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Characterization of the Shells in Layer-By-Layer Nanofunctionalized Particles: A Computational Study

Lookup NU author(s): Tom Wareing, Dr Liam Desmond, Professor Anh Phan, Dr Piergiorgio GentileORCiD



This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).


Copyright © 2022 Barchiesi, Wareing, Desmond, Phan, Gentile and Pontrelli. Drug delivery carriers are considered an encouraging approach for the localized treatment of disease with minimum effect on the surrounding tissue. Particularly, layer-by-layer releasing particles have gained increasing interest for their ability to develop multifunctional systems able to control the release of one or more therapeutical drugs and biomolecules. Although experimental methods can offer the opportunity to establish cause and effect relationships, the data collection can be excessively expensive or/and time-consuming. For a better understanding of the impact of different design conditions on the drug-kinetics and release profile, properly designed mathematical models can be greatly beneficial. In this work, we develop a continuum-scale mathematical model to evaluate the transport and release of a drug from a microparticle based on an inner core covered by a polymeric shell. The present mathematical model includes the dissolution and diffusion of the drug and accounts for a mechanism that takes into consideration the drug biomolecules entrapped into the polymeric shell. We test a sensitivity analysis to evaluate the influence of changing the model conditions on the total system behavior. To prove the effectiveness of this proposed model, we consider the specific application of antibacterial treatment and calibrate the model against the data of the release profile for an antibiotic drug, metronidazole. The results of the numerical simulation show that ∼85% of the drug is released in 230 h, and its release is characterized by two regimes where the drug dissolves, diffuses, and travels the external shell layer at a shorter time, while the drug is released from the shell to the surrounding medium at a longer time. Within the sensitivity analysis, the outer layer diffusivity is more significant than the value of diffusivity in the core, and the increase of the dissolution parameters causes an initial burst release of the drug. Finally, changing the shape of the particle to an ellipse produces an increased percentage of drugs released with an unchanged release time.

Publication metadata

Author(s): Barchiesi E, Wareing T, Desmond L, Phan AN, Gentile P, Pontrelli G

Publication type: Article

Publication status: Published

Journal: Frontiers in Bioengineering and Biotechnology

Year: 2022

Volume: 10

Online publication date: 30/06/2022

Acceptance date: 09/05/2022

Date deposited: 29/07/2022

ISSN (electronic): 2296-4185

Publisher: Frontiers Media SA


DOI: 10.3389/fbioe.2022.888944


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