Published
2026-09-15
Issue
Section
Original Research Article
License
Copyright (c) 2026 Ghufran Ashour Hammood, Hibba Salman Mahdi, Lamia Shakir Ashoor, Amer Hamid Hussien

This work is licensed under a Creative Commons Attribution 4.0 International License.
The Author(s) warrant that permission to publish the article has not been previously assigned elsewhere.
Author(s) shall retain the copyright of their work and grant the Journal/Publisher right for the first publication with the work simultaneously licensed under:
OA - Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). This license allows for the copying, distribution and transmission of the work, provided the correct attribution of the original creator is stated. Adaptation and remixing are also permitted.

This license intends to facilitate free access to, as well as the unrestricted reuse of, original works of all types for non-commercial purposes.
How to Cite
Statistical Modeling and Process Optimization of Phytosome Production Using the Solvent Evaporation Technique Based on Phospholipid
Ghufran Ashour Hammood
Department of Biotechnology, College of Science, University of Baghdad, Baghdad, Iraq
Hibba Salman Mahdi
Education of Baghdad, Ministry of Education, Baghdad, Iraq
Lamia Shakir Ashoor
Department of Biotechnology, College of Science, University of Baghdad, Baghdad, Iraq
Amer Hamid Hussien
Department of Chemistry, College of Science for Women, University of Baghdad, Baghdad, Iraq
DOI: https://doi.org/10.59429/ace.v9i3.6027
Keywords: Quercetin, Phytosome, Phosphatidylcholine, Factorial Design, Bioavailability, Antioxidant, flavonoi
Abstract
Fabrication of phytosome formulation using solvent evaporation method statistical modeling, process optimization and scale up evaluation A 3^2 full factorial was then used for optimal CPP effect study (phospholipid-to-bioactive ratio, sonication time) against desired quality attributes (size, polydispersity index [PDI] and zeta potential of a well-formulated). Statistical analyses indicated that the concentration of phospholipids was the primary determinant of both particle size and colloidal stability, while sonication time modulated particle dispersion uniformity. These differential equations were easily solved, and the resulting $R^2 > 0.99$ predictive power of these mathematical models with little interaction effects suggests that the experimental space was controlled well. Most significantly, a stepwise scale-validation consisted of mass balance and percentage yield at multiple production scales. As the process steps are scaled (from lab to larger batch sizes) there is only a minimal (or no change in encapsulation efficiency and physicochemical stability). The findings of this research demonstrate that in optimized settings, the solvent evaporation process is a mathematically predictable and scalable platform for phospholipid embedded nanostructures to enable delivery of hydrophobic bioactive compounds.
References
[1]. Vishvakarma P, Mandal S, Verma A. A review on current aspects of nutraceuticals and dietary supplements. International Journal of Pharma Professional’s Research (IJPPR). 2023;14(1):78-91. 7.
[2]. JosephA. Kareparamban, Aruna P Jadhav: Phytosome A Novel Revolution in Herbal Drugs, Int J Res Pharma Chemistry. 2012;2(2):299-300.
[3]. GarimaSinghalR.B, KunalKasariya,:"Biosynthesis of silver nanoparticles using Ocimum sanctum (Tulsi) leaf extract and screening its antimicrobial activity. "JNanopart Res, 2011.13: p.2981-2988.
[4]. Amzad H.M., Kabir S.M., Salehuddin S.M et al., 2010. Antibacterial properties of essential oils and methanol extracts of sweet basil Ocimum basilicum occurring in Bangladesh. Pharma Biol.48, 504–511.
[5]. Prabhakar Vishvakarma, Jaspreet Kaur, Gunosindhu Chakraborthy, Dhruv Kishor Vishwakarma, Boi Basanta Kumar Reddy, Pampayya Thanthati, Shaik Aleesha, Yasmin Khatoon. Nephroprotective Potential of Terminalia Arjuna Against Cadmium-Induced Renal Toxicity by In-Vitro Study. J. Exp. Zool. India Vol. 28, No. 1, pp. 939-944, 2025
[6]. Prabhakar V, Agarwal S, Chauhan R, Sharma S. Fast dissolving tablets: an overview. International Journal of Pharmaceutical Sciences: Review and Research. 2012;16(1):17.
[7]. Vishvakarma P, Mandal S, Pandey J, Bhatt AK, Banerjee VB, Gupta JK. An Analysis of the Most Recent Trends in Flavoring Herbal Medicines in Today's Market. Journal of Pharmaceutical Negative Results. 2022 Dec 31:9189-98
[8]. Torchilin VP. Multifunctional nanocarriers. Nat Rev Drug Discov. 2014;13(11):813–27.
[9]. Kalepu S, Nekkanti V. Insoluble drug delivery strategies: review of recent advances and business prospects. Acta Pharm Sin B. 2015;5(5):442–53.
[10]. Kidd PM. Bioavailability and activity of phytosome complexes from botanical polyphenols: the silymarin, curcumin, green tea, and grape seed extracts. Altern Med Rev. 2009;14(3):226–46.
[11]. Semalty A, Semalty M, Rawat MS. The phytosome: a novel drug delivery system for herbal drugs. J Incl Phenom Macrocycl Chem. 2006;55(1–2):13–7.
[12]. Patravale VB, Date AA, Kulkarni RM. Nanosuspensions: a promising drug delivery strategy. J Pharm Sci. 2004;93(10):2515–25.
[13]. Bhattacharya S. Lipid-based drug delivery systems: from fundamentals to applications. Chem Rev. 2020;120(1):347–410.
[14]. Mozafari MR. Nanoliposomes: preparation and analysis. Dordrecht: Springer; 2005.
[15]. Shah R, Eldridge D, Palombo E, Harding I. Optimisation and stability assessment of solid lipid nanoparticles using solvent evaporation method. Int J Pharm. 2016;497(1–2):50–8.
[16]. Hatahet T, Morille M, Hommoss A, Devoisselle JM, Müller RH, Bégu S. Quercetin topical application, from conventional dosage forms to nanodosage forms. European Journal of Pharmaceutics and Biopharmaceutics. 2016;108:41-53.
[17]. Hamoad GA, Sahib SA. Synthesis and Characterization of New Graphene Oxide Nano Derivatives, and study of their Biological Activities. International Journal of Drug Delivery Technology. 2021;11(3):883-891.







