Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug delivery

A rational design of drug nanocarriers supported by in silico modelling tools can improve the efficacy of nanosystem-based intravascular drug delivery (IVDD). Computational model development stems from the vision of replacing conventional (pre)clinical trials with advanced simulations and applies to...

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Main Authors: Nicolae-Viorel Buchete, Iwona Cicha, Sutapa Dutta, Panagiotis Neofytou
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Drug Delivery
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fddev.2024.1362660/full
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author Nicolae-Viorel Buchete
Nicolae-Viorel Buchete
Iwona Cicha
Sutapa Dutta
Sutapa Dutta
Panagiotis Neofytou
author_facet Nicolae-Viorel Buchete
Nicolae-Viorel Buchete
Iwona Cicha
Sutapa Dutta
Sutapa Dutta
Panagiotis Neofytou
author_sort Nicolae-Viorel Buchete
collection DOAJ
description A rational design of drug nanocarriers supported by in silico modelling tools can improve the efficacy of nanosystem-based intravascular drug delivery (IVDD). Computational model development stems from the vision of replacing conventional (pre)clinical trials with advanced simulations and applies to the development of more efficient nanocarriers for intravascular therapies. To establish a standardized framework for in silico preclinical trials, it is necessary to include in silico tools that can model each experimental stage of a preclinical trial for a respective nanocarrier system and give accurate and verifiable results. This review paper highlights the status of intravascular drug delivery supported by nanocarriers and discusses the modelling stages of a physics-based multiscale modelling framework that should be developed, validated and exploited to address the need for an effective preclinical assessment of nanocarriers for IVDD.
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spelling doaj.art-ed21a9d02103450793f3ee4acc8d14732024-03-04T04:51:49ZengFrontiers Media S.A.Frontiers in Drug Delivery2674-08502024-03-01410.3389/fddev.2024.13626601362660Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug deliveryNicolae-Viorel Buchete0Nicolae-Viorel Buchete1Iwona Cicha2Sutapa Dutta3Sutapa Dutta4Panagiotis Neofytou5School of Physics, University College Dublin, Dublin, IrelandInstitute for Discovery, University College Dublin, Dublin, IrelandENT-Department, Section of Experimental Oncology und Nanomedicine (SEON), Universitätsklinikum Erlangen, Erlangen, GermanySchool of Physics, University College Dublin, Dublin, IrelandInstitute for Discovery, University College Dublin, Dublin, IrelandThermal Hydraulics and Multiphase Flow Laboratory, Institute of Nuclear & Radiology Sciences and Technology, Energy & Safety, National Centre for Scientific Research “Demokritos”, Athens, GreeceA rational design of drug nanocarriers supported by in silico modelling tools can improve the efficacy of nanosystem-based intravascular drug delivery (IVDD). Computational model development stems from the vision of replacing conventional (pre)clinical trials with advanced simulations and applies to the development of more efficient nanocarriers for intravascular therapies. To establish a standardized framework for in silico preclinical trials, it is necessary to include in silico tools that can model each experimental stage of a preclinical trial for a respective nanocarrier system and give accurate and verifiable results. This review paper highlights the status of intravascular drug delivery supported by nanocarriers and discusses the modelling stages of a physics-based multiscale modelling framework that should be developed, validated and exploited to address the need for an effective preclinical assessment of nanocarriers for IVDD.https://www.frontiersin.org/articles/10.3389/fddev.2024.1362660/fulldrug delivery nanocarriersatomistic molecular modellingcoarse-grained molecular modelingnanoparticle protein coronafluid-nanocarrier interaction modellingcomputational fluid-particle dynamics
spellingShingle Nicolae-Viorel Buchete
Nicolae-Viorel Buchete
Iwona Cicha
Sutapa Dutta
Sutapa Dutta
Panagiotis Neofytou
Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug delivery
Frontiers in Drug Delivery
drug delivery nanocarriers
atomistic molecular modelling
coarse-grained molecular modeling
nanoparticle protein corona
fluid-nanocarrier interaction modelling
computational fluid-particle dynamics
title Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug delivery
title_full Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug delivery
title_fullStr Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug delivery
title_full_unstemmed Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug delivery
title_short Multiscale physics-based in silico modelling of nanocarrier-assisted intravascular drug delivery
title_sort multiscale physics based in silico modelling of nanocarrier assisted intravascular drug delivery
topic drug delivery nanocarriers
atomistic molecular modelling
coarse-grained molecular modeling
nanoparticle protein corona
fluid-nanocarrier interaction modelling
computational fluid-particle dynamics
url https://www.frontiersin.org/articles/10.3389/fddev.2024.1362660/full
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