Response Surface Optimization of Curcumin Oil-Loaded Dual-Crosslinked PVOH/CMC/Gellan Gum Hydrogels with Controlled Release and Anti-Inflammatory Activity
Abstract
1. Introduction
2. Results and Discussion
2.1. CCD for Optimization of Process Parameters
2.2. Gel Pads with Curcumin Oil Characterization
2.2.1. Mechanical Properties of Gel Pad with Curcumin Oil
2.2.2. Morphology of Gel Pad with Curcumin Oil
2.2.3. FTIR of Gel Pad
2.2.4. Thermal Property of Gel Pad
2.3. Curcumin Oil Released from Gel Pad
2.4. Cytotoxicity and Antioxidant Activities of Gel Pad with Curcumin Oil
2.5. Inhibition of Nitric Oxide Production and Macrophage Migration in LPS-Stimulated Raw 264 Cells by Gel Pad with Curcumin Oil
3. Conclusions
4. Materials and Methods
4.1. Chemicals and Reagents
4.2. Cell Culture
4.3. Preparation of Gel Mixture
4.4. Experimental Design and Model Development
4.5. Mechanical Properties
4.6. Fourier-Transform Infrared (FT-IR) Spectroscopy
4.7. Thermogravimetric Analysis (TGA)
4.8. Scanning Electron Microscopy (SEM)
4.9. Curcumin Oil Releasing
4.10. Cytotoxicity Assay
4.11. Intracellular Antioxidant Activity
4.12. Cell Migration Assay
4.13. Nitric Monoxide Production
4.14. Statistical Analysis
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ANOVA | Analysis of variance |
| ATR | Attenuated total reflectance |
| CCD | Central Composite Design |
| CMC | Carboxymethyl cellulose |
| COX-2 | Cyclooxygenase-2 |
| DCMC | Dialdehyde carboxymethyl cellulose |
| DMEM | Dulbecco’s Modified Eagle’s Medium |
| DMSO | Dimethyl sulfoxide |
| DTG | Derivative thermogravimetric analysis |
| FBS | Fetal bovine serum |
| FI | Fluorescence intensity |
| FTIR | Fourier-transform infrared spectroscopy |
| IL-1β | Interleukin-1beta |
| iNOS | Inducible nitric oxide synthase |
| LD | Linear dichroism |
| LPS | Lipopolysaccharide |
| MTT | 3-(4,5-dimethythiazol-2-yl)-2,5-diphenyltetrazoliumbromide |
| NF-kB | Nuclear factor-kappa B |
| NO | Nitric oxide |
| PBS | Phosphate-buffered saline |
| PGE2 | Prostaglandin E2 |
| PVOH | Polyvinyl alcohol |
| ROS | Reactive oxygen species |
| RSM | Response Surface Methodology |
| SEM | Scanning electron microscopy |
| TGA | Thermogravimetric analysis |
| TNF-α | Tumor necrosis factor-alpha |
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| Run | Independent Variables | Responses | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Low-acyl Gellan Gum (g) | High-acyl Gellan Gum (g) | DCMC Concentration (%w/w) | Citric Concentration (%w/w) | Firmness (N) | Rupture Strength (N) | Compressive Strength (kPa) | ||||
| P † | A ‡ | P † | A ‡ | P † | A ‡ | |||||
| 1 | 2.00 | 2.00 | 0.025 | 10.00 | 2.63 | 1.87 | 12.06 | 36.30 | 25.77 | 61.64 |
| 2 | 2.00 | 0.28 | 0.025 | 10.00 | 1.60 | 0.92 | 21.89 | 20.39 | 58.72 | 22.47 |
| 3 | 2.00 | 2.00 | 0.025 | 10.00 | 0.61 | 1.68 | 17.33 | 37.13 | 34.09 | 73.28 |
| 4 | 1.00 | 1.00 | 0.0125 | 5.00 | 0.08 | 0.09 | 41.04 | 6.73 | 77.53 | 8.28 |
| 5 | 2.00 | 2.00 | 0.025 | 1.41 | 0.93 | 0.37 | 4.74 | 16.04 | 9.44 | 31.91 |
| 6 | 2.00 | 2.00 | 0.025 | 10.00 | 1.58 | 1.61 | 31.80 | 27.21 | 59.90 | 62.81 |
| 7 | 3.00 | 1.00 | 0.0125 | 5.00 | 0.17 | 0.10 | 4.82 | 7.69 | 5.87 | 15.17 |
| 8 | 3.00 | 3.00 | 0.0375 | 5.00 | 0.47 | 0.77 | 5.81 | 16.68 | 14.90 | 32.93 |
| 9 | 3.00 | 1.00 | 0.0375 | 5.00 | 0.74 | 0.11 | 16.32 | 46.91 | 45.79 | 82.05 |
| 10 | 3.00 | 1.00 | 0.0125 | 15.00 | 0.55 | 2.63 | 10.04 | 5.69 | 20.14 | 16.88 |
| 11 | 1.00 | 3.00 | 0.0375 | 15.00 | 1.27 | 1.19 | 6.31 | 7.02 | 14.24 | 15.37 |
| 12 | 1.00 | 3.00 | 0.0125 | 5.00 | 1.96 | 0.55 | 15.35 | 6.79 | 35.57 | 13.86 |
| 13 | 2.00 | 2.00 | 0.0464 | 10.00 | 1.58 | 0.54 | 31.80 | 21.07 | 59.90 | 42.46 |
| 14 | 2.00 | 2.00 | 0.025 | 10.00 | 0.86 | 1.35 | 10.75 | 29.11 | 23.03 | 57.44 |
| 15 | 2.00 | 2.00 | 0.025 | 10.00 | 1.58 | 1.62 | 31.80 | 29.91 | 59.90 | 59.03 |
| 16 | 3.00 | 3.00 | 0.0375 | 15.00 | 1.58 | 2.66 | 31.80 | 11.38 | 59.90 | 22.45 |
| 17 | 3.00 | 3.00 | 0.0125 | 15.00 | 1.04 | 2.45 | 8.64 | 21.50 | 21.05 | 42.43 |
| 18 | 1.00 | 3.00 | 0.0125 | 15.00 | 0.36 | 0.97 | 7.69 | 21.51 | 17.40 | 46.66 |
| 19 | 2.00 | 2.00 | 0.0035 | 10.00 | 0.05 | 0.49 | 8.39 | 6.95 | 14.56 | 15.71 |
| 20 | 1.00 | 3.00 | 0.0375 | 5.00 | 2.40 | 0.96 | 19.40 | 9.56 | 42.75 | 19.87 |
| 21 | 1.00 | 1.00 | 0.0375 | 5.00 | 0.98 | 0.29 | 23.88 | 28.56 | 32.41 | 60.37 |
| 22 | 3.00 | 3.00 | 0.0125 | 5.00 | 2.39 | 0.40 | 9.22 | 10.14 | 20.60 | 20.30 |
| 23 | 2.00 | 2.00 | 0.025 | 18.59 | 1.58 | 2.48 | 31.80 | 9.62 | 59.90 | 20.02 |
| 24 | 0.28 | 2.00 | 0.025 | 10.00 | 0.71 | 0.96 | 23.49 | 16.63 | 46.17 | 44.41 |
| 25 | 3.72 | 2.00 | 0.025 | 10.00 | 2.35 | 1.15 | 2.53 | 16.06 | 11.44 | 51.97 |
| 26 | 1.00 | 1.00 | 0.0375 | 15.00 | 0.37 | 1.02 | 30.66 | 12.36 | 58.30 | 24.40 |
| 27 | 2.00 | 2.00 | 0.025 | 10.00 | 1.60 | 1.59 | 19.47 | 36.90 | 27.30 | 53.70 |
| 28 | 1.00 | 1.00 | 0.0125 | 15.00 | 1.58 | 0.75 | 31.80 | 5.38 | 59.90 | 12.34 |
| 29 | 3.00 | 1.00 | 0.0375 | 15.00 | 0.96 | 1.86 | 23.31 | 14.37 | 46.92 | 38.36 |
| 30 | 2.00 | 3.72 | 0.025 | 10.00 | 0.45 | 1.42 | 19.11 | 17.44 | 34.30 | 29.10 |
| Kinetic Model | Equation | Parameter | Value |
|---|---|---|---|
| Zero-order | + F0 | k0 | 0.0001 |
| R2 | 0.9601 | ||
| First-order | k1 | 0.0086 | |
| R2 | 0.9802 | ||
| Higuchi | kH | 0.0676 | |
| R2 | 0.9742 | ||
| Hixson–Crowell | kHC | 0.0155 | |
| R2 | 0.9730 | ||
| Korsmeyer–Peppas | kKP | 0.0083 | |
| n | 0.8773 | ||
| R2 | 0.9887 |
| Variables | Symbol | Unit | Code Level | ||
|---|---|---|---|---|---|
| −1 | 0 | 1 | |||
| Low gellan gum | A | g | 1 | 2 | 3 |
| High gellan gum | B | g | 1 | 2 | 3 |
| DCMC concentration | C | %w/w | 0.0125 | 0.025 | 0.0375 |
| Citric concentration | D | %w/w | 5 | 10 | 15 |
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Kamthai, S.; Banjerdpongchai, R.; Deenu, A.; Tachai, K.; Khaw-on, P. Response Surface Optimization of Curcumin Oil-Loaded Dual-Crosslinked PVOH/CMC/Gellan Gum Hydrogels with Controlled Release and Anti-Inflammatory Activity. Gels 2026, 12, 132. https://doi.org/10.3390/gels12020132
Kamthai S, Banjerdpongchai R, Deenu A, Tachai K, Khaw-on P. Response Surface Optimization of Curcumin Oil-Loaded Dual-Crosslinked PVOH/CMC/Gellan Gum Hydrogels with Controlled Release and Anti-Inflammatory Activity. Gels. 2026; 12(2):132. https://doi.org/10.3390/gels12020132
Chicago/Turabian StyleKamthai, Suthaphat, Ratana Banjerdpongchai, Aree Deenu, Kamonwan Tachai, and Patompong Khaw-on. 2026. "Response Surface Optimization of Curcumin Oil-Loaded Dual-Crosslinked PVOH/CMC/Gellan Gum Hydrogels with Controlled Release and Anti-Inflammatory Activity" Gels 12, no. 2: 132. https://doi.org/10.3390/gels12020132
APA StyleKamthai, S., Banjerdpongchai, R., Deenu, A., Tachai, K., & Khaw-on, P. (2026). Response Surface Optimization of Curcumin Oil-Loaded Dual-Crosslinked PVOH/CMC/Gellan Gum Hydrogels with Controlled Release and Anti-Inflammatory Activity. Gels, 12(2), 132. https://doi.org/10.3390/gels12020132

