Authors should discuss the results and how they can be interpreted from the perspective of previous studies and of the working hypotheses. The findings and their implications should be discussed in the broadest context possible. Future research directions may also be highlighted.
2.1. Synthesis of Modified Alginate with 4-Aminophenyl Boronic Acid (AlgBA)
AlgBA was synthesized by activating the carboxylate groups of alginate using EDC, which facilitated the formation of amide bonds between carboxyl and amine groups. NHS was also used to enhance the stability of active intermediates in coupling reactions, forming active ester functional groups with carboxylates
Figure 1 shows the spectroscopic characterization of AlgBA. The FT-IR spectra (
Figure 1a) of sodium alginate and AlgBA show the characteristic bands of polysaccharides with carboxyl, carboxylate, and hydroxyl groups: a broad band at 3400 cm
-1 (ν, O-H) 2925 cm
-1 (ν, C-H), 1638 cm
-1 (δ
as, COO), 1409 cm
-1 (δ
s, COO), 1034 cm
-1 (δ, O-C-O), and 1300 cm
-1 (δ, C-C-H) The two spectra differ only in the presence of bands at 1450 and 1340 cm
-1, associated with C-B and B-O bond stretching, respectively. An NMR analysis was performed to confirm the modification of alginate with the boronic acid derivative.
Figure 1b shows the
1H NMR spectra of alginate and AlgBA. The peaks at 7.5 and 8.0 ppm are attributed to protons from phenyl groups, which are absent in the alginate spectrum. Additionally, characteristic signals at 3.5 and 4.0 ppm correspond to the basic structure of the polymer. The
11B NMR spectra (
Figure 1c) also displayed a peak at 19.37 ppm, indicating the sp
3 boron hybridization in AlgBA[
33]. Inductively coupled plasma mass spectrometry (ICP-MS) was used to identify and quantify the boron content in AlgBA, which was found to be 0.86%, equal to a degree of substitution of 18%.
2.2. Preparation of AlgBA/PVA Hydrogels
Hydrogels were formed by establishing dynamic covalent boronate ester bonds between AlgBA and PVA at different pH. A vial inversion test was used to confirm the formation of hydrogels (
Figure 2a) qualitatively. The hydrogels were jellified immediately after homogenizing the mixture at the three pH levels studied. The solution containing boronic acid was observed to gel within the alginate structure (
Figure 2a, left vial); conversely, the solution prepared with non-functionalized alginate flowed entirely after inversion of the vial (
Figure 2a, right vial).
Rheometry did characterize the viscoelastic properties of the AlgBA/PVA hydrogels. The effects of pH and PVA molecular weight on the viscoelastic properties of the hydrogels were tested. Flow, amplitude, and frequency tests were measured, revealing properties such as viscosity and modulus dependent on pH and PVA molecular weight.
Figure 2b shows the viscosity values obtained, and a clear positive correlation between viscosity and pH was observed. Moreover, a positive correlation between PVA molecular weight and viscosity was also observed. For instance, AlgBA/PVA145 hydrogels displayed higher viscosity than AlgBA/PVA60 hydrogels at pH 7.4 and 9.0. The hydrogels were also characterized by an amplitude test (
Figure 2c), which characterizes the rigidity of the hydrogel. In this type of analysis, the complex modulus, G*, describes the overall resistance of the material to deformation and includes the elastic (G') and viscous (G") contributions of a viscoelastic material according to the following equation
.
The influence of pH on the material's stiffness was significant (
Figure 2c). An increase in pH resulted in an evident rise in the complex modulus, indicating increased rigidity. The pH effect on the boronic acids is responsible for the changes in viscosity and complex modulus observed in the experiment. Boronic acid analogs, such as acrylamide phenyl boronic acid, have a pKa of 7.8.[
34]. The most common structure at pH < pKa is sp
2-hybridized boron with a planar trigonal boronate ester. On the other hand, at pH > pKa, the sp
3 boron and tetrahedral boronate esters predominate (see Fig 2d). Our results showed that at pH 9.0, the hydrogels showed a significantly higher viscosity due to the formation of tetrahedral boronate ester bonds. This leads to a strongly interconnected network compared to hydrogels at pH 7.4 and 6.0. In contrast, at low pH, the stability of the boronate ester decreased, resulting in a hydrogel with increased fluidity and decreased viscosity [
35]. The changes in the complex modulus, G*, are related to the stability of the dynamic covalent boronate ester bonds formed at different pH values[
36]. As previously discussed, forming the more stable tetrahedral boronate ester is prevalent in alkaline conditions, creating highly interconnected networks. The stability, however, decreases as the pH decreases, primarily because the bond adopts a more prevalent trigonal conformation in neutral and acidic solutions[
37].
Our data show that the increase in molecular weight of PVA leads to an increase in viscosity and complex modulus (
Figure 2c). For example, at pH 9.0, the viscosity increases from 0.45 ±0.05 Pa s to 3.02 ±0.29 Pa s for PVA 60 kDa and 145 kDa, respectively. Similarly, the modulus varies by approximately 4.95 ± 3.04 Pa to 11.51 ± 5.20 Pa for PVA 60 kDa and 145 kDa, respectively. The increase in viscosity and modulus with PVA molecular weight is due to increased crosslinking, which enhances chain interactions as the PVA molecular weight increases[
35]. The greater availability of 1,3
cis-diols to form boronate esters and physical crosslinking due to chain entanglements and hydrogen bond formation can be attributed to the increase in network connectivity, considering that the concentration of AlgBA remains constant in both formulations.
Figure 2e shows the frequency dependence of the elastic (G') and viscous (G") modulus. At low frequencies, the viscous modulus predominates (G"> G'), indicating a liquid-like behavior of the hydrogel. As the frequency increases, a crossover of the G' and G" lines (
Figure 2e) indicates a transition towards a more solid-like behavior. The change in the modulus is attributed to the fact that at low frequencies, there is more time for the hydrogel chains to restructure in response to a disturbance, favoring chain movement and fluidity. Conversely, less time is available for polymer chain rearrangement at high frequencies, resulting in increased rigidity and a rise in elastic modulus [
38]. The intersection frequency where the G' and G" curves meet (
Figure 2c) is related to the relaxation time (τ
R) of the hydrogel. The relaxation time (τR) can be calculated using the equation τR = 2π/ƒ
c where ƒ
c is the crossover frequency. This value provides information about the stability of the dynamic covalent bonds (DCB) and the crosslinking network. Long relaxation times indicate a more stable network[
36]. AlgBA/PVA60 displayed 5.0 s, 10.1 s, and 25.1 s relaxation times at pH 6.0, 7.4, and 9.0, respectively. On the other hand, AlgBA/PVA145 displayed a relaxation time of 12.6 s, 20.3 s, and 28.5 s at pH 6.0, 7.4, and 9.0, respectively (
Figure 2e). The relaxation times increase as the pH increases. At pH 9.0, longer relaxation times than the ones observed at pH 6.0 and 7.4, indicating higher stability and the formation of more stable tetrahedral boronate esters. It is worth noting that the concentration of AlgBA is the same in both formulations; therefore, the concentration of boronic acid is the same. Increasing the molar mass of the PVA does not enhance the network's connectivity through boronate esters. Instead, it only increases the sites of entanglements of the PVA chains. This explains why the increase in molar mass does not significantly affect the relaxation time.
Figure 3 shows the SEM images of the hydrogels at different pH values and molar masses of PVA. All the hydrogels showed an irregular porous polymer network structure; however, the hydrogels at pH 9.0 showed a more regular and less porous structure than their analogs obtained at more acidic pH, consistent with a more crosslinked structure.
2.3. Study of Metoclopramide Drug Release
Release experiments were performed for AlgBA/PVA60 and AlgBA/PVA145 hydrogels at pH 6.0, 7.4, and 9.0. The results are presented in
Figure 4, which shows that drug release occurred through diffusion within the hydrogel network, driven by a concentration gradient. The curves reveal changes in release behavior are observed with increasing pH. Alkaline pH decreases both the release rate and the amount of MTC released, while acidic pH favors the release of MTC. This behavior was observed for PVA with 60 and 145 kDa molecular weights.
The release profiles were analyzed using the Gallagher-Corrigan kinetic model (Eq. 1)[
39]. This model consists of two terms: the first describes the release associated with fast solute diffusion to the solution, and the second term is attributed to the slower release occurring at longer times and is associated with matrix degradation. Although the second phase is typically linked to carrier degradation, this model enables quantification of both the rapid release stage and the loss of connectivity resulting from boronate ester breaks during the second stage. The equation describing the model is as follows:
where F is the fraction released at time t, F
max indicates the maximum fraction of the drug released during the total time, F
B is the fraction released in stage I, tmax indicates the time at which the maximal rate of the MTC release is accomplished during stage II, and k3 and k4 are the rate constants for stage I and stage II, respectively.
Table 1 displays the kinetic parameters.
The model fitting reveals that increased pH decreases the maximum release (Fmax). Still, the release of MTC is not significantly different in the first stage (associated with the burst release). Furthermore, there are no significant differences in the rate constants (k3 and k4) at the pH and molar mass studied for PVA. The quantity and rate of drug release vary depending on the stability and degree of crosslinking in each hydrogel. An increase in pH results in a more strongly interconnected network due to the higher stability of the formed boronate ester, making drug release more difficult and reducing the amount of MTC released. On the other hand, the lower stability of the boronate ester at pH 6.0 and 7.4 results in a weakly interconnected network, which facilitates drug release.
Increasing the molecular weight of PVA increases the crosslinking density, which results in a more rigid and viscous hydrogel, as evidenced by the rheometry, consequently reducing the amount of MTC released.
To study the release of MTC under shear forces, AlgBA/PVA60 and AlgBA/PVA145 hydrogels were tested at pH 7.4 (
Figure 5). Mechanical force is an important factor in evaluating drug release behavior in scenarios like injection, chewing, swallowing, and creams. In this sense, the experiment involved shear rates of 1, 10, and 100 s
-1, which were associated with situations such as injections to chewing[
40].
The AlgBA/PVA60 hydrogel and AlgBA/PVA145 hydrogel exhibited similar MTC release profiles (
Figure 5b). However, AlgBA/PVA145 hydrogel released less MTC than AlgBA/PVA60, especially at a low shear rate (
Figure 5c). This difference is attributed to the higher molecular weight of PVA in AlgBA/PVA145 hydrogel, which generates a network with increased connectivity obstructing the diffusion of MTC molecules. Interestingly, the amount of MTC released decreases as the shear rate increases, particularly for the 145 kDa PVA hydrogel (
Figure 5c). To understand these results, we need to consider the changes experienced by the polymer network at different shear rates. An increase in frequency leads to an increase in storage modulus because it reduces the time available for the relaxation of the polymer chains, resulting in a stiffer hydrogel.
Figure 5d shows the evolution of G' during the release experiment. At a low frequency of 1 s
-1, it is observed that there is a decrease in G' as the experiment progresses. This decrease can be attributed to the relaxation of the AlgBA and PVA chains, which may explain the higher release observed at a shear rate of 1 s
-1. At shear rates of 10 and 100 s
-1, G' increases in magnitude and remains constant throughout the experiment. This suggests that the microstructure of the hydrogel is maintained during the experiment. The increase in modulus at higher shear rates maintains a more intricate network connectivity, hindering the diffusion of the metoclopramide.