Development and Optimization of Beeswax–Coriander Essential Oil-Based Nanostructured Lipid Carriers for Encapsulation of Anthocyanin-Rich Barberry Extract
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Preparation of Anthocyanin-Rich Extract from Barberry
2.3. Total Anthocyanin Concentration of Barberry Extract
2.4. Preparation of NLCs
2.5. Physicochemical Characteristics of NLCs
2.5.1. Measurement of Particle Size, Polydispersity Index, and Zeta Potential
2.5.2. Transmission Electron Microscopy
2.5.3. Entrapment Efficiency and Entrapment Stability
2.5.4. Fourier Transform-Infrared Spectroscopy (FTIR)
2.5.5. Differential Scanning Calorimetry (DSC)
2.5.6. X-Ray Diffraction Analysis
2.5.7. Antioxidant Properties
2.5.8. Microbiological Analysis
Preparation of Bacterial Suspensions
Minimum Inhibitory Concentration (MIC) and Minimum Bactericidal Concentration (MBC)
2.6. Experimental Design and Optimization
3. Results and Discussion
3.1. NLC Formulation Optimization
3.1.1. Regression Model Analysis
3.1.2. Response Surface Analysis
3.1.3. Optimization and Verification of Results
3.2. Entrapment Stability
3.3. Morphology of NLC
3.4. FTIR Analysis
3.5. Thermal Analysis
3.6. XRD Analysis
3.7. Antioxidant Activity
3.8. Antimicrobial Activity
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Atefi, M.; Ghavami, A.; Hadi, A.; Askari, G. The effect of barberry (Berberis vulgaris L.) supplementation on blood pressure: A systematic review and meta-analysis of the randomized controlled trials. Complement. Ther. Med. 2021, 56, 102608. [Google Scholar] [CrossRef]
- Khezri, S.; Ghanbarzadeh, B.; Ehsani, A. Barberry anthocyanins: Recent advances in extraction, stability, biological activities, and utilisation in food systems—A review. Int. J. Food Sci. Technol. 2025, 60, vvaf031. [Google Scholar] [CrossRef]
- Mahdavi, S.A.; Jafari, S.M.; Assadpour, E.; Ghorbani, M. Storage stability of encapsulated barberry’s anthocyanin and its application in jelly formulation. J. Food Eng. 2016, 181, 59–66. [Google Scholar] [CrossRef]
- Homayoonfal, M.; Mousavi, M.; Kiani, H.; Askari, G.; Desobry, S.; Arab-Tehrany, E. Modifying the stability and surface characteristic of anthocyanin compounds incorporated in the nanoliposome by chitosan biopolymer. Pharmaceutics 2022, 14, 1622. [Google Scholar] [CrossRef] [PubMed]
- Homayoonfal, M.; Mousavi, S.M.; Kiani, H.; Askari, G.; Desobry, S.; Arab-Tehrany, E. Encapsulation of berberis vulgaris anthocyanins into nanoliposome composed of rapeseed lecithin: A comprehensive study on physicochemical characteristics and biocompatibility. Foods 2021, 10, 492. [Google Scholar] [CrossRef] [PubMed]
- Enaru, B.; Drețcanu, G.; Pop, T.D.; Stǎnilǎ, A.; Diaconeasa, Z. Anthocyanins: Factors affecting their stability and degradation. Antioxidants 2021, 10, 1967. [Google Scholar] [CrossRef]
- Nahr, F.K.; Ghanbarzadeh, B.; Hamishehkar, H.; Kafil, H.S. Food grade nanostructured lipid carrier for cardamom essential oil: Preparation, characterization and antimicrobial activity. J. Funct. Foods 2018, 40, 1–8. [Google Scholar] [CrossRef]
- Lüdtke, F.L.; Silva, T.J.; da Silva, M.G.; Hashimoto, J.C.; Ribeiro, A.P.B. Lipid nanoparticles: Formulation, production methods and characterization protocols. Foods 2025, 14, 973. [Google Scholar] [CrossRef]
- Zafar, A.; Yasir, M.; Panda, D.S.; Singh, L. Bergenin nano-lipid carrier to improve the oral delivery: Development, optimization, in vitro and in vivo evaluation. J. Drug Deliv. Sci. Technol. 2024, 96, 105655. [Google Scholar] [CrossRef]
- Ravanfar, R.; Tamaddon, A.M.; Niakousari, M.; Moein, M.R. Preservation of anthocyanins in solid lipid nanoparticles: Optimization of a microemulsion dilution method using the Placket–Burman and Box–Behnken designs. Food Chem. 2016, 199, 573–580. [Google Scholar] [CrossRef]
- Peres, L.B.; Peres, L.B.; de Araújo, P.H.H.; Sayer, C. Solid lipid nanoparticles for encapsulation of hydrophilic drugs by an organic solvent free double emulsion technique. Colloids Surf. B Biointerfaces 2016, 140, 317–323. [Google Scholar] [CrossRef]
- Pimentel-Moral, S.; Teixeira, M.; Fernandes, A.; Borrás-Linares, I.; Arráez-Román, D.; Martínez-Férez, A.; Segura-Carretero, A.; Souto, E.B. Polyphenols-enriched Hibiscus sabdariffa extract-loaded nanostructured lipid carriers (NLC): Optimization by multi-response surface methodology. J. Drug Deliv. Sci. Technol. 2019, 49, 660–667. [Google Scholar] [CrossRef]
- Soleimanian, Y.; Goli, S.A.H.; Shirvani, A.; Elmizadeh, A.; Marangoni, A.G. Wax-based delivery systems: Preparation, characterization, and food applications. Compr. Rev. Food Sci. Food Saf. 2020, 19, 2994–3030. [Google Scholar] [CrossRef] [PubMed]
- Sahraee, S.; Ghanbarzadeh, B.; Pezeshki, A. Development of heat-stable gelatin-coated nanostructured lipid carriers (NLC): Colloidal and stability properties. LWT 2022, 160, 113265. [Google Scholar] [CrossRef]
- Silva, F.; Domingues, F.C. Antimicrobial activity of coriander oil and its effectiveness as food preservative. Crit. Rev. Food Sci. Nutr. 2017, 57, 35–47. [Google Scholar] [CrossRef] [PubMed]
- Talebi, S.M.; Naser, A.; Ghorbanpour, M. Chemical composition and antimicrobial activity of the essential oils in different populations of Coriandrum sativum L. (coriander) from Iran and Iraq. Food Sci. Nutr. 2024, 12, 3872–3882. [Google Scholar] [CrossRef]
- Jaberi, R.; Kaban, G.; Kaya, M. Effects of some extraction parameters on anthocyanin content of barberry (Berberis vulgaris L.) and Its Antioxidant Activity. Türkiye Tarımsal Araştırmalar Derg. 2022, 9, 41–48. [Google Scholar] [CrossRef]
- Mahdavi, S.A.; Jafari, S.M.; Assadpoor, E.; Dehnad, D. Microencapsulation optimization of natural anthocyanins with maltodextrin, gum Arabic and gelatin. Int. J. Biol. Macromol. 2016, 85, 379–385. [Google Scholar] [CrossRef]
- Soleimanian, Y.; Goli, S.A.H.; Varshosaz, J.; Maestrelli, F. Propolis wax nanostructured lipid carrier for delivery of β sitosterol: Effect of formulation variables on physicochemical properties. Food Chem. 2018, 260, 97–105. [Google Scholar] [CrossRef]
- Khiavi, H.D.; Heshmati, M.K.; Dadashi, S.; Pezeshki, A.; Ghanbarzadeh, B. The application of nanostructured lipid carrier for encapsulation of Rosa canina and Heracleum persicum extracts and production of mayonnaise enriched with encapsulated extracts. J. Agric. Food Res. 2025, 19, 101742. [Google Scholar] [CrossRef]
- Bashiri, S.; Ghanbarzadeh, B.; Ayaseh, A.; Dehghannya, J.; Ehsani, A.; Ozyurt, H. Essential oil-loaded nanostructured lipid carriers: The effects of liquid lipid type on the physicochemical properties in beverage models. Food Biosci. 2020, 35, 100526. [Google Scholar] [CrossRef]
- Malekmohammadi, M.; Ghanbarzadeh, B.; Hanifian, S.; Samadi Kafil, H.; Gharekhani, M.; Falcone, P.M. The gelatin-coated nanostructured lipid carrier (NLC) containing Salvia officinalis extract: Optimization by combined D-optimal design and its application to improve the quality parameters of beef burger. Foods 2023, 12, 3737. [Google Scholar] [CrossRef]
- Ma, L.; Li, Z.; Li, L.; Bi, X.; Xiao, G.; Li, L. Edible Beeswax-Flaxseed Oil Nanostructured Lipid Carriers for Improved Β-Sitosterol Bioaccessibility: Structural Advantages and Controlled Release in Dynamic Digestion. Food Chem. 2025, 492, 145492. [Google Scholar] [CrossRef]
- Liu, H.; Huang, X.; Liu, Y.; Zheng, G.; Yang, W.; Li, B. Development of Conjugated Linoleic Acid Nanostructured Lipid Carriers and Their Synergistic Efficacy with Curcumin. Foods 2025, 14, 3104. [Google Scholar] [CrossRef] [PubMed]
- Binazir, E.; Ghanbarzadeh, B.; Hanifian, S.; Gharekhani, M.; Kafil, H.S.; Falcone, P.M. Development and optimization of thyme-pennyroyal essential oils based active nanostructured lipid carrier (NLC) containing saffron extract with antioxidant and antimicrobial properties. Food Biosci. 2024, 61, 104992. [Google Scholar] [CrossRef]
- Chandan, C.; Kumar, G.P.; Jawahar, N.; Sushma, B.; Amachawadi, R.G.; Shati, A.A.; Alfaifi, M.Y.; Elbehairi, S.E.I.; Prasad, S.K.; Shivamallu, C. Design, development and characterization of Papain-loaded nanostructured lipid carriers for enhanced stability and bio-accessibility in acidic environments. Results Chem. 2024, 8, 101571. [Google Scholar] [CrossRef]
- Emad, N.A.; Gupta, P.; Ahmad, S.; Sultana, Y.; Aqil, M.; Khan, M.A. Polyphenols-loaded beeswax-based lipid nanoconstructs for diabetic foot ulcer: Optimization, characterization, in vitro and ex vivo evaluation. J. Drug Deliv. Sci. Technol. 2023, 88, 104983. [Google Scholar] [CrossRef]
- Karbstein, H.; Schubert, H. Developments in the continuous mechanical production of oil-in-water macro-emulsions. Chem. Eng. Process. Process Intensif. 1995, 34, 205–211. [Google Scholar] [CrossRef]
- Jafari, S.M.; Assadpoor, E.; He, Y.; Bhandari, B. Re-coalescence of emulsion droplets during high-energy emulsification. Food Hydrocoll. 2008, 22, 1191–1202. [Google Scholar] [CrossRef]
- Eh Suk, V.R.; Mohd Latif, F.; Teo, Y.Y.; Misran, M. Development of nanostructured lipid carrier (NLC) assisted with polysorbate nonionic surfactants as a carrier for l-ascorbic acid and Gold Tri.E 30. J. Food Sci. Technol. 2020, 57, 3259–3266. [Google Scholar] [CrossRef]
- Ding, Y.; Pyo, S.; Müller, R. smartLipids® as third solid lipid nanoparticle generation–stabilization of retinol for dermal application. Die Pharm. 2017, 72, 728–735. [Google Scholar] [CrossRef]
- Liu, J.; Zhou, H.; Mundo, J.L.M.; Tan, Y.; Pham, H.; McClements, D.J. Fabrication and characterization of W/O/W emulsions with crystalline lipid phase. J. Food Eng. 2020, 273, 109826. [Google Scholar] [CrossRef]
- Huang, Y.; Zhou, W. Microencapsulation of anthocyanins through two-step emulsification and release characteristics during in vitro digestion. Food Chem. 2019, 278, 357–363. [Google Scholar] [CrossRef]
- Hashemi, H. Polyphenol Loaded Nanoparticles: A Colon-Targeted Delivery System to Enhance Stability and Antimicrobial Properties of Barberry (Berberis vulgaris) Fruit Extract. Ph.D. Thesis, Texas A&M University, College Station, TX, USA, 2022. [Google Scholar]
- Ma, Y.; Li, C.; Xiu, W.; Wang, X. In vivo and in vitro evaluation of stability and antioxidant activity of lycopene-nanostructured lipid carriers. Food Sci. Biotechnol. 2023, 32, 833–845. [Google Scholar] [CrossRef]
- Manea, A.-M.; Vasile, B.S.; Meghea, A. Antioxidant and antimicrobial activities of green tea extract loaded into nanostructured lipid carriers. Comptes Rendus Chim. 2014, 17, 331–341. [Google Scholar] [CrossRef]
- Lohan, S.; Verma, R.; Kaushik, D.; Bhatia, M. Optimization and evaluation of microwave-assisted curcumin-loaded nanostructured lipid carriers: A green approach. Future J. Pharm. Sci. 2023, 9, 117. [Google Scholar] [CrossRef]
- de Meneses, A.C.; Marques, E.B.P.; Leimann, F.V.; Gonçalves, O.H.; Ineu, R.P.; de Araújo, P.H.H.; de Oliveira, D.; Sayer, C. Encapsulation of clove oil in nanostructured lipid carriers from natural waxes: Preparation, characterization and in vitro evaluation of the cholinesterase enzymes. Colloids Surf. A Physicochem. Eng. Asp. 2019, 583, 123879. [Google Scholar] [CrossRef]
- Vardanega, R.; Lüdtke, F.L.; Loureiro, L.; Gonçalves, R.F.; Pinheiro, A.C.; Vicente, A.A. Development and characterization of nanostructured lipid carriers for cannabidiol delivery. Food Chem. 2024, 441, 138295. [Google Scholar] [CrossRef]
- Merecz-Sadowska, A.; Sitarek, P.; Kowalczyk, T.; Zajdel, K.; Jęcek, M.; Nowak, P.; Zajdel, R. Food anthocyanins: Malvidin and its glycosides as promising antioxidant and anti-inflammatory agents with potential health benefits. Nutrients 2023, 15, 3016. [Google Scholar] [CrossRef]
- Nouioura, G.; El Fadili, M.; El Hachlafi, N.; Maache, S.; Mssillou, I.; Abuelizz, H.A.; Lafdil, F.Z.; Er-Rahmani, S.; Lyoussi, B.; Derwich, E. Coriandrum sativum L., essential oil as a promising source of bioactive compounds with GC/MS, antioxidant, antimicrobial activities: In vitro and in silico predictions. Front. Chem. 2024, 12, 1369745. [Google Scholar] [CrossRef]
- Mekky, A.E.; El-Barkey, N.M.; Abd El Halim, H.M.; Nasser, S.A.; Mahmoud, N.N.; Zahra, A.A.; Nasr-Eldin, M.A. Exploring the potential of hydro alcoholic crude extract of beeswax as antibacterial antifungal antiviral antiinflammatory and antioxidant agent. Sci. Rep. 2025, 15, 32512. [Google Scholar] [CrossRef]
- Hennebelle, M.; Villeneuve, P.; Durand, E.; Lecomte, J.; Van Duynhoven, J.; Meynier, A.; Yesiltas, B.; Jacobsen, C.; Berton-Carabin, C. Lipid oxidation in emulsions: New insights from the past two decades. Prog. Lipid Res. 2024, 94, 101275. [Google Scholar] [CrossRef]
- Hajlaoui, H.; Arraouadi, S.; Noumi, E.; Aouadi, K.; Adnan, M.; Khan, M.A.; Kadri, A.; Snoussi, M. Antimicrobial, antioxidant, anti-acetylcholinesterase, antidiabetic, and pharmacokinetic properties of Carum carvi L. and Coriandrum sativum L. essential oils alone and in combination. Molecules 2021, 26, 3625. [Google Scholar] [CrossRef]
- Langroodi, A.M.; Fathabad, A.E.; Moulodi, F.; Mashak, Z.; Abad, M.A.K. Antioxidant and antimicrobial activities of aqueous and ethanolic extracts of barberry and Zataria multiflora Boiss essential oil against some food-borne bacteria. J. Kermanshah Univ. Med. Sci. 2018, 22, e83087. [Google Scholar] [CrossRef]
- Gıdık, B. Antioxidant, antimicrobial activities and fatty acid compositions of wild Berberis spp. by different techniques combined with chemometrics (PCA and HCA). Molecules 2021, 26, 7448. [Google Scholar] [CrossRef]








| Runs | Components | Components | Responses | |||||
|---|---|---|---|---|---|---|---|---|
| Mixture Components 1 | Mixture Components 2 | Particle Size (nm) | PDI | ZP (mV) | EE (%) | |||
| X1: PGE (%) a | X2: PGPR (%) b | X3: Tween 80 (%) c | X4: Tween 20 (%) d | |||||
| 1 | 10 | 90 | 90 | 10 | 191.53 | 0.33 | −21.5 | 57 |
| 2 | 30 | 70 | 30 | 70 | 192.16 | 0.34 | −19.8 | 55 |
| 3 | 10 | 90 | 10 | 90 | 239.32 | 0.41 | −18.9 | 47 |
| 4 | 50 | 50 | 90 | 10 | 152.92 | 0.26 | −24.2 | 67 |
| 5 | 30 | 70 | 70 | 30 | 171.4 | 0.3 | −21.6 | 59 |
| 6 | 50 | 50 | 50 | 50 | 168.45 | 0.29 | −22 | 63 |
| 7 | 90 | 10 | 30 | 70 | 134.6 | 0.24 | −22.3 | 62 |
| 8 | 50 | 50 | 10 | 90 | 177.29 | 0.31 | −21.6 | 61 |
| 9 | 90 | 10 | 70 | 30 | 101.55 | 0.23 | −23.2 | 72 |
| 10 | 70 | 30 | 30 | 70 | 157.22 | 0.29 | −21.2 | 64 |
| 11 | 90 | 10 | 90 | 10 | 94.25 | 0.18 | −23.4 | 74 |
| 12 | 50 | 50 | 10 | 90 | 172.8 | 0.31 | −20.7 | 60 |
| 13 | 10 | 90 | 90 | 10 | 188.71 | 0.35 | −21.8 | 56 |
| 14 | 10 | 90 | 50 | 50 | 210.7 | 0.4 | −18.7 | 53 |
| 15 | 90 | 10 | 50 | 50 | 112.1 | 0.22 | −22.9 | 70 |
| 16 | 50 | 50 | 90 | 10 | 142.14 | 0.28 | −24.7 | 69 |
| 17 | 10 | 90 | 50 | 50 | 215.94 | 0.36 | −19.2 | 51 |
| 18 | 10 | 90 | 10 | 90 | 242.21 | 0.39 | −17.9 | 49 |
| 19 | 90 | 10 | 10 | 90 | 168.13 | 0.32 | −20.8 | 62 |
| Source | Suggested Models | Sequential p-Value | Fit Statistics | CV (%) | Adeq. Precision | ||||
|---|---|---|---|---|---|---|---|---|---|
| Mix Order 1 | Mix Order 2 | Mix 1 | Mix 2 | R2 | Adj. R2 | Pred. R2 | |||
| Particle size | Quadratic | Quadratic | 0.0006 *** | 0.0375 * | 0.9924 | 0.9863 | 0.9775 | 2.88 | 43.1751 |
| PDI | Linear | Linear | <0.0001 *** | 0.0002 *** | 0.9104 | 0.8925 | 0.8296 | 6.70 | 21.7278 |
| ZP | Quadratic | Quadratic | 0.0005 *** | 0.0068 ** | 0.9722 | 0.9499 | 0.9018 | 1.97 | 20.9380 |
| EE | Quadratic | Linear | 0.0008 ** | <0.0001 *** | 0.9742 | 0.9643 | 0.9448 | 2.40 | 33.2168 |
| Source | Particle Size | PDI | ZP | EE | ||||
|---|---|---|---|---|---|---|---|---|
| F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | |
| Model | 162.54 | <0.0001 *** | 50.82 | <0.0001 *** | 43.67 | <0.0001 *** | 98.32 | <0.0001 *** |
| Linear x Linear Mixture | 417.78 | <0.0001 *** | 50.82 | <0.0001 *** | 96.40 | <0.0001 *** | 155.16 | <0.0001 *** |
| ABC | 0.7627 | 0.4030 | — | — | 26.44 | 0.0004 *** | 2.16 | 0.1652 |
| ABD | 41.19 | <0.0001 *** | — | — | 14.11 | 0.0037 ** | 19.89 | 0.0006 *** |
| ACD | 11.14 | 0.0075 ** | — | — | 3.01 | 0.1134 | — | — |
| BCD | 0.7996 | 0.3922 | — | — | 8.93 | 0.0136 * | — | — |
| ABCD | 6.29 | 0.0310 * | — | — | 4.25 | 0.0663 | — | — |
| Lack of Fit | 1.66 | 0.2953 | 1.75 | 0.2794 | 0.4777 | 0.7816 | 1.83 | 0.2614 |
| Optimum Formulation | ||||
|---|---|---|---|---|
| PGE (%) | PGPR (%) | Tween 80 (%) | Tween 20 (%) | Desirability |
| 90 | 10 | 90 | 10 | 0.939 |
| Responses at the optimum point | Predicted | Experimental | Percentage error | |
| Particle size (nm) | 95.07 | 94.25 | +0.87 | |
| PDI | 0.186 | 0.180 | +3.33 | |
| Zeta potential (mV) | −23.35 | −23.40 | −0.21 | |
| EE (%) | 74.87 | 74.00 | +1.18 | |
| Bacteria | S. aureus | E. coli | |||
|---|---|---|---|---|---|
| Sample | |||||
| MIC (mg/mL) | MBC (mg/mL) | MIC (mg/mL) | MBC (mg/mL) | ||
| BE | 3.75 | 7.5 | 15 | 15 | |
| CEO | 0.23 | 0.47 | 0.47 | 0.94 | |
| Blank NLC | 0.47 | 0.94 | 0.94 | 1.88 | |
| BE-NLC | 0.47 | 0.94 | 0.94 | 1.88 | |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Khezri, S.; Ghanbarzadeh, B.; Hamishehkar, H.; Mohammadi, M.; Ehsani, A.; Falcone, P.M. Development and Optimization of Beeswax–Coriander Essential Oil-Based Nanostructured Lipid Carriers for Encapsulation of Anthocyanin-Rich Barberry Extract. Foods 2026, 15, 1685. https://doi.org/10.3390/foods15101685
Khezri S, Ghanbarzadeh B, Hamishehkar H, Mohammadi M, Ehsani A, Falcone PM. Development and Optimization of Beeswax–Coriander Essential Oil-Based Nanostructured Lipid Carriers for Encapsulation of Anthocyanin-Rich Barberry Extract. Foods. 2026; 15(10):1685. https://doi.org/10.3390/foods15101685
Chicago/Turabian StyleKhezri, Sima, Babak Ghanbarzadeh, Hamed Hamishehkar, Maryam Mohammadi, Ali Ehsani, and Pasquale M. Falcone. 2026. "Development and Optimization of Beeswax–Coriander Essential Oil-Based Nanostructured Lipid Carriers for Encapsulation of Anthocyanin-Rich Barberry Extract" Foods 15, no. 10: 1685. https://doi.org/10.3390/foods15101685
APA StyleKhezri, S., Ghanbarzadeh, B., Hamishehkar, H., Mohammadi, M., Ehsani, A., & Falcone, P. M. (2026). Development and Optimization of Beeswax–Coriander Essential Oil-Based Nanostructured Lipid Carriers for Encapsulation of Anthocyanin-Rich Barberry Extract. Foods, 15(10), 1685. https://doi.org/10.3390/foods15101685

