B. Castro-Domingueza,
K. Moroneyab,
B. Schallera,
S. O'Connora,
A. Cloonanac,
T. T. N. Vob,
G. Walkera and
E. J. O'Reilly*a
aSynthesis and Solid State Pharmaceutical Centre (SSPC), Bernal Institute, University of Limerick, Limerick, Ireland. E-mail: Emmet.OReilly@ul.ie; Tel: +353 61 234663
bMACSI, Department of Mathematics and Statistics, University of Limerick, Limerick, Ireland
cIrish Composites Centre, Bernal Institute, University of Limerick, Limerick, Ireland
First published on 6th September 2017
The development of biocompatible membrane materials capable of delivering active pharmaceutical ingredients (APIs) over a fixed time period offers significant advantages to the pharmaceutical and biomedical industries alike. In addition the incorporation of APIs within polymeric materials potentially allows for the formation of amorphous solid dispersions (ASDs), which have shown enhanced bioavailability, increased dissolution profiles and enhanced adsorption into the blood stream. Mixed matrix membranes (MMMs) have been at the forefront of such developments, however manufacturing MMMs with consistent batch to batch physical characteristics has proved challenging thereby significantly impeding the use of such materials by the pharmaceutical sector. This article describes the development, for the first time, of API and molecular sieve loaded mixed matrix membranes (MMMs) via electrospinning techniques. The developed membranes displayed consistent and controllable physical properties and more efficient API release relative to membranes prepared using traditional casting techniques. Mathematical modelling disclosed that the membranes generated via electrospinning show excellent correlation between experimental and predicted API release kinetics thereby paving the way for the development of MMMs for both pharmaceutical and biomedical applications.
MMMs are typically synthesized utilizing a casting methodology whereby the precursor solution is poured onto a plate followed by solvent removal via evaporation. Membrane production via casting has many drawbacks including batch to batch inconsistencies and has previously been described as “more of an art than a science”.7 This is highly undesirable for pharmaceutical or biomedical applications whereby delivery of a predefined concentration of API or precise control of membrane diameter may be required. As an alternative to casting, electrospinning permits the controlled fabrication of fibres, which can be subsequently arranged into membranes.8,9 Electrospinning uses electrostatic forces to produce micrometer sized fibres from polymer solutions or melts and has been widely used for applications including tissue engineering,10 biomedical sensing11 and the formation of composite materials12–15 as outlined in Table 2. The incorporation of zeolites and metal organic frameworks (MOFs) into polymeric materials via electrospinning has previously been demonstrated by Cheng et al.13 who prepared nonwoven polyimide/silica hybrid nanofiberous fabrics (<100 nm in diameter) for filtration applications. In addition Ostermann et al. successfully incorporated the MOF ZIF-8 into PVP fibres for gas sensing applications.14 Despite advances in gas sensing and filtration applications, the use of electrospinning as a fabrication technique for MMMs for pharmaceutical and biomedical applications remains to be exploited as can be seen in Table 2.
Polymer/filler | API loaded | Application | Reference |
---|---|---|---|
Poly(vinyl alcohol)/silica | None | Fabric | 12 |
Polyimide/silica | None | Fabric | 13 |
Polystyrene/CNTs | None | Fabric | 14 |
Polyurethane/CNTs | None | Fabric | 14 |
Polyvinylpyrrolidone/ZIF-8 | None | Fibres | 15 |
Poly(ε-caprolactone)/silica | Tetracycline hydrochloride | Scaffold for tissue | 10 |
Poly(ε-caprolactone) and nylon-6/boehmite nanoparticles | None | Membrane for removal of metal ions | 17 |
The aim of this work is twofold, firstly, to exploit electrospinning as a technique for the formation of MMMs containing a polymeric matrix, an active pharmaceutical ingredient (API) and molecular sieve (MS X) particles capable of controlling API release and secondly, to highlight electrospinning as a methodology for the fabrication of MMMs of defined size and uniform characteristics relative to previously used casting methods.
Poly(ε-caprolactone) (PCL) was chosen as the polymeric matrix due to its previously documented high biocompatibility and Food and Drug Administration (FDA) approval for use in pharmaceutical production.18 Ibuprofen was chosen as the model API as it has previously been incorporated into PDMS3 and PVDF19 casted membranes thereby facilitating comparison between the electrospun MMM's fabricated in this work and those in the literature. Membranes were synthesized with and without a molecular sieve in order to assess the effect of the molecular sieve on API release for the purpose of controlling API release in subsequent membrane iterations. The performance of the membranes with respect to API release kinetics are investigated experimentally and compared to mathematical models commonly used in the field. Fabrication of the electrospun MMMs is discussed in detail and the advantages of electrospun MMMs, based on the integration of theoretical and experimental results are discussed.
Nomenclature | System | Composition [wt%] | Synthesis method |
---|---|---|---|
M1 | IBU/PCL | 3/97 | Casting |
M2 | IBU/MS X/PCL | 3/10/87 | Casting |
M3 | IBU/MS X/PCL | 3/20/77 | Casting |
M1_ES | IBU/PCL | 3/97 | Electrospinning |
M2_ES | IBU/MS X/PCL | 3/10/87 | Electrospinning |
Fig. 1 shows a schematic of the process used for the fabrication of electrospun and casted membranes. For the casting method, approximately 20 ml of the precursor solution was placed in a beaker and allowed to dry at room temperature for 24 hours. It is important to mention that the membranes with MS X, required higher precursor volumes to produce defect-free membranes. Membranes were subsequently stored in an oven at 40 °C for 24 hours to ensure complete solvent removal followed by hot-pressing at 50 °C to ensure flatness of the films. Electrospun membranes were generated utilizing a custom built electrospinning device, which consisted of a plastic syringe with a metallic needle. The needle was connected to a high voltage supply (Bertan, Series 230). Grounded aluminium foils were used for collecting the fibres and were located 14 cm from the needle. Electrospinning parameters were optimised in accordance with solution properties such as polymer molecular weight and solution viscosity.11 The precursor solution containing PCL, API and MS X was injected at a flow rate of 50–70 mL h−1 and deposited utilizing a current of 7–9 kV onto aluminium foils to form thin fibrous films. A single layer was considered completed when the metallic foil was visually completely covered. Each layer formed over the foil was peeled off and stacked in Petri dishes until the total mass of the stack was of ∼0.3 g. The multilayer fibrous films were hot pressed at 50 °C for 5 min to form a single membrane. For all membranes synthesized in this work, the presence of the solvent was not observed in any of the characterization methods, including FTIR analysis and drug dissolution.
API release was analysed utilizing ultraviolet-visible spectroscopy (UV-Vis) at a wavelength of 220 nm as MS X is not detectable at this wavelength. Physical characterisation of the membranes was carried out using scanning electron microscopy (SEM) imaging as well as XRD and FTIR. The swelling ratio (SR) and erosion ratios (ER) of the membranes were determined by weighing the membranes before (WB), immediately after testing (WW) and post-test dried (WD); these membrane properties were computed according to eqn (1) and (2).
![]() | (1) |
![]() | (2) |
Various mathematical models have been proposed in the literature to describe the release profile of soluble API from drug delivery devices, a summary of which has been presented by Costa et al.22 Specifically in the case of mixed matrix membranes, Aligieri et al.3 applied various models including zero order, first order, Higuchi, Bhaskar and Korsemeyer–Peppas in an attempt to explain the release mechanism of drugs from different mixed matrix membranes. In this work, based on physical considerations, we consider the performance of two diffusion based models to describe the release profile of ibuprofen from both casted and electrospun membranes. These models are the most relevant due to their accuracy in describing the physical phenomena that occurs during drug delivery/API release.
![]() | (3) |
The constant k is the mass transfer coefficient and c(0) = c0 gives the initial API concentration. Solving this equation and rewriting it in terms of the fraction of the API extracted we obtain;
![]() | (4) |
The quantities M(t) and M(∞) represent the mass of the API extracted into solution at time t and at full extraction respectively. The mass transfer coefficient can be rewritten in terms of an effective diffusion coefficient Dk, and the half thickness of the membrane H as . It is important to note that the effective diffusion coefficient in this equation depends on the average membrane concentration and the choice of diffusion length scale (H). Thus we do not expect it to agree with the diffusion coefficient D, detailed in the full diffusion model below which accounts for the concentration variation within the membrane. It is however useful for finding the rate constant for the assumption of first order release, facilitating comparison between membranes and giving an approximate idea of the size of the diffusion coefficient D. The data is fitted using the least squares method and assuming that the last experimental data point corresponds to M(∞) (i.e. all extractable API has been released).
![]() | (5) |
![]() | (6) |
c(H,t) = 0, | (7) |
c(x,0) = c0. | (8) |
This problem is readily solvable by separation of variables to yield the API concentration at a given time and axial position in the membrane.23 As above, we define M(t) as the mass of API released into the buffer solution at time t and M(∞) as the mass of extractible API in the membrane. The mass of extracted API at time t is calculated using:
![]() | (9) |
Substituting the solution for c(x,t) into the equation gives the mass fraction of extracted API at time t:
![]() | (10) |
Thus the equation gives an analytical expression for the mass fraction of API released at time t. Experimental data on mass of API extracted is normalised by dividing by the last experimental data point (M(∞)). The equation is then fitted to the data using the least squares method with the diffusion coefficient D being the unknown parameter to be estimated. The models introduced here will be referred to as the first order and diffusion models in the rest of the text.
![]() | ||
Fig. 2 Particle size distributions for Ibuprofen and the filler MS X, obtained with a Microtrak S3500 particle size analyser. |
Membrane | Diameter [mm] | Density [g ml−1] | Thickness [mm] | Weight [g] |
---|---|---|---|---|
M1 | 34.1 | 0.45 | 0.67 | 0.19 |
M2 | 34.1 | 0.39 | 0.68 | 0.19 |
M3 | 34.1 | 0.47 | 1.31 | 0.45 |
M1_ES | 43.3 | 0.90 | 0.27 | 0.33 |
M2_ES | 43.3 | 0.77 | 0.27 | 0.31 |
The SEM images of membranes M2 and M3 (casting-based synthesis) (Fig. 5b) showed particles of MS X, indicating some particle agglomeration in various sections of the membranes' surface. This could also be the result of sedimentation of the inorganic material. In addition the difference in physical properties between the molecular sieve and the liquid polymer solution may have induced the filler to precipitate during membrane formation. It has previously been shown that sedimentation and agglomeration of fillers can cause pinholes in the membrane structure.25 Furthermore, the SEM images of M1 suggest the presence of crystals within the structure of the membrane indicating that amorphisation of ibuprofen was not complete and/or unstable within the polymeric matrix. The casting based M1 membrane does not contain a molecular sieve and therefore it can be concluded that some of the ibuprofen may have recrystallized on the membrane surface.
Alternatively electrospun membranes showed a consistent thickness, since the deposition of the fibres was controlled by a layer-by-layer methodology. Typical thickness of the layer electrospun onto the aluminium foil ranged from 5–20 μm. As each membrane is formed by a layer by layer stacking approach the precise membrane thickness can be easily controlled. As outlined in Table 4 all membranes fabricated via electrospinning had the same thickness and size. Moreover, the membranes fabricated via electrospinning did not show a significant change in their stiffness. A possible reason for this the higher porosity induced by the arrangement of the fibres formed during the electrospinning process as shown in Fig. 6. SEM images in Fig. 6 also reveal that the final hot pressing stage, carried out during the synthesis of the membranes, had no effect on membrane morphology.
SEM images show no visual crystals or signs of API or molecular sieves in crystalline form indicating that ibuprofen and MS X are entrapped within the polymeric fibres with a high degree of amorphicity. The entrapment of ibuprofen into amorphous solid dispersions (ASDs) utilizing PCL was previously demonstrated by Zhu et al.,27 where microcapsules of PCL/Ibuprofen were generated with a load of >20 wt%. In this work, X-ray diffraction and FTIR of the membranes was performed to assess crystallinity and/or amorphous state of ibuprofen within the polymeric membrane. Unfortunately, the detection of the API at a concentration of 3% was not possible most likely due to low API concentration and entrapment of API within the polymeric fibres. As shown in Fig. 7, some of the peaks of ibuprofen overlap those of the MS X and PCL, and therefore its detection and crystallinity assessment via XRD was also hindered. Nevertheless, it is important to mention that in contrast with the membranes synthesized via casting, electrospun membrane showed no traces of surface MS X and ibuprofen on the SEM images. As a result, it is possible to conclude that the particles were successfully entrapped within the fibres of the membranes however further studies are required to assess the % crystallinity.
It is hypothesized that the transport of the API in electrospun membranes occurs in the following steps: (1) API molecules, encapsulated by a single polymer fibre, diffuse through the interstitial voids of the polymer surrounding it. The API molecule would be required to move a maximum distance equal to the radii of the fibre. (2) At the surface the fibres, the API is desorbed and diffuses into a porous region contained within the membrane “scaffold”. (3) The API diffuses outside the membrane scaffold into the buffer solution.
The effect of the molecular sieve on the release of ibuprofen was similar for both casted and electrospun membranes. In both cases the presence of the molecular sieve appeared to hinder the release of the API. For instance, the membrane M3, which contains 20% of the MS X, showed a maximum extraction of 0.6 (Fig. 8), while membranes M1 and M2 reached 0.9. This effect was not clearly seen when comparing membranes M1 and M2. This could be the due to many variables that could not be tightly controlled in the casting-based membranes such as thickness, porosity and sedimentation/segregation of the API. In the case of electrospun membranes, the physical dimensions were the same and therefore a more conclusive observation can be achieved. Membrane M1_ES reached a maximum extraction of 0.9, while membrane M2_ES (containing 10% of the MS X) reached a maximum of 0.7, suggesting that the MS X has an adsorptive influence to the ibuprofen molecule. The Ibuprofen binds strongly to zeolites with high aluminium content, mainly due to an increase in Van der Waals interactions.28 Furthermore, ibuprofen, with a kinetic diameter of 6–10 Å, is not only entrapped by the polymeric matrix, but also by MS X, which has large pores of 10–13 Å,28,29 thereby permitting a more controlled/steady release of the API. The optimal ratio of molecular sieve to API ratio has not yet been reported in the literature for this system.
The experimental release of ibuprofen was fitted with the mathematical models described in Section 2.3 and their performance shown in Fig. 8, 9 and Table 5. At first, it is important to notice that the maximum API extractable from the membrane appeared to be heavily dependent on the zeolite content. Nevertheless, this trend is not consistent between membranes M1 and M2 due to the presence of structural defects in the surface of the membrane. Both, first order and diffusion models showed a reduced R2 for these two membranes, although the values still indicated a good overall fit. This may indicate that, in fact, the membranes had structural defects that produced variations in their performance. On the other hand, electrospun membranes showed the highest R2 among the membranes tested, demonstrating that their performance follows the predicted mathematical specifications and highlights the more ideal performance of electrospun membranes where API release is concerned. It is apparent that despite their underlying assumptions, the two models applied here can accurately capture the release behaviour of the membranes. The estimated diffusion coefficients are in the order of 10−8–10−7 cm2 s−1 for the cast membranes and 10−9–10−8 cm2 s−1 for the electrospun membranes. It is noted that, while the fitted diffusion coefficients are different for the different models as expected, the variation across the membranes in the coefficients follows the same trend.
An additional advantage of fabricating membranes, such as the one proposed in this work, is the formation of amorphous solid dispersions (ASDs). The de-crystallization of Ibuprofen and further dispersion of the molecules within polymers has been reported to improve the release of the drug in the body.30 ASDs are used as a strategy to increase the bioavailability of poorly water-soluble APIs such as Ibuprofen, which has a water solubility of 10 mg L−1 at 20 °C. An ASD begins to form when the solid crystalline material is dissolved in a solvent/polymer system and its crystal lattice is disrupted. When the solvent is removed, the API is trapped by the polymer, effectively preventing its recrystallization.
The encapsulation of APIs within inorganic frameworks such as molecular sieves, MOFs and zeolites has been identified as a clear strategy for future drug delivery devices. This work demonstrated that the effect of the inorganic molecular sieve in the membranes synthesized via casting was difficult to evaluate since the properties of the membranes varied significantly. However, within electrospun-based membranes, it is possible to conclude that the molecular sieve slowed the release of the API. The results were supported by two mathematical models, which reflect the ideal performance of the membranes. The successful fitting of the models to the release data indicate a diffusion controlled release from the membranes and diffusion coefficients have been estimated for API release from both cast and electrospun mixed matrix membranes. Although, in vivo dissolution tests are necessary to ensure their commercial applicability, the membranes fabricated via electrospinning displayed more consistent physical characteristics, increased control during the fabrication process and more rapid API release relative to those formed via casting methods. These advantages along with significant potential for scale up highlight the potential of electrospinning as a fabrication technique for MMMs for pharmaceutical and biomedical applications.
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