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
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