| Literature DB >> 34287358 |
Mallesh Kurakula1, Raghavendra Naveen N2, Bhaumik Patel3, Ravi Manne4, Devang B Patel5.
Abstract
(1) Introduction: in recent decades, interdisciplinary research on the utilization of natural products as "active moiety carriers" was focused on due to their superior safety profile, biodegradability, biocompatibility and the ability for sustained or controlled release activity. The nano-based neuroprotective strategy is explored as an imperative treatment for diabetic neuropathy (DN). Avanafil (AV), that selectively inhibits the degradation of cGMP-specific phosphodiesterase, thereby increasing the levels of cGMP, makes a decisive mediator for cytoprotection. (2)Entities:
Keywords: alpha lipoic acid; avanafil; chitosan; diabetic neuropathy; ellagic acid; optimization
Year: 2021 PMID: 34287358 PMCID: PMC8293062 DOI: 10.3390/gels7030096
Source DB: PubMed Journal: Gels ISSN: 2310-2861
Projected trial batches and their responses for Box-Behnken design.
| Run | A:ZeinConcentration (g) | B:EthanolConcentration (% | C:Chitosan (g) | PS (nm) | EE (%) | SI (%) |
|---|---|---|---|---|---|---|
| 1 | 10 | 80 | 2.5 | 355 | 51 | 98 |
| 2 | 10 | 90 | 2 | 315 | 67 | 95 |
| 3 | 6 | 80 | 2.5 | 199 | 72.5 | 69 |
| 4 | 8 | 80 | 2 | 179 | 70 | 83 |
| 5 | 8 | 80 | 2 | 170 | 67 | 85 |
| 6 | 10 | 80 | 1.5 | 286 | 52 | 92 |
| 7 | 8 | 90 | 1.5 | 132 | 76 | 78 |
| 8 | 6 | 90 | 2 | 158 | 87 | 59 |
| 9 | 8 | 80 | 2 | 172 | 68 | 84 |
| 10 | 8 | 70 | 2.5 | 172 | 57 | 82 |
| 11 | 10 | 70 | 2 | 258 | 46 | 95 |
| 12 | 8 | 80 | 2 | 169 | 68 | 86 |
| 13 | 8 | 70 | 1.5 | 109 | 74 | 74 |
| 14 | 8 | 80 | 2 | 165 | 66 | 84 |
| 15 | 8 | 90 | 2.5 | 185 | 84.5 | 82.5 |
| 16 | 6 | 70 | 2 | 125 | 86 | 58 |
| 17 | 6 | 80 | 1.5 | 148 | 82 | 57 |
Fit Summary for Responses.
| PS | EE | SI | ||||
|---|---|---|---|---|---|---|
| Source | Adjusted R2 | Predicted R2 | Adjusted R2 | Predicted R2 | Adjusted R2 | Predicted R2 |
| Linear | 0.6078 | 0.3678 | 0.7534 | 0.5873 | 0.9167 | 0.8942 |
| 2FI | 0.4954 | -0.4754 | 0.8654 | 0.5955 | 0.8992 | 0.8251 |
| Quadratic | 0.9857 | 0.9199 | 0.9760 | 0.8845 | 0.9822 | 0.9035 |
| Cubic | 0.9944 | --- | 0.9854 | --- | 0.9921 | --- |
Figure 1Normal probability plots of the residuals for (a) PS (b) EE and (c) SI.
Figure 2Model residuals Vs. test orders for (a) PS (b) EE and (c) SI.
Estimated effects for the different factors in preparing AV-NC.
| PS | EE | SI | ||||
|---|---|---|---|---|---|---|
| Source | F-Value | F-Value | F-Value | |||
| Model | 123.31 | <0.0001* | 73.26 | <0.0001* | 98.91 | <0.0001* |
| A-Zein | 628.92 | <0.0001 | 428.91 | <0.0001 | 795.78 | <0.0001 |
| B-Ethanol | 29.28 | 0.0010 | 91.50 | <0.0001 | 1.28 | 0.2947 |
| C-Chitosan | 102.71 | <0.0001 | 12.45 | 0.0096 | 39.44 | 0.0004 |
| AB | 2.12 | 0.1883 | 27.60 | 0.0012 | 0.0848 | 0.7793 |
| AC | 1.19 | 0.3105 | 4.99 | 0.0607 | 3.05 | 0.1241 |
| BC | 0.3688 | 0.5628 | 44.87 | 0.0003 | 1.04 | 0.3420 |
| A2 | 306.54 | <0.0001 | 6.69 | 0.0361 | 21.58 | 0.0024 |
| B2 | 46.12 | 0.0003 | 43.24 | 0.0003 | 20.22 | 0.0028 |
| C2 | 2.05 | 0.1949 | 1.22 | 0.3057 | 3.27 | 0.1136 |
| Residual | ||||||
| Lack of Fit | 4.64 | 0.0863** | 2.51 | 0.1976** | 3.96 | 0.1085** |
* Significant Model. ** Non-significant lack of fit.
Figure 3Response surface graphs for particle size (PS) (contour and three-dimensional).
Figure 4SEM image of optimized formulation (OB-AV-NC).
Figure 5Comparative cumulative release profiles of plain AV, AV-NC and. AV-LP-EA-NC.
Figure 6MTT assay shows cell viability of different groups with respect to control (Results are mean ± SD of threeindependent experimentsperformed in duplicate) The difference between control and other groups is significant p < 0.001 (***) and thedifference between high glucose and other groups is significant p < 0.001 (###).
Figure 7ROS levels measurement of different groups (Results are mean ± SD of threeindependent experiments) (***-The difference between control and other groups is significant p < 0.001 (***) and the difference between high glucose and other groups is significant p < 0.05 (#) Measurement of lipid peroxidation.
Figure 8Lipid peroxidation measurement of different groups.Results are mean ± SD of three independent experiments performed in duplicate.The difference between control and other groups is significant p < 0.001 (***) and the difference between high glucose and other groups is significant p < 0.01 (##).
Full experimental plan interns of coded and actual values of selected variables and constraints of dependent variables for Box–Behnken design.
| Factors/Independent Variables | Levels | Responses/Dependent Variables | Constraints | ||
|---|---|---|---|---|---|
| −1 | 0 | +1 | |||
| Concentration of Zein (g)-X1 | 6 | 8 | 10 | Particle size (nm) | Minimum |
| Ethanol solution concentration (% | 70 | 80 | 90 | Entrapment Efficiency (%) | Maximum |
| Concentration of Chitosan (g)-X3 | 1.5 | 2 | 2.5 | Stability Index (%) | Maximum |