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. 2025 Jan 1;9(1):1-19.
doi: 10.7150/ntno.99271. eCollection 2025.

Development and optimization of dapagliflozin oral nano-bilosomes using response surface method: in vitro evaluation, in vivo evaluation

Affiliations

Development and optimization of dapagliflozin oral nano-bilosomes using response surface method: in vitro evaluation, in vivo evaluation

Ananda Kumar Chettupalli et al. Nanotheranostics. .

Abstract

In treating type 2 diabetes, avoiding glucose reabsorption (glucotoxicity) and managing hyperglycemia are also important. A metabolic condition known as diabetes (type-2) is characterized by high blood sugar levels in comparison to normal Bilosomes (BLs) containing Dapagliflozin (Dapa) were formulated, optimized, and tested for oral therapeutic efficacy in the current investigation. Used the Box Behnken design to optimize the Dapa-BLs, formulated via a thin-film hydration technique. Bile salts (X1) concentration, edge activator (X2) in mg, and non-ionic surfactant (X3) were the independent variables. The Entrapment Efficiency (Y1), Particle size (PS), polydispersity index (PDI), and zeta potential (ZP), were selected as dependent variables. To get the optimal formula, use Design-Expert® software for numerical optimization. The optimal bilosomal formula was selected by boosting %EE, ZP (absolute value), and in vitro drug release while also considering decreasing PS and PDI. Ex vivo skin permeation, Fourier transform infrared spectroscopy (FTIR), differential scanning calorimetry (DSC), and scanning electron microscopy (SEM) were evaluate the optimized formulation. The in vivo pharmacodynamics activities of the optimized formula were examined on rats and compared to that of the oral Dapa solution. The optimized Dapa-BLs were shown a particle size of 155.36±2.48 nm and an entrapment efficiency of 86.37±2.6%. The SEM image showed a spherical particle with sharp boundaries. The drug release study revealed a significant enhancement in Dapa release (75.31 ± 2.68%) from Dapa -BLs as compared to drug solution (30.46 ± 3.64%). The results of the exvivo permeation and pharmacokinetic studies revealed a 4.49 times higher flux and 3.41 folds higher AUC0-t than drug solution. The antidiabetic activity results showed significant (P < 0.05) enhancement in therapeutic efficacy than drug solution. The results also showed marked improvement in biochemical parameters. Our findings suggested, the prepared Dapa loaded bilosomes was found to be an efficient delivery in the therapeutic efficacy in diabetes.

Keywords: Dapagliflozin; Edge activator; Nano Bilosomes; Permeation study; glucotoxicity; hyperglycemia.

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Conflict of interest statement

Competing Interests: The authors have declared that no competing interest exists.

Figures

Figure 1
Figure 1
Effect of independent variables (A) Bile salts, (B) Edge activator, and (C) surfactant on entrapment efficiency (Y1).
Figure 2
Figure 2
Effect of independent variables Bile salts (A), Edge activator (B), and Span 60 (C) on Particle size (Y2).
Figure 3
Figure 3
Effect of independent variables Bile salt (A), edge activator (B), and Span 60 (C) on PDI (Y3).
Figure 4
Figure 4
Effect of independent variables Bile salt (A), edge activator (B), and Span 60 (C) on ZP (Y4).
Figure 5
Figure 5
Perturbation plot and Actual and predicted images of (A &B) Particle size (Y1), (C&D) entrapment efficiency (Y2), (E&F) PDI.
Figure 6
Figure 6
Perturbation plot and Actual and predicted images of (A &B) of Zeta Potential and Desirability plot of Optimized Dapa-BLs.
Figure 7
Figure 7
Optimized Dapa-BLs formulation particle size and Zetapotential (F13).
Figure 8
Figure 8
DSC thermogram of A) Pure Drug, B) Cholesterol, C) SDC and D) Optimized Dapa-BLs.
Figure 9
Figure 9
FTIR spectral studies of A) Pure Drug, B) Cholesterol, C) SDC, D) P123, D) Tween 80, E) Span 60 and F) Optimized Dapa-BLs.
Figure 10
Figure 10
SEM images of Optimized Dapa-BLs with different intensity.
Figure 11
Figure 11
In vitro drug release study of optimized Dapa-BLs and Dapa-solution.
Figure 12
Figure 12
Dapa-BLs and drug solution plasma concentration vs. time graph in rats at oral administration.
Figure 13
Figure 13
Results of Dapa-BLs and drug solution on mean fasting blood glucose levels over time. Data are shown as mean ± SD (n = 3). (*p < 0.001; **p < 0.0003; ***p < 0.0001).
Figure 14
Figure 14
Estimated biochemical parameters from several treatment groups are compared. Data are shown as mean ± SD (n = 3). (* p < 0.001; ** p < 0.0003; *** p < 0.0001).

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