Integrating Molecular Modeling and Nanoemulsion Characterization for Ibuprofen

Ibuprofen (IBU), a widely used nonsteroidal anti-inflammatory drug, exhibits low aqueous solubility and polymorphic behavior, which can compromise its bioavailability and pharmaceutical performance. This study investigated the structural, electronic, and supramolecular properties of two polymorphic forms of IBU and assessed their influence on the development and performance of emulsion-based delivery systems. The solid-state description included Hirshfeld surface analysis and the quantum theory of atoms in molecules complemented by density functional theory and electronic reactivity descriptors. Two formulations, an emulsion (EM-IBU) and a nanoemulsion (NE-IBU), were prepared and characterized by droplet size, polydispersity index, zeta potential, density, and drug content via mass spectrometry. Compared to EM-IBU, NE-IBU exhibited a considerably smaller particle size (31.3 ± 0.3 nm vs 235.4 ± 4.3 nm), a lower polydispersity index (0.23 vs 0.16), a more negative zeta potential (-25.8 vs -22.1 mV), and a higher density (0.989 vs 0.967 g cm<sup>-3</sup>). These quantitative results demonstrate superior colloidal stability and a wider pH stability range for NE-IBU, confirming its physicochemical robustness and pharmaceutical potential for hydrophobic drug delivery.

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Publication Details

Journal
ACS Omega
Published
2026-02-25
DOI
https://doi.org/10.1021/acsomega.5c09579
Primary Topic
Drug Solubulity and Delivery Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Integrating Molecular Modeling and Nanoemulsion Characterization for Ibuprofen

Hamilton B. Napolitano, Vitória A. M. Silva, James Oluwagbamigbe Fajemiroye, Lucas D. Dias et al.
ACS Omega
Drug Solubulity and Delivery Systems
article

Integrating Molecular Modeling and Nanoemulsion Characterization for Ibuprofen

Hamilton B. Napolitano, Vitória A. M. Silva, James Oluwagbamigbe Fajemiroye, Lucas D. Dias, Leonardo L. Borges, Rodrigo A. B. Lopes-Martins, Luana A. F. Afiune, Alberto S. S. Filho, Antônio S. N. Aguiar
article en

Abstract

Ibuprofen (IBU), a widely used nonsteroidal anti-inflammatory drug, exhibits low aqueous solubility and polymorphic behavior, which can compromise its bioavailability and pharmaceutical performance. This study investigated the structural, electronic, and supramolecular properties of two polymorphic forms of IBU and assessed their influence on the development and performance of emulsion-based delivery systems. The solid-state description included Hirshfeld surface analysis and the quantum theory of atoms in molecules complemented by density functional theory and electronic reactivity descriptors. Two formulations, an emulsion (EM-IBU) and a nanoemulsion (NE-IBU), were prepared and characterized by droplet size, polydispersity index, zeta potential, density, and drug content via mass spectrometry. Compared to EM-IBU, NE-IBU exhibited a considerably smaller particle size (31.3 ± 0.3 nm vs 235.4 ± 4.3 nm), a lower polydispersity index (0.23 vs 0.16), a more negative zeta potential (-25.8 vs -22.1 mV), and a higher density (0.989 vs 0.967 g cm<sup>-3</sup>). These quantitative results demonstrate superior colloidal stability and a wider pH stability range for NE-IBU, confirming its physicochemical robustness and pharmaceutical potential for hydrophobic drug delivery.

ACS OmegaVol. 11(9)
Universidade Estadual de Goiás (BR), Fundación Biodiversidad (ES), Instituto de Ciencias Tecnológicas (CL), Pontifícia Universidade Católica de Goiás (BR), Universidade Federal de Goiás (BR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Openalex Percentile: Top 44%
Drug Solubulity and Delivery Systems
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