Sustainable Treatment of Oral Traumatic Ulcers with Licorice Containing Hydrogels: Integrating Computational Modeling, Quality by Design, Green Synthesis, and Molecular Biological Evaluation
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Methods
2.2.1. Preparation of Licorice Extract
2.2.2. Identification of Metabolites in Licorice Extract Using UPLC-ESI-MS/MS
2.2.3. Preparation of Licorice-Based Hydrogels (LHGs)
2.2.4. Design of Experiment (DOE) and Construction of the 21.31 Full Factorial Experimental Design
2.2.5. Characterization of the Prepared LHGs
pH Determination of the Prepared LHGs
Rheological Study of the Prepared LHGs
Evaluation of the Biological Performance of the Prepared LHGs
- Animals
- Experimental Design
- Traumatic Ulcer Healing Score (UHS)
- Degree of Erythema and Exudate (DEE)
- Biochemical Study
- Histopathological Study
2.2.6. Statistical Analysis of Data
3. Results and Discussion
3.1. Preparation of Licorice-Based Hydrogels (LHGs)
3.2. Identification of Metabolites in Licorice Extract Using UPLC-ESI-MS/MS
3.3. Statistical Analysis of the 21.31 Full Factorial Experimental Design
3.3.1. The Influence of Formulation Factors on the pH of the Prepared LHGs
3.3.2. The Influence of Formulation Factors on the Rheological Behavior of the Synthesized LHGs
3.3.3. The Influence of Formulation Factors on the Traumatic Ulcer Healing Score (UHS)
3.3.4. The Influence of Formulation Factors on the Investigated Biological Markers
3.3.5. The Influence of Formulation Factors on Wound Healing Score (WHS)
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
References
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Formula | Independent Factors | Dependent Factors * | |||||||
---|---|---|---|---|---|---|---|---|---|
HEC g% (w/w) | Dried Licorice Roots Concentration g% (w/w) | pH | Vmin (cp) | UHS | COL-1 (ng/mg) | EGF (pg/mg) | VEGF (pg/mg) | TNF-α (pg/mg) | |
LHG1 | 2 | 0 | 7.03 ± 0.01 | 819.16 ± 10.93 | 5.61 ± 0.12 | 5.21 ± 0.08 | 275.80 ± 9.64 | 200.92 ± 6.13 | 270.94 ± 6.13 |
LHG2 | 2 | 20 | 8.19 ± 0.06 | 746.13 ± 15.13 | 2.09 ± 0.09 | 5.85 ± 0.38 | 289.85 ± 8.29 | 217.67 ± 3.47 | 174.00 ± 13.12 |
LHG3 | 2 | 30 | 9.03 ± 0.05 | 1000.14 ± 29.40 | 0.82 ± 0.02 | 6.01 ± 0.23 | 292.75 ± 11.64 | 227.71 ± 1.51 | 162.44 ± 9.88 |
LHG4 | 4 | 0 | 6.91 ± 0.02 | 1016.01 ± 13.01 | 6.27 ± 0.12 | 5.43 ± 0.12 | 273.90 ± 3.38 | 215.23 ± 2.87 | 262.11 ± 3.24 |
LHG5 | 4 | 20 | 8.01 ± 0.05 | 2127.28 ± 72.84 | 0.71 ± 0.01 | 6.28 ± 0.15 | 293.53 ± 5.81 | 242.10 ± 15.16 | 153.54 ± 8.02 |
LHG6 | 4 | 30 | 9.19 ± 0.15 | 35798.6 ± 121.01 | 1.08 ± 0.08 | 6.48 ± 0.02 | 360.41 ± 3.52 | 250.08 ± 2.10 | 142.33 ± 3.30 |
Peak No. | Rt | Compound | Class | Relative Abundance (%) | Molecular Formula | [M−H]- (m/z) | MS2 Fragments |
---|---|---|---|---|---|---|---|
1 | 2.41 | Neoliquiritin | Phenolic | 2.46 ± 0.23 | C21H21O9 | 418.134 | 257,239,137 |
2 | 3.16 | Glycyrol | Phenolic | 1.44 ± 0.26 | C21H17O6 | 365.110 | 257,147 |
3 | 3.53 | Glycyrrhetol | Saponin | 0.78 ± 0.17 | C30H47O3 | 455.360 | 452,137 |
4 | 3.71 | Glabric acid | Saponin | 2.11 ± 1.02 | C30H45O5 | 486.345 | 469,451,317 |
5 | 4.23 | Isoliquiritigenin | Phenolic | 3.64 ± 0.44 | C15H11O4 | 255.065 | 255,135 |
6 | 4.31 | Isoliquiritin | Phenolic | 3.55 ± 0.95 | C21H21O9 | 417.119 | 255,135 |
7 | 4.58 | Licorice saponin G2 | Saponin | 0.49 ± 0.07 | C42H61O17 | 837.386 | 351,289 |
8 | 4.89 | Neoisoliquiritin | Phenolic | 2.12 ± 0.55 | C21H21O9 | 417.119 | 257,147 |
9 | 5.32 | Dehydroglyasperin D | Saponin | 0.92 ± 0.09 | C22H23O5 | 368.112 | 298,162 |
10 | 5.50 | Glucoliquiritin apioside | Saponin | 1.07 ± 0.14 | C32H39O18 | 711.121 | 256 |
11 | 5.73 | Glycyrrhetinic acid | Saponin | 5.74 ± 1.02 | C30H45O4 | 470.347 | 452,406 |
12 | 6.26 | Licoflavone B | Phenolic | 0.25 ± 0.08 | C25H25O4 | 389.174 | 333 |
13 | 7.44 | Licochalcone D | Phenolic | 0.94 ± 0.06 | C21H21O5 | 353.141 | 338,297 |
14 | 8.98 | Licorice saponin A3 | Saponin | 0.59 ± 0.11 | C48H71O21 | 1000.446 | 825,649,451 |
15 | 10.25 | Neolicuroside | Phenolic | 1.54 ± 0.21 | C26H29O13 | 549.160 | 255,135 |
16 | 11.42 | Glabrolide | Saponin | 0.79 ± 0.24 | C30H43O4 | 468.331 | 451,439,395 |
17 | 11.68 | Nicotiflorin | Phenolic | 1.04 ± 0.09 | C27H29O15 | 593.576 | 461,414,374 |
18 | 12.50 | Licochalcon B | Phenolic | 0.77 ± 0.55 | C16H13O5 | 385.078 | 270 |
19 | 13.01 | Licorice saponin J2 | Saponin | 0.28 ± 0.13 | C42H63O16 | 824.236 | 454,436,314 |
20 | 13.76 | Glycyrrhizic acid (Glycyrrhizin) | Saponin | 34.85 ± 2.77 | C42H61O16 | 821.396 | 351,193 |
21 | 13.92 | Glycyrrhetic acid | Saponin | 2.60 ± 0.95 | C30H45O4 | 469.330 | 451,317 |
22 | 14.24 | 3-hydroxyglabrol | Phenolic | 1.36 ± 1.01 | C25H27O5 | 407.185 | 198 |
23 | 14.88 | Liquoric acid | Saponin | 0.52 ± 0.04 | C30H43O5 | 483.318 | 450,193 |
24 | 15.05 | Isoglabrolide | Saponin | 0.23 ± 0.03 | C30H43O4 | 468.331 | 451,439,395 |
25 | 15.34 | Licoflavonol | Phenolic | 0.72 ± 0.15 | C20H17O6 | 353.401 | 135 |
26 | 16.41 | Licorisoflavan A | Phenolic | 0.58 ± 0.12 | C27H33O5 | 437.231 | 167,135 |
27 | 16.52 | Glucoisoliquiritin | Phenolic | 0.11 ± 0.04 | C27H30O14 | 579.169 | 417,255 |
28 | 18.29 | Glabrene | Phenolic | 0.76 ± 0.17 | C20H17O4 | 321.113 | 277 |
29 | 20.11 | Liquiritin apioside | Phenolic | 1.25 ± 0.05 | C26H29O13 | 549.155 | 429,255,135 |
30 | 20.66 | Isoglycyrol | Phenolic | 0.26 ± 0.11 | C21H17O6 | 366.233 | 335,321,203 |
31 | 21.18 | Glucoliquiritin | Phenolic | 0.53 ± 0.05 | C27H31O14 | 579.169 | 417,255 |
32 | 21.79 | Hispaglabridin | Phenolic | 0.72 ± 0.02 | C25H27O4 | 391.438 | 215,177 |
33 | 22.05 | Glabridin | Phenolic | 2.46 ± 0.23 | C20H19O4 | 323.127 | 305,201,135 |
34 | 23.43 | Licorice saponin E2 | Saponin | 4.52 ± 0.98 | C42H59O16 | 819.383 | 383,352 |
35 | 23.52 | Glabrol | Phenolic | 1.14 ± 0.07 | C25H27O4 | 391.189 | 221,203,187 |
36 | 24.22 | Isoviolanthin | Phenolic | 1.03 ± 0.12 | C27H29O14 | 577.149 | 559,503,415 |
37 | 24.61 | Formononetin | Phenolic | 0.39 ± 0.02 | C16H11O4 | 268.014 | 253,237,137 |
38 | 24.98 | Glyzaglabrin | Phenolic | 0.86 ± 0.03 | C16H9O6 | 297.250 | 135 |
39 | 26.03 | Liquiritigenin | Phenolic | 1.60 ± 0.45 | C15H11O4 | 247.081 | 165,137 |
40 | 28.39 | Liquiritin | Phenolic | 2.47 ± 0.23 | C21H21O9 | 417.155 | 255,135 |
41 | 28.46 | Liquiritin apioside | Phenolic | 1.12 ± 0.03 | C26H29O13 | 550.177 | 257,239,137 |
42 | 30.77 | Glyasperin D | Saponin | 1.09 ± 0.77 | C22H25O5 | 370.103 | 249,218,204 |
43 | 31.32 | Licorice saponin K2 | Saponin | 2.11 ± 0.65 | C42H61O16 | 821.395 | 351 |
Total no. of identified compounds | 43 | ||||||
Total % of identified compounds | 93.80 | ||||||
Total no. of identified saponins | 16 | ||||||
Total % of identified saponins | 58.69 | ||||||
Total no. of identified phenolics | 27 | ||||||
Total % of identified phenolics | 35.11 |
ANOVA | pH | Vmin | UHS | COL-1 | EGF | VEGF | TNF-α | WHS |
---|---|---|---|---|---|---|---|---|
Model | Linear | 2FI | Liner | Liner | 2FI | Linear | Linear | Linear |
R-Squared | 0.990 | 1.000 | 0.999 | 0.98 | 1.00 | 1.00 | 0.97 | 1.00 |
Adj R-Squared | 0.981 | 0.999 | 0.998 | 0.96 | 1.00 | 1.00 | 0.94 | 1.00 |
Pred R-Squared | 0.923 | N/A | 0.997 | 0.84 | N/A | 1.00 | 0.90 | 1.00 |
Adeq Precision | 18.977 | 252.135 | 67.486 | 16.25 | 43.90 | 762.60 | 11.29 | 618.518 |
Coded Equation | pH = +8.01 + 0.042 * A + 1.06 * B | Visc Min = +9627.35 + 8779.96 * A + 8730.52 * B + 8660.78 * A * B | Sqrt(Ulcer healing score) = +1.71 + 0.059 * A − 0.73 * B | COL1 = +5.80 + 0.16 * A + 0.47 * B | EGF = +301.16 + 16.00 * A + 26.01 * B + 17.24 * A * B | (VEGF)^−2.21 = +6.575 × 10−6 −5.740 × 10−7 * A −9.847 × 10−7 * B | TNF = +205.58 −3.36 * A −58.36 * B | (WHS + 0.02)^1.59 = +1.53 − 1.826 × 10−3 * A − 1.53 * B |
Day | Score | Experimental Groups (Number of Rats) | ||||||
---|---|---|---|---|---|---|---|---|
1-UINC Self-Healing | 2-UIPC LHG1 | 3-UIPC LHG4 | 4-UI LHG2 | 5-UI LHG3 | 6-UI LHG5 | 7-UI LHG6 | ||
Day 3 | Score 0 | NF | NF | NF | NF | NF | NF | 3 |
Score 1 | NF | NF | NF | 1 | NF | 5 | 3 | |
Score 2 | 1 | 3 | 3 | 5 | 3 | 1 | NF | |
Score 3 | 5 | 3 | 3 | NF | 3 | NF | NF | |
Score 4 | NF | NF | NF | NF | NF | NF | NF | |
Day 5 | Score 0 | NF | NF | NF | NF | 2 | 4 | 5 |
Score 1 | 2 | NF | 2 | 5 | 4 | 2 | 1 | |
Score 2 | 4 | 6 | 4 | 1 | NF | NF | NF | |
Score 3 | NF | NF | NF | NF | NF | NF | NF | |
Score 4 | NF | NF | NF | NF | NF | NF | NF | |
Day 7 | Score 0 | NF | NF | 2 | 3 | 4 | 5 | 6 |
Score 1 | 5 | 3 | 3 | 3 | 2 | 1 | NF | |
Score 2 | 1 | 3 | 1 | NF | NF | NF | NF | |
Score 3 | NF | NF | NF | NF | NF | NF | NF | |
Score 4 | NF | NF | NF | NF | NF | NF | NF |
Day | Score | Experimental Groups (Exudate) (Number of Rats) | ||||||
---|---|---|---|---|---|---|---|---|
1-UINC Self-Healing | 2-UIPC LHG1 | 3-UIPC LHG4 | 4-UI LHG2 | 5-UI LHG3 | 6-UI LHG5 | 7-UI LHG6 | ||
Day 3 | Score 0 | NF | NF | NF | NF | NF | 1 | 4 |
Score 1 | NF | NF | NF | 1 | 3 | 4 | 2 | |
Score 2 | 1 | 3 | 4 | 4 | 2 | 1 | NF | |
Score 3 | 3 | 3 | 2 | 1 | 1 | NF | NF | |
Score 4 | 2 | NF | NF | NF | NF | NF | NF | |
Day 5 | Score 0 | NF | NF | NF | NF | 3 | 4 | 5 |
Score 1 | 2 | 1 | 3 | 5 | 3 | 2 | 1 | |
Score 2 | 4 | 5 | 3 | 1 | NF | NF | NF | |
Score 3 | NF | NF | NF | NF | NF | NF | NF | |
Score 4 | NF | NF | NF | NF | NF | NF | NF | |
Day 7 | Score 0 | NF | NF | 1 | 4 | 5 | 6 | 6 |
Score 1 | 4 | 5 | 3 | 2 | 1 | NF | NF | |
Score 2 | 2 | 1 | 2 | NF | NF | NF | NF | |
Score 3 | NF | NF | NF | NF | NF | NF | NF | |
Score 4 | NF | NF | NF | NF | NF | NF | NF |
Day | Score | Experimental Groups (Number of Rats) | ||||||
---|---|---|---|---|---|---|---|---|
1-UINC Self-Healing | 2-UIPC LHG1 | 3-UIPC LHG4 | 4-UI LHG2 | 5-UI4 LHG3 | 6-UI LHG5 | 7-UI LHG6 | ||
Day 3 | Score 0 | NF | NF | NF | NF | NF | NF | NF |
Score 1 | NF | NF | NF | NF | NF | NF | NF | |
Score 2 | NF | NF | NF | NF | NF | NF | 2 | |
Score 3 | NF | 2 | 2 | 1 | 2 | 2 | 1 | |
Score 4 | 3 | 1 | 1 | 2 | 1 | 1 | NF | |
Day 5 | Score 0 | NF | NF | NF | NF | NF | NF | 2 |
Score 1 | NF | NF | 1 | 1 | 2 | 3 | 1 | |
Score 2 | 1 | 2 | 2 | 2 | 1 | NF | NF | |
Score 3 | 2 | 1 | NF | NF | NF | NF | NF | |
Score 4 | NF | NF | NF | NF | NF | NF | NF | |
Day 7 | Score 0 | NF | NF | 1 | 1 | 2 | 1 | 2 |
Score 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | |
Score 2 | 2 | 1 | 1 | 1 | NF | NF | NF | |
Score 3 | NF | NF | NF | NF | NF | NF | NF | |
Score 4 | NF | NF | NF | NF | NF | NF | NF |
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Moussa, S.G.; El Hoffy, N.M.; Mouselhy, Y.Y.; Mubarak, R.; Attia, R.T.; Khalil, N.; Amer, S.A. Sustainable Treatment of Oral Traumatic Ulcers with Licorice Containing Hydrogels: Integrating Computational Modeling, Quality by Design, Green Synthesis, and Molecular Biological Evaluation. Pharmaceutics 2023, 15, 2734. https://doi.org/10.3390/pharmaceutics15122734
Moussa SG, El Hoffy NM, Mouselhy YY, Mubarak R, Attia RT, Khalil N, Amer SA. Sustainable Treatment of Oral Traumatic Ulcers with Licorice Containing Hydrogels: Integrating Computational Modeling, Quality by Design, Green Synthesis, and Molecular Biological Evaluation. Pharmaceutics. 2023; 15(12):2734. https://doi.org/10.3390/pharmaceutics15122734
Chicago/Turabian StyleMoussa, Sarah G., Nada M. El Hoffy, Yara Y. Mouselhy, Ramy Mubarak, Reem T. Attia, Noha Khalil, and Sherif A. Amer. 2023. "Sustainable Treatment of Oral Traumatic Ulcers with Licorice Containing Hydrogels: Integrating Computational Modeling, Quality by Design, Green Synthesis, and Molecular Biological Evaluation" Pharmaceutics 15, no. 12: 2734. https://doi.org/10.3390/pharmaceutics15122734