperature that could induce cross-linking was 60°C, which was obtained at the minimum microwave energy of 30% in a short duration of 50 s. The percentage of paracetamol released from matrices 8 and 9 was higher after 6 h. By comparison, 35.51% paracetamol release was observed in the other matrices at 8 h. This difference might be ascribed to variations in drug diffusivity behavior and possible structural damage of gel matrices during dissolution.17 Using a cross-linker and microwave energy reduced the percentage of drug release, which seemed to be an optimal extended release pattern from the resulting cross-linked swellable gelatin matrices. The high CV in the drug release of the majority of matrices at the initial time interval was decreased at terminal time intervals possibly because of a decrease in porosity, leading to compact cross-linking in matrices. An increase in MDT after 8 h suggested that the dissolution of paracetamol from the gel matrices was considerably slower than that of paracetamol from the pure solution. The drug released from most of the microwave-treated cross-linked matrices was best described by the Peppas model. Conversely, the drug released from matrix 18 followed the first-order kinetics. The diffusional exponent, n between 0.5 and 1 supported the combined involvement of Fickian diffusion and macromolecule chain relaxation (anomalous or non-Fickian transport) during drug dissolution.18 However, only response surface plots exhibiting the prominent effects on drug release are shown here. Drug release was considerably controlled by the duration of microwave exposure and the concentrations of maize and sodium bicarbonate. This phenomenon was caused by the cross-linking of gelatin under a suitable combination of factors, as described in an earlier report,10 which demonstrated that a cross-linked gelatin product requires the presence of suitable combinations of all components (gelatin, sugar, and salt) to effectuate cross-linking.10 In the present study, a low percentage of paracetamol release, at 1 h was achieved at the middle levels of irradiation time, coupled with any amount of cross-linker or salt (Figure 3a,b respectively). At 2 h, a low drug release was accomplished with the middle levels of exposure time, complemented with the higher amount of salt (Figure 3c) and higher concentrations, both of cross-linker and salt (Figure 3d). At 8 h, the higher amount of cross-linker coupled with all the concentrations of salt resulted in a lower percent of paracetamol release (Figure 3e).

The long irradiation time alone failed to reduce the percentage of drug release at 8 h when a lesser amount of the cross-linker and salt were present in the matrices. Our findings were consistent with previous report,6 which showed that the brief duration of microwave irradiation favored the sustained release characteristics of ketoprofen matrix beads. By contrast, long irradiation conferred the immediate release features possibly because of the effects of irradiation time on matrix porosity and the solid state of the drug in the gel matrix. MDTs at 1, 3, and 8 h were low at high salt and cross-linker concentrations and long microwave exposure. The saddle-shaped response plot of MDT at 1 and 5 h revealed the non-linear effect of the above factors on MDT. The duration of microwave exposure increased CV, whereas moderately high sodium bicarbonate concentrations could increase CV only at high microwave exposure. Thus, low CV was related to a comparatively shorter regime of microwave irradiations, suggesting high precision and reliability under microwave heating conditions. Controlling and limiting variations in outputs show the consistent quality of products and are critically required in research and industrial settings.19,20 A low percentage of drug release, a low CV, and a high MDT were the desired characteristics for the optimized matrices. A high MDT indicates a good release-retarding ability of a cross-linked system.21 In our study, three control matrices were prepared by classical heating at 60°C. The controlled and optimized formulations had almost similar percentage of drug release and followed the Peppas model. Heating by either classical or microwave facilitated the cross-linking of macromolecular (gelatin) chains in the presence of the cross-linker and salt. The decrease in the percentage of drug release from the gelatin matrices prepared via exposure to 330 W of microwave energy for 20-60 s was an indirect evidence of cross-linking. However, microwave exposure in this study was shorter than that in another study (10 min) that generated a temperature range of 150°C-250°C in the preparation of gelatin microspheres. Gelatin is sensitive to and is modulated at low temperatures,4,22 particularly in the presence of cross-linker. The same finding was observed in the present study. An appropriate concentration of cross-linkers (genipin and glutaraldehyde) improves the mechanical strength and thermal stability of gelatin films.23 In the present study, cross-linking occurred via a chemical interaction between sugar (maize) and gelatin under controlled heating. Cortesi et al.24 demonstrated that sugars react with gelatin via two main reactions. One reaction is called Amadori rearrangement through which the gelatin amino group (lysyl e-amino group) reacts with the aldehyde group of sugar to produce a cationic imine that rearranges to form a methylene link between 2 e-amino groups of lysine. As a result, a cross-linked structure is formed. In the other reaction, the carbonyl group of an open-chain sugar form reacts with free amino groups of gelatin. After a number of tautomerizations, a ketose sugar is produced. This carbonyl adduct can further associate with another amine group, thereby forming a cross-linked structure.24 The DSC thermograms supported the cross-linking (Figure 6b). Consistent with previous findings,25 our results revealed that pure paracetamol showed a sharp melting endotherm at 169.79°C because of the crystalline nature of the drug. The DSC curves of maize and gelatin had shallow endotherms because of their poor thermal conductivity,26 illustrating a gradual structure loss over time. The DSC curves of the microwave heat-treated (V1, V2, and V3) formulations and the classical heat-treated formulations (C1, C2, and C3) exhibited a curve with variable endothermic peak positions. Overall, the peak broadened as the melting temperatures decreased from 126.57°C to 133.28°C probably because of a decreased drug crystallinity caused by drug-polymer cross-linking. The findings also demonstrated different levels of cross-linking with different types of heat treatments of the samples as depicted by varied peak positions. Controlling various parameters, such as heating rate, placement of sample, and amount of sample either in classical or microwave heating methods, probably influenced the thermal behavior of the matrices. As expected, relatively better standard deviation, i.e., lesser varied peak positions, were observed in microwave heating than in classical heating.

The matrices prepared via classical heating (control) and microwave did not differ. However, the optimized and control matrices varied in the percentage of drug release at 5 h, CV at 5 h, CV at 8 h, and MDT at 0.75 h. Interestingly, the output of microwave exposure was having low variations (indicated by low standard deviation) and consistent quality obtained within a short period. The consistent quality of a sustained release carrier could ensure a consistent drug delivery in terms of correct timing and accurate dosage. This discriminative effect of microwave irradiation was probably attributed to its ability to penetrate a specimen with a uniform amount of heat, thereby facilitating an appropriate aldehyde cross-linking with an amino group of gelatin.4 Thermal analysis via DSC indicated the interaction between paracetamol and other ingredients, as shown by the left peak shift. A previous study reported the chemical stability of a drug embedded in a matrix generated via microwave irradiation. Hence, paracetamol in this study was expected to sustain its stability.27,28 Although the combined thermograms of all the optimized samples showed some differences in peak temperature, endothermic enthalpy may be caused by the storage duration of samples.29 Nevertheless, the microwave may be an effective approach for the preparation of sustained release matrices with better reproducibility (outputs lower variation) as compared to the conventional heating approach.


Study limitations

The time for the complete release of paracetamol was not determined. The non-thermal effects of microwave irradiation were also not assessed. These parameters should be explored in future studies.


CONCLUSION

Cross-linked gelatin treated with microwave could sustain the release of paracetamol compared to that of the paracetamol solution alone. As indicated by the relative standard deviation in the formulations, the microwave-treated cross-linked gelatin formulations yielded consistent release and lower variations in the release data compared with those prepared via classical heating. DoE could be used as a tool to optimize these conditions. Therefore, microwave heating could be applied to produce a consistent quality of pharmaceutical products.


ACKNOWLEDGMENTS

The corresponding author acknowledges the research grant [B01/05-Res(03)08] from International Medical University, Kuala Lumpur, Malaysia.

Conflicts of interest: No conflict of interest was declared by the authors. The authors alone are responsible for the content and writing of the paper.

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