Malays. J. Anal. Sci. Volume 30 Number 2 (2026): 1747

 

Research Article

 

D-optimal mixture design optimization of an oil-in-water nanoemulsion of Pouteria campechiana pulp extract and its physicochemical and stability properties

 

Roswanira Abdul Wahab1,2*, Nur Haziqah Che Marzuki1,2, Mariani Abdul Hamid3, Norhayati Mohamed Noor4 and Ni Made Suaniti5

 

1 Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia

2 Investigative Forensic Sciences Research Group, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia

3School of Chemical and Energy Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia 4 Cosmeceutical & Fragrance Unit, Institute of Bioproduct Development, Universiti Teknologi Malaysia, Skudai, Johor,  Malaysia

5 Department of Chemistry, Faculty of Mathematics and Natural Sciences, University of Udayana, Bali, Indonesia

 

*Corresponding author: roswanira@utm.my

 

Received: 14 October 2025; Revised: 1 March 2026; Accepted: 6 April 2026; Published: 30 April 2026

 

Abstract

The growing demand for cosmeceuticals is driven by rising awareness of the benefits of dermatologically active, natural ingredients and increasing concern over the toxicity of synthetic compounds. This study explores the untapped potential of Pouteria campechiana (Pc) fruit pulp as an active component in a nanoemulsion for topical application. Using the D-optimal mixture design (MD), formulation of the PC-based nanoemulsion was optimized for four components, namely, jojoba oil, grape seed oil, T80, and glycerol, to achieve minimal particle size and polydispersity index (PdI). The optimized formulation demonstrated excellent performance, with a particle size of 240.1 nm, PdI of 0.21, high model significance (p < 0.0001, R² > 0.97), and strong stability indicators: zeta potential of –33.6 mV, conductivity of 0.22 µS/cm, and no phase separation over 90 days of storage. Pertinently, the OPT-PcE-Ne demonstrated resilience in repeated ultracentrifugation and freeze-thaw tests, while maintaining a pH range suitable for topical skin application (4-6). No phase separation was observed in samples stored under varying temperatures for up to 90 days. Transmission electron microscope micrograph confirmed sub-250 nm droplet size, and Bingham plastic behavior further supports its topical cosmeceutical application. Hence, the optimized OPT-PcE-Ne formulation, utilizing Pc as a key active ingredient produced here, achieved optimal stability while possessing ideal characteristics for topical cosmeceutical uses. Additionally, the use of natural ingredients in the optimized OPT-PcE-Ne developed in this study presents a promising, safer alternative to synthetic skincare formulations.

 

Keywords: Pouteria campechiana, pulp extract, oil-in-water, D-optimal mixture design, nanoemulsion

 


References

1.        de Lanerolle, M., Priyadarshani, A., Sumithraarachchi, D., and Jansz, E. (2009). The carotenoids of Pouteria campechiana (Sinhala: ratalawulu). Journal of the National Science Foundation of Sri Lanka, 36(1), 95.

2.        Pino, J. A. (2010). Volatile compounds from fruits of Pouteria campechiana (Kunth) Baehni. Journal of Essential Oil Bearing Plants, 13, 326–330.

3.        Granados-Vega, K., Evangelista‐Lozano, S., Escobar-Arellano, S., Rodríguez-García, T., Pérez-Barcena, J., and Cruz-Castillo, J. (2023). Harvest season and morphological variation of canistel (Pouteria campechiana) fruit and leaves collected in different zones of Mexico. Horticulturae, 9(11), 1214.

4.        Ma, J., Yang, H., Basile, M. J., and Kennelly, E.    J. (2004). Analysis of polyphenolic antioxidants from the fruits of three Pouteria species by selected ion monitoring liquid chromatography–mass spectrometry. Journal of Agricultural and Food Chemistry, 52, 5873–5878.

5.        Murillo, E., Meléndez-Martínez, A. J., and Portugal, F. (2010). Screening of vegetables and fruits from Panama for rich sources of lutein and zeaxanthin. Food Chemistry, 122, 167–172.

6.        Lee, J., Jung, E., Lee, J., Huh, S., Kim, J., Park, M., So, J., Ham, Y., Jung, K., and Hyun, C. G. (2007). Panax ginseng induces human Type I collagen synthesis through activation of Smad signaling. Journal of Ethnopharmacology, 109, 29–34.

7.        Laguna, C., De La Cuadra, J., Martín-González, B., Zaragoza, V., Martínez-Casimiro, L., and Alegre, V. (2009). Allergic contact dermatitis to cosmetics. Actas Dermo-Sifiliográficas (English Edition), 100, 53–60.

8.        Ustun Argon, Z., Celenk, V. U., and Gumus, Z. P. (2020). Chapter 5 - Cold pressed grape (Vitis vinifera) seed oil. In M. F. Ramadan (Ed.), Cold Pressed Oils (pp. 39–52). Academic Press.

9.        Jog, R., and Burgess, D. J. (2018). Chapter 10 - Excipients used in oral nanocarrier-based formulations. In A. Barhoum and A. S. Hamdy Makhlouf (Eds.), Fundamentals of Nanoparticles (pp. 279–342). Elsevier.

10.     Che Marzuki, N. H., Wahab, R. A., and Abdul Hamid, M. (2019). An overview of nano emulsion: concepts of development and cosmeceutical applications. Biotechnology & Biotechnological Equipment, 33, 779–797

11.     Yahya, N. A., Wahab, R. A., Hamid, M. A., Mahat, N. A., Huri, M. A. M., Attan, N., and Hashim, S. E. (2020). Preparation and characterization of acoustically extracted Ananas comosus peel powder with enhanced high antioxidant capacity. Jurnal Teknologi 82 (4), 14486.

12.     Samson, S., Basri, M., Fard Masoumi, H. R., Abedi Karjiban, R. and Abdul Malek, E. (2016). Design and development of a nanoemulsion system containing copper peptide by D-optimal mixture design and evaluation of its physicochemical properties. RSC Advances, 6,    7845-17856.

13.     Mazonde, P., Khamanga, S. M., and Walker, R. B. (2020). Design, optimization, manufacture and characterization of efavirenz-loaded flaxseed oil nanoemulsions. Pharmaceutics, 12, 797.

14.     Okonogi, S., Phumat, P., Khongkhunthian, S., Chaijareenont, P., Rades, T., and Müllertz, A. (2021). Development of self-nanoemulsifying drug delivery systems containing 4-allylpyrocatechol for treatment of oral infections caused by Candida albicans. Pharmaceutics, 13, 167.

15.     Gohil, R., Patel, A., Pandya, T., and Dharamsi, A. (2020). Optimization of brinzolamide loaded microemulsion using formulation by design approach: Characterization and in-vitro evaluation. Current Drug Therapy, 15, 37–52.

16.     Kumar, N., and Mandal, A. (2018). Thermodynamic and physicochemical properties evaluation for formation and characterization of oil-in-water nanoemulsion. Journal of Molecular Liquids, 266, 147–159.

17.     Udomrati, S., Cheetangdee, N., Gohtani, S., Surojanametakul, V., and Klongdee, S. (2019).   Emulsion stabilization mechanism of combination of esterified maltodextrin and Tween 80 in oil-in-water emulsions. Food Science Biotechnology, 29(3), 387-392.

18.     Wooster, T. J., Golding, M., and Sanguansri, P. (2008). Impact of oil type on nanoemulsion formation and Ostwald ripening stability. Langmuir, 24, 12758-12765.

19.     Saberi, A. H., Fang, Y., and McClements, D. J.  (2013). Effect of glycerol on formation, stability and properties of vitamin-E enriched nano emulsions produced using spontaneous emulsification. Journal of Colloid and Interface Science, 411, 105-113.

20.     Kumar, N., and Mandal, A. (2018). Thermodynamic and physicochemical properties evaluation for formation and characterization of oil-in-water nanoemulsion. Journal of Molecular Liquids, 266, 147–159.

21.     Kumar, N., Saif Ali, Kumar, A., and Mandal, A. (2020). Design and formulation of surfactant stabilized O/W emulsion for application in enhanced oil recovery: Effect of pH, salinity and temperature. Oil & Gas Science and Technology - Rev. IFP Energies Nouvelles, 75, 72.

22.     Sulaiman, I. S. C., Basri, M., Masoumi, H. R. F., Ashari, S. E., and Ismail, M. (2016). Design and development of a nanoemulsion system containing extract of Clinacanthus nutans (L.) leaves for transdermal delivery system by D-optimal mixture design and evaluation of its physicochemical properties. RSC Advances, 6, 67378–67388.

23.     Ma, Q., Davidson, P. M., and Zhong, Q. (2016). Nanoemulsions of thymol and eugenol co-emulsified by lauric arginate and lecithin. Food Chemistry, 206, 167–173.

24.     Myers, R. H., Montgomery, D. C., and Anderson-Cook, C. M. (2016) in Response Surface Methodology: Process and Product Optimization Using Designed Experiments (4th edition, Wiley).

25.     Coles, C. L. J., and Thomas, D. F. W. (1952). The stability of vitamin A alcohol in aqueous and oily media. Journal of Pharmacy and Pharmacology, 4, 898–903.

26.     Aboofazeli, R. (2010). Nanometric-scaled emulsions (nanoemulsions). Iranian Journal of Pharmaceutical Research, 9, 325–326.

27.     Danaei, M., Dehghankhold, M., Ataei, S., Hasanzadeh Davarani, F., Javanmard, R., Dokhani, A., Khorasani, S., and Mozafari, M. (2018). Impact of particle size and polydispersity index on the clinical applications of lipidic nanocarrier systems. Pharmaceutics, 10, 57.

28.     Miwa, T. K. (1971). Jojoba oil wax esters and derived fatty acids and alcohols: Gas chromatographic analyses. Journal of the American Oil Chemists' Society, 48, 259–264.

29.     Silva, H. D., Cerqueira, M. A., and Vicente, A. A. (2015). Influence of surfactant and processing conditions in the stability of oil-in-water nanoemulsions. Journal of Food Engineering Part B, 167, 89–98.

30.     Garg, T., Rath, G., and Goyal, A. K. (2015). Comprehensive review on additives of topical dosage forms for drug delivery. Drug Delivery, 22, 969–987.

31.     Cerda-Opazo, P., Gotteland, M., Oyarzun-Ampuero, F. A., and Garcia, L. (2021). Design, development and evaluation of nanoemulsion containing avocado peel extract with anticancer potential: A novel biological active ingredient to enrich food. Food Hydrocolloids, 111, 106370.

32.     Bhattacharjee, S. (2016). DLS and zeta potential–what they are and what they are not? Journal of Controlled Release, 235, 337-351.

33.     Xu, R. (2001). Particle characterization: Light scattering methods. Springer Science & Business Media.

34.     Hong, I. K., Kim, S. I., and Lee, S. B. (2018). Effects of HLB value on oil-in-water emulsions: Droplet size, rheological behavior, zeta-potential, and creaming index. Journal of Industrial and Engineering Chemistry 67:123-131.

35.     Riehm, D. A., Rokke, D. J., Paul, P. G., Lee, H. S., Vizanko, B. S., and McCormick, A. V. (2017). Dispersion of oil into water using lecithin-T80 blends: The role of spontaneous emulsification. Journal of Colloid and Interface Science, 487, 52–59.

36.     Sis, H., and Birinci, M. (2009). Effect of nonionic and ionic surfactants on zeta potential and dispersion properties of carbon black powders. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 341, 60–67.

37.     Ali, S. M., and Yosipovitch, G. (2013). Skin pH: from basic science to basic skin care. Acta Dermato-Venereologica, 93, 261–269.

38.     Lu, G. W., and Gao, P. (2010). Emulsions and microemulsions for topical and transdermal drug delivery. In Handbook of Non-Invasive Drug Delivery Systems (pp. 59–94). Elsevier.

39.     Lu, C. L., Li, Y. M., Fu, G. Q., Yang, L., Jiang, J. G., Zhu, L., Lin, F. L., Chen, J., and Lin, Q. S. (2011). Extraction optimisation of daphnoretin from root bark of Wikstroemia indica (L.) CA and its anti-tumour activity tests. Food Chemistry, 124, 1500–1506.

40.     International Standard ISO/TR 18811:2018 - Cosmetics — Guidelines for the stability testing of cosmetic products.

41.     Parveen, R., Baboota, S., Ali, J., Ahuja, A., and Ahmad, S. (2015). Stability studies of silymarin nanoemulsion containing Tween 80 as a surfactant. Journal of Pharmacy and Bioallied Sciences, 7, 321.

42.     Gurpreet, K., and Singh, S. (2018). Review of nanoemulsion formulation and characterization techniques. Indian Journal of Pharmaceutical Sciences, 80, 781–789.

43.     Huang, W., Zhu, D., Fan, Y., Xue, X., Yang, H., Jiang, L., Jiang, Q., Chen, J., Jiang, B., and Komarneni, S. (2020). Preparation of stable inverse emulsions of hydroxyethyl methacrylate and their stability evaluation by centrifugal coefficient. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 604, 125309.

44.     Bhattacharya, l. R. S. and Rhodes, E. (1986). Flow behaviour of oil‐in‐water emulsions. The Canadian Journal of Chemical Engineering, 64, 3-10.

45.     Azhar, S. N. A. S., Ashari, S. E., and Salim, N. (2018). Development of a kojic monooleate-enriched oil-in-water nanoemulsion as a potential carrier for hyperpigmentation treatment. International Journal of Nanomedicine, 13, 6465–6479.