3.6. Results of physicochemical evaluation
The assessment of PNIPAAm-based ensifentrine nasal gels (Table 5) involved testing their physicochemical properties, including pH level, gelation time, viscosity, and drug content measurement. The pH measurements, between 6.1 ± 0.1 and 6.6 ± 0.1, satisfied the nasal application requirements (pH 4.5–6.5), which ensures compatibility with the nasal mucosa and avoids potential irritation. The onset of drug release following nasal administration may be faster for MF9 due to its short gelation time of 25 ± 1.2 seconds. All drug contents measured in the different formulations exhibited consistent results, ranging from 97.2% to 99.5%, leading to equal ensifentrine distribution in the gel. Changes in viscosity data revealed the successful gelation of all formulations, as the measurements increased substantially from 215 cP to 598 cP before gelation and then to 3650 cP to 5587 cP after gelation. This sol-to-gel transition is vital for maintaining drug release and tissue retention within the nasal cavity.
Table 5
Physicochemical Characterisation of Ensifentrine In-situ Nasal Gel Formulations
F. Code | pH | Gelation Time (sec) | Viscosity before gelation (cP) | Viscosity after gelation (cP) | Drug Content (%) | Spreadability (g·cm/sec) |
|---|
MF1 | 6.5 ± 0.2 | 45 ± 2.1 | 215 ± 8.2 | 3650 ± 52.4 | 97.8 ± 1.2 | 26.3 ± 1.4 |
MF2 | 6.4 ± 0.1 | 38 ± 1.9 | 342 ± 10.5 | 4128 ± 67.3 | 98.6 ± 0.9 | 21.7 ± 1.2 |
MF3 | 6.3 ± 0.2 | 32 ± 1.5 | 486 ± 12.8 | 4875 ± 75.2 | 99.1 ± 0.7 | 18.4 ± 0.9 |
MF4 | 6.6 ± 0.1 | 42 ± 1.8 | 287 ± 9.7 | 3982 ± 58.6 | 97.5 ± 1.3 | 23.5 ± 1.3 |
MF5 | 6.4 ± 0.2 | 35 ± 1.6 | 398 ± 11.3 | 4576 ± 70.1 | 98.9 ± 0.8 | 19.8 ± 1.1 |
MF6 | 6.2 ± 0.1 | 28 ± 1.3 | 537 ± 13.5 | 5214 ± 82.7 | 99.3 ± 0.6 | 16.2 ± 0.8 |
MF7 | 6.5 ± 0.2 | 39 ± 1.7 | 342 ± 10.1 | 4231 ± 63.5 | 97.2 ± 1.4 | 20.6 ± 1.2 |
MF8 | 6.3 ± 0.1 | 31 ± 1.4 | 465 ± 12.4 | 4895 ± 76.8 | 98.5 ± 0.8 | 17.3 ± 0.9 |
MF9 | 6.1 ± 0.1 | 25 ± 1.2 | 598 ± 14.7 | 5587 ± 89.3 | 99.5 ± 0.5 | 14.1 ± 0.7 |
| Values are expressed as mean ± SD, (n = 3) |
An investigation into the gelation temperature and mucoadhesive strength was conducted for nasal gel formulations (Table 6). Formulations containing lower PNIPAAm quantities (1–2%) achieved the suitable gelation temperature range of 32–35°C for nasal use. The temperature behaviour of PNIPAAm gels follows expectations because this polymer forms a gel above room temperature. The mucoadhesive strength increased from 0.98 N/cm² to 2.72 N/cm² when higher amounts of HPMC K4M were used in the formulations. Formulations containing PNIPAAm at 5% together with HPMC K4M at 0.6% demonstrated the strongest bond between the formulation and mucous membranes. The superior mucoadhesive properties enable the nasal gel to stay within the cavity longer, thus providing better drug absorption.
Table 6
Response Variables for Optimisation of Ensifentrine In-situ Nasal Gel Formulations
F. Code | Gelation Temperature (°C) | Mucoadhesive Strength (N/cm²) |
|---|
MF1 | 34.2 ± 0.8 | 0.98 ± 0.06 |
MF2 | 30.5 ± 0.7 | 1.25 ± 0.08 |
MF3 | 28.1 ± 0.6 | 1.32 ± 0.07 |
MF4 | 33.7 ± 0.7 | 1.45 ± 0.09 |
MF5 | 29.8 ± 0.6 | 1.98 ± 0.12 |
MF6 | 27.5 ± 0.5 | 2.15 ± 0.13 |
MF7 | 34.1 ± 0.7 | 1.87 ± 0.11 |
MF8 | 29.2 ± 0.6 | 2.56 ± 0.15 |
MF9 | 27.1 ± 0.5 | 2.72 ± 0.16 |
| Values are expressed as mean ± SD, (n = 3) |
Optimization Results for PNIPAAm-based Ensifentrine In-situ Nasal Gel
Effect of Independent Variables on Gelation Temperature
Statistical analysis of the gelation temperature data revealed that the quadratic model was the most suitable for describing the relationship between formulation variables and gelation temperature. As shown in Table 7, the quadratic model demonstrated a sequential p-value of 0.0402, a non-significant lack of fit (p = 0.9898), and the highest adjusted R² value (0.9549) among all the evaluated models. The ANOVA results presented in Table 8 confirmed the significance of the overall model (F-value = 155.79, p = 0.0008), indicating that the selected quadratic model adequately described the variation in the data. PNIPAAm concentration (factor A) emerged as the most influential parameter affecting gelation temperature, with an exceptionally high F-value of 742.50 (p = 0.0001). HPMC K4M concentration (factor B) also exhibited a significant effect on gelation temperature (F-value = 11.48, p = 0.0428), albeit to a lesser extent compared to PNIPAAm. Notably, the quadratic term A² significantly influenced the response (F-value = 21.59, p = 0.0188), indicating a non-linear relationship between PNIPAAm concentration and gelation temperature.
The following polynomial equation expresses the mathematical relationship between the formulation variables and gelation temperature in terms of coded factors:
Gelation Temperature (°C) = + 29.70–3.22A − 0.4000B − 0.2250AB + 0.9500A² + 0.2000B² | (1) |
The contour and response surface plots (Figs. 7A and 7B) illustrate the influence of polymer concentrations on the gelation temperature. A pronounced decrease in gelation temperature was observed with increasing PNIPAAm concentration, as evidenced by the high negative coefficient (-3.22) for factor A in the polynomial equation. The temperature decreased from approximately 34°C at 1% w/v PNIPAAm to around 27°C at 5% w/v PNIPAAm. The effect of HPMC K4M was relatively modest, with only a slight decrease in gelation temperature as HPMC K4M concentration increased from 0.2% to 0.6% w/v. The curvature observed in the response surface plot was primarily attributed to the significant quadratic term A², confirming that the effect of PNIPAAm on gelation temperature was not strictly linear, particularly at higher concentrations. The optimal gelation temperature range (32–35°C) for nasal application was achieved at lower PNIPAAm concentrations (1–2% w/v), with minimal influence from HPMC K4M concentration.
Effect of Independent Variables on Mucoadhesive Strength
The model fit summary for mucoadhesive strength indicated that the quadratic model was best, as it had a sequential p-value of 0.0529, a non-significant lack of fit (p = 0.9883), and an adjusted R² of 0.9466. The results of the ANOVA in Table 8 showed that the overall model was highly significant (F value = 136.35, p = 0.0010). Generally, compared to the gelation temperature, HPMC K4M concentration (factor B) had the highest F value of 508.12 (p = 0.0002) among all factors affecting mucoadhesive strength. However, mucoadhesive strength (F = 140.05, p = 0.0013) decreased significantly with PNIPAAm concentration (factor A), although to a lesser degree than with HPMC K4M. The interaction term AB also had a significant effect (F = 15.30, p = 0.0297), indicating a synergistic interaction between the two polymers. This was also significant with the quadratic term A² (F-value = 15.53, p = 0.0291) indicating that the mucoadhesive strength is apparently not linear with respect to PNIPAAm concentration.
The polynomial equation representing the relationship between formulation variables and mucoadhesive strength was:
Mucoadhesive Strength (N/cm²) = + 1.98 + 0.3150A + 0.6000B + 0.1275AB − 0.1817A² − 0.0767B² | (1) |
The effects of polymer concentrations on mucoadhesive strength were visualised using polymer concentrations and contour plots, as well as response surface plots (Fig. 7C and 7D). The high positive coefficient (+ 0.6000) of factor B in the polynomial equation indicates a significant increase in mucoadhesive strength with an increase in the per cent concentration of HPMC K4M. The mucoadhesive strength were on the order of approximately 0.98 N/cm² at 0.2% w/v HPC K4 M and 2.72 N/cm² at 0.6% w/v HPC K4 M. Values of mucoadhesive strength increased from 0.98 N/cm² at 1% w/v PNIPAAm to approximately 1.32 N/cm² at 5% w/v PNIPAAm when HPMC K4M was fixed at 0.2% w/v positively correlated with PNIPAAm concentration. The contour plot revealed the evident presence of a positive coefficient for the interaction term AB (AB + 0.1275), as the highest mucoadhesive strength was obtained at the highest concentration of both polymers. For the significant quadratic terms, the slight curvature in the response surface plot was attributed to A² (-0.1817), which has a plateau effect, i.e., a plateau at higher PNIPAAm concentrations. Overall, the mucoadhesive strength was maximised at high concentrations of both polymers, but the dominant polymer was HPMC K4M.
Table 7
Model Fit Summary for Response Variables of Ensifentrine-loaded PNIPAAm In-situ Nasal Gel
Source | Sequential p-value | Lack of Fit p-value | Adjusted R² | Model Status |
|---|
Gelation Temperature (°C) |
|---|
Linear | < 0.0001 | 0.9523 | 0.9167 | |
2FI | 0.5218 | 0.9477 | 0.8419 | |
Quadratic | 0.0402 | 0.9898 | 0.9549 | Suggested |
Cubic | 0.2995 | 0.9972 | 0.9373 | Aliased |
Mucoadhesive Strength (N/cm²) |
Linear | 0.0002 | 0.9288 | 0.8591 | |
2FI | 0.1166 | 0.9502 | 0.8439 | |
Quadratic | 0.0529 | 0.9883 | 0.9466 | Suggested |
Cubic | 0.0148 | 1.0000 | 0.9998 | Aliased |
Table 8
ANOVA Results for Quadratic Models of Response Variables
Source | Sum of Squares | df | Mean Square | F-value | p-value | Significance |
|---|
Gelation Temperature (°C) |
|---|
Model | 65.135 | 5 | 13.03 | 155.79 | 0.0008 | significant |
A-PNIPAAm | 62.08 | 1 | 62.08 | 742.50 | 0.0001 | significant |
B-HPMC K4M | 0.9600 | 1 | 0.9600 | 11.48 | 0.0428 | significant |
AB | 0.2025 | 1 | 0.2025 | 2.42 | 0.2175 | not significant |
A² | 1.81 | 1 | 1.81 | 21.59 | 0.0188 | significant |
B² | 0.0800 | 1 | 0.0800 | 0.9568 | 0.4001 | not significant |
Mucoadhesive Strength (N/cm²) |
Model | 2.905 | 5 | 0.5796 | 136.35 | 0.0010 | significant |
A-PNIPAAm | 0.5954 | 1 | 0.5954 | 140.05 | 0.0013 | significant |
B-HPMC K4M | 2.16 | 1 | 2.16 | 508.12 | 0.0002 | significant |
AB | 0.0650 | 1 | 0.0650 | 15.30 | 0.0297 | significant |
A² | 0.0660 | 1 | 0.0660 | 15.53 | 0.0291 | significant |
B² | 0.0118 | 1 | 0.0118 | 2.77 | 0.1949 | not significant |
Validation of the statistical model
The optimised formulation and its validation parameters are summarised in Table 9.
Table 9
Validation of Optimised Formulation of Ensifentrine-loaded PNIPAAm In-situ Nasal Gel
Factor/Response | Predicted Value | Experimental Value | Percentage Error (%) |
|---|
Formulation Variables |
|---|
PNIPAAm (% w/v) | 1.0 | 1.0 | - |
HPMC K4M (% w/v) | 0.6 | 0.6 | - |
Critical Quality Attributes |
Gelation Temperature (°C) | 33.89 | 34.1 | 0.62 |
Mucoadhesive Strength (N/cm²) | 1.88 | 1.87 | -0.53 |
Desirability | 0.845 | - | - |
| Ex vivo Permeation Study |
Figure 8 and Table 10 present the ex vivo permeation results, illustrating an increase in the percentage of drug permeated over time. MF8 demonstrated the highest cumulative permeation in the studies performed (91.7 ± 3.1 after 8 hours), proving the effectiveness of the drug's diffusion through the nasal mucosa. It thus suggests that the ensifentrine-loaded nasal gels based on PNIPAAm are suitable and sustained carriers of ensifentrine better than other delivery systems, which might require low bioavailability or unadhesive.
Table 10
Ex vivo Permeation Study of Ensifentrine from In-situ Nasal Gel Formulations
Formulation | 1 h | 2 h | 3 h | 4 h | 5 h | 6 h | 7 h | 8 h |
|---|
MF1 | 11.2 ± 0.8 | 19.5 ± 1.2 | 27.4 ± 1.5 | 35.8 ± 1.7 | 44.2 ± 1.9 | 52.7 ± 2.1 | 59.3 ± 2.3 | 65.3 ± 2.4 |
MF2 | 15.4 ± 0.9 | 26.8 ± 1.4 | 37.5 ± 1.8 | 48.2 ± 2.0 | 57.9 ± 2.3 | 65.7 ± 2.5 | 72.3 ± 2.6 | 76.8 ± 2.7 |
MF3 | 13.8 ± 0.8 | 24.3 ± 1.3 | 34.6 ± 1.7 | 45.1 ± 1.9 | 54.2 ± 2.1 | 62.5 ± 2.3 | 68.7 ± 2.4 | 72.4 ± 2.5 |
MF4 | 12.5 ± 0.9 | 21.7 ± 1.3 | 30.4 ± 1.6 | 39.2 ± 1.8 | 48.5 ± 2.0 | 56.8 ± 2.2 | 63.4 ± 2.4 | 69.1 ± 2.6 |
MF5 | 17.2 ± 1.0 | 29.5 ± 1.5 | 41.3 ± 1.9 | 52.7 ± 2.2 | 63.4 ± 2.5 | 72.8 ± 2.7 | 79.5 ± 2.8 | 83.5 ± 2.9 |
MF6 | 16.0 ± 0.9 | 27.8 ± 1.4 | 39.2 ± 1.8 | 50.5 ± 2.1 | 60.7 ± 2.3 | 69.6 ± 2.5 | 75.8 ± 2.7 | 79.2 ± 2.8 |
MF7 | 12.3 ± 0.8 | 21.5 ± 1.2 | 30.1 ± 1.6 | 38.7 ± 1.8 | 47.9 ± 2.0 | 56.3 ± 2.2 | 62.9 ± 2.4 | 68.2 ± 2.5 |
MF8 | 19.3 ± 1.1 | 33.6 ± 1.6 | 46.8 ± 2.0 | 59.7 ± 2.3 | 71.4 ± 2.6 | 81.3 ± 2.8 | 87.5 ± 3.0 | 91.7 ± 3.1 |
MF9 | 17.6 ± 1.0 | 30.4 ± 1.5 | 42.5 ± 1.9 | 54.3 ± 2.2 | 65.2 ± 2.5 | 74.5 ± 2.7 | 80.7 ± 2.8 | 84.3 ± 2.9 |
| Values are expressed as mean ± SD, (n = 3) |
Accelerated Stability Studies of Optimized Formulation
The stability studies of the optimised formulation (MF7) under accelerated conditions (Table 11) revealed no significant changes in physical appearance, gelation temperature, viscosity, or drug content over a 3-month storage period. The pH, viscosity before and after gelation, and mucoadhesive strength remained within acceptable ranges, indicating that the formulation is stable under both refrigerated and accelerated storage conditions. This stability profile ensures that the formulation maintains its efficacy and quality throughout its shelf life, supporting its potential for clinical use.
Table 11
Accelerated Stability Studies of Optimized Ensifentrine In-situ Nasal Gel Formulation (MF7)
Parameter | Initial (0 month) | 1 month | 3 months | 6 months |
|---|
Physical appearance | Clear, colourless solution | Clear, colourless solution | Clear, colourless solution | Clear, colourless solution |
pH | 6.5 ± 0.2 | 6.4 ± 0.1 | 6.3 ± 0.2 | 6.2 ± 0.1 |
Gelation temperature (°C) | 34.1 ± 0.4 | 33.9 ± 0.5 | 33.7 ± 0.6 | 33.5 ± 0.7 |
Viscosity before gelation (cP) | 342 ± 10.1 | 347 ± 11.3 | 352 ± 12.5 | 359 ± 13.2 |
Viscosity after gelation (cP) | 4231 ± 63.5 | 4245 ± 67.2 | 4262 ± 70.8 | 4294 ± 75.3 |
Mucoadhesive strength (N/cm²) | 1.87 ± 0.11 | 1.86 ± 0.13 | 1.84 ± 0.14 | 1.82 ± 0.15 |
Drug content (%) | 97.2 ± 1.4 | 96.9 ± 1.5 | 96.2 ± 1.6 | 95.4 ± 1.8 |
% Drug diffused (after eight h) | 68.2 ± 2.5 | 67.8 ± 2.7 | 66.9 ± 2.9 | 65.7 ± 3.1 |
| Values are expressed as mean ± SD, (n = 3) |
3.2. Discussion
Table 6 lists the gelation temperature of the PNIPAAm-based nasal gel formulations (~ 27.1°C to ~ 34.2°C), which are consistent with the known behaviour of thermoresponsive PNIPAAm to transition from a sol to gel at body temperature (~ 37°C). Results show that the temperature of gelation is suitable for nasal drug delivery (humidity, room temperature for ease of administration, and then becoming a gel when in contact with the patient's nasal cavity) and promoting prolonged retention. Variation in gelation temperature with changes in polymer concentration is indicative of the ability to fine-tune formulation properties and precisely control gelation characteristics. These results are consistent with prior studies showing thermoresponsive behaviour of PNIPAAm in nasal and other mucosal drug delivery systems [38].
The second important property for nasal drug delivery is mucoadhesive strength, which ensures the retention of the gel formulation at the site of action. The values of mucoadhesion strength obtained in this study were found to vary from 0.98 N/cm² to 2.72 N/cm² (Table 6). The values are higher with higher concentrations of HPMC K4M, which is consistent with the fact that this polymer increases mucoadhesion by forming H bonds with the mucosal surface [39]. The expectation is that formulations with a higher HPMC K4M concentration (0.6% w/v) will have stronger mucoadhesive properties, leading to a much longer retention time of the gel, that is, lower mucociliary clearance and continuous drug presence at the site of absorption. This is consistent with previous reports that HPMC-based formulations have better mucoadhesive properties and will lead to better retention of the drug in nasal and mucosal drug delivery systems [40].
An ex vivo permeation study (Table 10, Fig. 8) demonstrated that the developed formulations exhibited high drug permeation through the nasal mucosa, with a peak permeation of 91.7% achieved after 8 hours using the MF8 formulation. This result therefore substantiates that the nasal gels retained the drug in the nasal cavity for a prolonged period, and did so in a fashion that maximised the absorption of the drug [41]. Enhancing drug release and permeation through this combination of thermosensitivity and mucoadhesion was determined to be possible, with the thermosensitive polymers increasing permeation at higher concentrations of both PNIPAAm and HPMC K4M. This is in agreement with previous work where drug diffusion as well as absorption have been improved upon using thermosensitive and mucoadhesive polymers in the same formulation [42].
The accelerated stability of the optimised formulation (MF7) was determined under conditions where the formulation was deemed stable for at least 3 months, with no deviations from the gelation temperature, viscosity, or drug content. Such stability means that the gel platform is stable and possesses physicochemical properties that allow it to maintain those properties over time and provide consistent performance upon storage and use. As in other PNIPAAm-based gel formulations, these were similar findings where the polymer matrix not only provided physical stability but preserved the drug in its therapeutic properties over long-term storage [43].
In the study of solubility (Table 3), it was observed that phosphate buffer at pH 6.4 was a better solvent for ensifentrine than other solvents. This is particularly important for nasal formulations, where a phosphate buffer of pH 6.4 is commonly used to promote drug solubility and support optimal conditions for drug absorption via the nasal mucosa. Phosphate buffer enhances the solubility of ensifentrine, supporting the selection of this solvent for preparing nasal gel formulations that increase drug bioavailability and improve its systemic absorption potential. These observations are similar to other studies where it was found that the pH and the selection of solvent have an essential role in improving the solubility of the drug and its delivery [44].
Together, these results confirm that the nasal in-situ PNIPAAm gelled formulation exhibits favourable properties for drug delivery to the nose, including good gelation properties, improved mucoadhesion, sustained drug release, and stability. This flexibility also allows the concentration of PNIPAAm and HPMC K4M to be adjusted to optimise these properties, and make the system more suitable for a range of possible therapeutic applications.