| Literature DB >> 32604853 |
Hibah M Aldawsari1, Usama A Fahmy1, Fathy Abd-Allah2, Osama A A Ahmed1,3.
Abstract
Avanafil (AVA) is a second-generation phosphodiesterase-5 (PDE5) inhibitor. AVA shows high selectivity to penile tissues and fast absorption, but has a bioavailability of about 36%. The aim was to formulate and optimize AVA-biodegradable nanoparticles (NPs) to enhance AVA bioavailability. To assess the impact of variables, the Box-Behnken design was utilized to investigate and optimize the formulation process variables: the AVA:poly (lactic-co-glycolic acid) (PLGA) ratio (w/w, X1); sonication time (min, X2); and polyvinyl alcohol (PVA) concentration (%, X3). Particle size (nm, Y1) and EE% (%, Y2) were the responses. The optimized NPs were characterized for surface morphology and permeation. Furthermore, a single-oral dose (50 mg AVA) pharmacokinetic investigation on healthy volunteers was carried out. Statistical analysis revealed that all the investigated factors exhibited a significant effect on the particle size. Furthermore, the entrapment efficiency (Y2) was significantly affected by both the AVA:PLGA ratio (X1) and PVA concentration (X3). Pharmacokinetic data showed a significant increase in the area under the curve (1.68 folds) and plasma maximum concentration (1.3-fold) for the AVA NPs when compared with raw AVA. The optimization and formulation of AVA as biodegradable NPs prepared using solvent evaporation (SE) proves a successful way to enhance AVA bioavailability.Entities:
Keywords: Box–Behnken; biodegradable polymers; clinical pharmacokinetics; drug delivery; nanoparticles
Year: 2020 PMID: 32604853 PMCID: PMC7356025 DOI: 10.3390/pharmaceutics12060596
Source DB: PubMed Journal: Pharmaceutics ISSN: 1999-4923 Impact factor: 6.321
Figure 1Chemical structure of AVA.
Independent variables and responses used in the Box–Behnken design for the formulation and optimization of AVA PLGA NPs.
| Independent Variables | Levels | ||
|---|---|---|---|
| (−1) | (0) | (+1) | |
| X1: AVA:PLGA ( | 1:1 | 1:3 | 1:5 |
| X2: Sonication time (min) | 2 | 4 | 6 |
| X3: PVA concentration (%) | 0.50 | 1.75 | 3.00 |
| Responses | Desirability constraints | ||
| Y1: Particle size (nm) | Minimize | ||
| Y2: EE (%) | Maximize | ||
Abbreviations: AVA, avanafil; PLGA, poly (lactic-co-glycolic acid); PVA, polyvinyl alcohol.
Experimental runs and the observed responses of AVA PLGA NPs prepared, according to the Box–Behnken design.
| Experimental Run # | Independent Variables | Dependent Variables | |||
|---|---|---|---|---|---|
| AVA:PLGA | Sonication Time | PVA Concentration | Particle Size | EE | |
| 1 | 1:3 | 4.00 | 1.75 | 296.4 ± 3.34 | 87.8 ± 1.76 |
| 2 | 1:1 | 4.00 | 3.00 | 226.9 ± 4.99 | 91.9 ± 0.98 |
| 3 | 1:3 | 4.00 | 1.75 | 298.3 ± 2.43 | 86.9 ± 1.11 |
| 4 | 1:1 | 2.00 | 1.75 | 262.1 ± 3.15 | 83.8 ± 1.21 |
| 5 | 1:3 | 2.00 | 0.50 | 311.3 ± 4.67 | 79.6 ± 0.86 |
| 6 | 1:3 | 4.00 | 1.75 | 295.3 ± 2.73 | 85.8 ± 0.91 |
| 7 | 1:3 | 6.00 | 0.50 | 265.9 ± 3.92 | 77.6 ± 1.08 |
| 8 | 1:3 | 2.00 | 3.00 | 315.7 ± 3.65 | 92.9 ± 1.89 |
| 9 | 1:3 | 6.00 | 3.00 | 286.2 ± 4.66 | 94.9 ± 1.88 |
| 10 | 1:3 | 4.00 | 1.75 | 296.5 ± 3.11 | 86.1 ± 1.45 |
| 11 | 1:5 | 2.00 | 1.75 | 365.8 ± 4.98 | 90.7 ± 1.99 |
| 12 | 1:1 | 6.00 | 1.75 | 211.7 ± 2.87 | 82.6 ± 2.14 |
| 13 | 1:5 | 6.00 | 1.75 | 334.1 ± 5.34 | 88.1 ± 1.77 |
| 14 | 1:5 | 4.00 | 3.00 | 343.8 ± 4.98 | 96.9 ± 1.49 |
| 15 | 1:5 | 4.00 | 0.50 | 332.8 ± 4.66 | 80.4 ± 2.11 |
| 16 | 1:3 | 4.00 | 1.75 | 297.4 ± 3.56 | 87.4 ± 2.31 |
| 17 | 1:1 | 4.00 | 0.50 | 218.8 ± 3.39 | 76.4 ± 1.29 |
Abbreviations: AVA, avanafil; PLGA, poly (lactic-co-glycolic acid); PVA, polyvinyl alcohol; #, number.
Statistical analysis of AVA PLGA NPs responses according to the selected model for each response.
| Responses | Model | Sequential | Lack of Fit | R2 | Adjusted R2 | Predicted R2 | Adequate Precision | Significant Terms |
|---|---|---|---|---|---|---|---|---|
| Y1: Particle size (nm) | Quadratic | <0.0001 | 0.1394 | 0.9994 | 0.9987 | 0.9931 | 125.69 | X1, X2, X3, X1X2, X2X3, X12, X22, X32 |
| Y2: EE (%) | Linear | <0.0001 | 0.3808 | 0.9783 | 0.9733 | 0.9604 | 44.73 | X1, X3 |
Abbreviations: AVA, avanafil; PLGA, poly (lactic-co-glycolic acid); EE, entrapment efficiency.
Figure 2Diagnostic plots for particle size (A,B) and EE% (C,D) of AVA PLGA NPs. Externally studentized residuals vs. run number plots (A,C); and predicted vs. actual value plots (B,D).
Figure 3Three-dimensional surface plots for the effect of drug to PLGA ratio (X1), sonication time (X2) and PVA concentration (X3) on the particle size of AVA PLGA NPs.
Figure 4Three-dimensional surface plots for the effect of drug to PLGA ratio (X1), sonication time (X2) and PVA concentration (X3) on EE% of AVA PLGA NPs.
Optimized variables levels of optimized AVA PLGA NPs and its predicted and observed responses.
| Variables | X1: AVA:PLGA | X2: Sonication Time (min) | X3: PVA Concentration (%) |
|---|---|---|---|
| Optimum values | 1:1 | 6.00 | 3.00 |
| Predicted value | Observed value | Error % | |
| Particle size (nm) | 213.19 | 217.42 | 1.98 |
| EE (%) | 91.15 | 92.67 | 1.66 |
Abbreviations: AVA, avanafil; PLGA, poly (lactic-co-glycolic acid); PVA, polyvinyl alcohol; EE, entrapment efficiency.
Figure 5Particle size distribution (A) and SEM image (B) of the prepared optimized AVA-NPs formulation.
Figure 6AVA cumulative % released from optimized AVA-NPs formulation.
Figure 7Raw AVA and formulated AVA NPs plasma concentration after single oral dose administration to human volunteers (n = 6). * Significant at p < 0.05.
Pharmacokinetic parameters of raw AVA and formulated AVA after oral administration of (50 mg) AVA to human volunteers.
| Parameter | Raw AVA | AVA-NPs |
|---|---|---|
|
| 0.12 ± 0.03 | 0.06 ± 0.01 |
|
| 6.05 ± 1.8 | 12.14 ± 3.81 |
|
| 1 | 1.25 ± 0.25 |
|
| 441.98 ± 26.7 | 576.3 ± 8.2 * |
|
| 1448.86 ± 166.2 | 2434.25 ± 179.22 * |
|
| 5.37 ± 0.95 | 9.24 ± 2.35 |
* Significantly different at p < 0.05, unpaired t test with Welch’s correction. Abbreviations: ke, elimination rate constant; t1/2, half-life time; Cmax, Maximum AVA plasma concentration; Tmax, Cmax corresponding time; AUC, area under the AVA plasma concentration-time curve; and MRT, mean residence time.