Integrating molecular modeling and nanoemulsion characterization for ibuprofen
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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−3).
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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AGUIAR, Antônio S. N. et al. Integrating molecular modeling and nanoemulsion characterization for ibuprofen. ACS Omega, Washington, v. 11, n. 9, p. 14456-14468, 2026. DOI: 10.1021/acsomega.5c09579. Disponível em: https://pubs.acs.org/acsodf/article/11/9/14456/5078844/Integrating-Molecular-Modeling-and-Nanoemulsion. Acesso em: 2 ago. 2026.