Submitted:
24 November 2025
Posted:
25 November 2025
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Methods
2.2.1. Selection of the Liquid Lipid and Surfactant
2.2.2. Screening of Solid Lipids and Selection of Surfactant
2.2.3. Miscibility of Solid and Liquid Lipids
2.2.4. Preparation of NTB Loaded NLCs
2.2.5. Formulation Optimization Using Box-Behnken Design
2.3. Characterization of NTB-NLCs
2.3.1. Particle Size and Polydispersity Index
2.3.2. Measurement of Zeta Potential
2.3.3. Entrapment Efficiency and Drug-Loading Capacity
2.4. Morphological Investigation of NLCs
2.4.1. Transmission Electron Microscopy (TEM) Analysis
2.4.2. Differential Scanning Calorimetry
2.4.3. Wide-Angle X-Ray Diffraction
2.5. In Vitro Drug Release Study
2.6. Pharmacokinetic Study
2.6.1. Determination of Anti-Acute Leukemia Effects of NTB-NLCs
2.7. Statistical Analysis
3. Results
3.1.1. Lipid Screening and Selection of Surfactant Solubility Study
3.1.2. Miscibility of Solid and Liquid Lipids
3.1.3. Preparation and Optimization of NTB-Loaded NLCs
3.1.4. Fitting of Data to the Model
3.1.5. Response 1 (R1): Effect of Independent Variables on Particle Size
3.1.6. Response 2 (R2): Effect of Independent Variables on Entrapment Efficiency
3.1.7. Response 3 (R3): Effect of Independent Variables on PDI
3.1.8. Response 4 (R4): Effect of Independent Variables on Zeta Potential
3.2. Optimization
3.3. Characterization of Optimized NTB-Loaded NLCs Formulation
3.3.1. Particle Size, Polydispersity Index (PDI) and Zeta Potential Measurement
3.3.2. Particle Size, Polydispersity Index (PDI) and Zeta Potential Measurement
3.3.3. Scanning Electron Microscopy
3.3.4. Transmission Electron Microscopy (TEM)
3.3.5. Differential Scanning Calorimetry
3.3.6. X-Ray Diffraction Studies
3.4. In Vitro Drug Release Study
3.5. Pharmacokinetic Study
3.6. Cytotoxicity and Anti-Human Leukameia Cancer Potentials of NLCs Synthesized Using NTB


4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Independent Variables | |||
| Parameters | Low (-1) | Medium (0) | High (+1) |
| A: Lipid concentration (%) | 1 | 2 | 3 |
| B: Tween 80 (%) | 1.5 | 2.5 | 3.5 |
| C: sonication time (min) | 5 | 10 | 15 |
| Dependent Variables | |||
| R1: Particle size (nm) | Minimize | ||
| R2: Entrapment efficiency (%) | Maximize | ||
| R3: Polydispersity index (PDI) | Target | ||
| R4: Zeta Potential (mV) | In range | ||
| Run | Std | A | B | C | R1 | R2 | R3 | R4 |
|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 1 | 1.5 | 10 | 79.84±0.96 | 186.49±3.62 | 0.198±0.05 | -36.49±2.35 |
| 8 | 2 | 3 | 2.5 | 15 | 72.53±1.23 | 193.25±2.51 | 0.186±0.06 | -32.59±1.64 |
| 14 | 3 | 2 | 2.5 | 10 | 75.02±1.45 | 180.36±4.35 | 0.243±0.04 | -34.01±2.05 |
| 16 | 4 | 2 | 2.5 | 10 | 74.01±1.28 | 190.58±3.29 | 0.261±0.08 | -36.85±1.96 |
| 10 | 5 | 2 | 3.5 | 5 | 45.68±1.34 | 310.69±4.57 | 0.412±0.06 | -22.49±1.42 |
| 3 | 6 | 1 | 3.5 | 10 | 59.84±0.89 | 298.64±5.68 | 0.389±0.09 | -29.84±2.16 |
| 4 | 7 | 3 | 3.5 | 10 | 72.69±1.24 | 168.74±4.95 | 0.196±0.07 | -30.41±1.95 |
| 5 | 8 | 1 | 2.5 | 5 | 48.62±1.36 | 289.53±6.25 | 0.312±0.13 | -26.57±1.27 |
| 11 | 9 | 2 | 1.5 | 15 | 65.31±1.25 | 243.15±4.51 | 0.295±0.15 | -33.26±1.36 |
| 2 | 10 | 3 | 1.5 | 10 | 45.61±1.4 | 289.53±3.58 | 0.327±0.16 | -27.53±1.85 |
| 15 | 11 | 2 | 2.5 | 10 | 73.54±1.37 | 175.32±5.74 | 0.195±0.24 | -32.41±1.95 |
| 9 | 12 | 2 | 1.5 | 5 | 42.13±1.28 | 264.15±4.69 | 0.296±0.15 | -26.31±1.42 |
| 6 | 13 | 3 | 2.5 | 5 | 52.36±1.64 | 236.94±6.31 | 0.247±0.18 | -29.54±1.68 |
| 13 | 14 | 2 | 2.5 | 10 | 72.46±1.52 | 184.25±5.29 | 0.165±0.14 | -34.26±1.43 |
| 7 | 15 | 1 | 2.5 | 15 | 89.62±1.26 | 135.26±3.86 | 0.126±0.09 | -42.16±1.75 |
| 12 | 16 | 2 | 3.5 | 15 | 76.49±1.43 | 175.48±6.52 | 0.235±0.05 | -36.95±1.26 |
| 17 | 17 | 2 | 2.5 | 10 | 75.63±1.59 | 180.36±4.39 | 0.241±0.01 | -35.42±1.29 |
| Model | R2 | Adjusted R2 | Predicted R2 | SD | %CV |
| Response (R1) | |||||
| Linear | 0.5822 | 0.4857 | 0.2275 | 10.16 | |
| 2FI | 0.7932 | 0.6691 | 0.3621 | 8.25 | |
| Quadratic | 0.9913 | 0.9800 | 0.8882 | 2.0 | 3.03 |
| Response (R2) | |||||
| Linear | 0.3324 | 0.1783 | -0.2665 | 49.48 | |
| 2FI | 0.7494 | 0.5990 | 0.2571 | 34.57 | |
| Quadratic | 0.9896 | 0.9762 | 0.8725 | 8.42 | 3.86 |
| Response (R3) | |||||
| Linear | 0.2617 | 0.0913 | -0.4251 | 0.0734 | |
| 2FI | 0.6572 | 0.4516 | -0.2606 | 0.0571 | |
| Quadratic | 0.9228 | 0.8237 | 0.7225 | 0.0324 | 12.72 |
| Response (R4) | |||||
| Linear | 0.6076 | 0.5171 | 0.2803 | 3.38 | |
| 2FI | 0.8083 | 0.6933 | 0.4377 | 2.70 | |
| Quadratic | 0.9631 | 0.9156 | 0.8275 | 1.41 | 4.40 |
| Pharmacokinetic Parameters | NTB Solution | Marketed Formulation | Optimized NTB-NLCs |
| Intercept | 2.912294378 | 3.007327094 | 3.396911 |
| Slope | -0.013743333 | -6.28321E-05 | -0.00921 |
| Co | 817.1360629 | 1017.014381 | 2494.083 |
| K | 0.031650897 | 0.000144702 | 0.021217 |
| Dose | 10 | 10 | 10 |
| 10000 | 10000 | 10000 | |
| Vd | 12.23786399 | 9.832702655 | 4.009489 |
| 0.012237864 | 0.009832703 | 0.004009 | |
| t1/2 | 21.89511423 | 4789.139093 | 32.66182 |
| Cl | 0.38733937 | 1.47164E-05 | 5.291805 |
| AUC-o-t | 204.4090157 | 254.3785951 | 623.6459 |
| AUC 1-t | 21159.4625 | 50685.48 | 81251.57 |
| AUC 1-inf | 5189.426425 | 4121147.484 | 40641.58 |
| AUC total | 26553.29794 | 4172087.343 | 122516.8 |
| Cmax | 1206.35 | 1936.59 | 5901.81 |
| Tmax | 4.36 | 6.02 | 2.36 |
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