Literature DB >> 31773287

Pharmacokinetic/Pharmacodynamics Modeling of Drug-Loaded PLGA Nanoparticles Targeting Heterogeneously Vascularized Tumor Tissue.

Hunter A Miller1, Hermann B Frieboes2,3,4,5.   

Abstract

PURPOSE: Nanoparticle-mediated drug delivery and efficacy for cancer applications depends on systemic as well as local microenvironment characteristics. Here, a novel coupling of a nanoparticle (NP) kinetic model with a drug pharmacokinetic/pharmacodynamics model evaluates efficacy of cisplatin-loaded poly lactic-co-glycolic acid (PLGA) NPs in heterogeneously vascularized tumor tissue.
METHODS: Tumor lesions are modeled with various levels of vascular heterogeneity, as would be encountered with different types of tumors. The magnitude of the extracellular to cytosolic NP transport is varied to assess tumor-dependent cellular uptake. NP aggregation is simulated to evaluate its effects on drug distribution and tumor response.
RESULTS: Cisplatin-loaded PLGA NPs are most effective in decreasing tumor size in the case of high vascular-induced heterogeneity, a high NP cytosolic transfer coefficient, and no NP aggregation. Depending on the level of tissue heterogeneity, NP cytosolic transfer and drug half-life, NP aggregation yielding only extracellular drug release could be more effective than unaggregated NPs uptaken by cells and releasing drug both extra- and intra-cellularly.
CONCLUSIONS: Model-based customization of PLGA NP and drug design parameters, including cellular uptake and aggregation, tailored to patient tumor tissue characteristics such as proportion of viable tissue and vascular heterogeneity, could help optimize the NP-mediated tumor drug response.

Entities:  

Keywords:  PLGA nanoparticles; cancer nanotherapy; cancer simulation; mathematical modeling; tumor heterogeneity

Mesh:

Substances:

Year:  2019        PMID: 31773287      PMCID: PMC7384478          DOI: 10.1007/s11095-019-2721-5

Source DB:  PubMed          Journal:  Pharm Res        ISSN: 0724-8741            Impact factor:   4.200


  45 in total

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Authors:  Paolo Decuzzi; Renata Pasqualini; Wadih Arap; Mauro Ferrari
Journal:  Pharm Res       Date:  2008-08-20       Impact factor: 4.200

2.  Modeling coupled nanoparticle aggregation and transport in porous media: a Lagrangian approach.

Authors:  Amir Taghavy; Kurt D Pennell; Linda M Abriola
Journal:  J Contam Hydrol       Date:  2014-11-06       Impact factor: 3.188

3.  Treatment paradigms for patients with metastatic non-small-cell lung cancer: first-, second-, and third-line.

Authors:  N B Leighl
Journal:  Curr Oncol       Date:  2012-06       Impact factor: 3.677

Review 4.  Drug penetration in solid tumours.

Authors:  Andrew I Minchinton; Ian F Tannock
Journal:  Nat Rev Cancer       Date:  2006-08       Impact factor: 60.716

5.  The effect of interstitial pressure on tumor growth: coupling with the blood and lymphatic vascular systems.

Authors:  Min Wu; Hermann B Frieboes; Steven R McDougall; Mark A J Chaplain; Vittorio Cristini; John Lowengrub
Journal:  J Theor Biol       Date:  2012-12-07       Impact factor: 2.691

6.  Predicting drug pharmacokinetics and effect in vascularized tumors using computer simulation.

Authors:  John P Sinek; Sandeep Sanga; Xiaoming Zheng; Hermann B Frieboes; Mauro Ferrari; Vittorio Cristini
Journal:  J Math Biol       Date:  2008-09-10       Impact factor: 2.259

7.  Predictive models of diffusive nanoparticle transport in 3-dimensional tumor cell spheroids.

Authors:  Yue Gao; Mingguang Li; Bin Chen; Zancong Shen; Peng Guo; M Guillaume Wientjes; Jessie L-S Au
Journal:  AAPS J       Date:  2013-04-20       Impact factor: 4.009

8.  Extravascular diffusion in normal and neoplastic tissues.

Authors:  L J Nugent; R K Jain
Journal:  Cancer Res       Date:  1984-01       Impact factor: 12.701

9.  Pharmacokinetic/pharmacodynamic modeling of combination-chemotherapy for lung cancer.

Authors:  Louis T Curtis; Victor H van Berkel; Hermann B Frieboes
Journal:  J Theor Biol       Date:  2018-04-01       Impact factor: 2.691

10.  Enhanced performance of macrophage-encapsulated nanoparticle albumin-bound-paclitaxel in hypo-perfused cancer lesions.

Authors:  Fransisca Leonard; Louis T Curtis; Pooja Yesantharao; Tomonori Tanei; Jenolyn F Alexander; Min Wu; John Lowengrub; Xuewu Liu; Mauro Ferrari; Kenji Yokoi; Hermann B Frieboes; Biana Godin
Journal:  Nanoscale       Date:  2016-01-28       Impact factor: 7.790

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  2 in total

1.  Modeling of Tumor Growth with Input from Patient-Specific Metabolomic Data.

Authors:  Hunter A Miller; John Lowengrub; Hermann B Frieboes
Journal:  Ann Biomed Eng       Date:  2022-01-26       Impact factor: 3.934

2.  Evaluation of Lung Cancer Patient Response to First-Line Chemotherapy by Integration of Tumor Core Biopsy Metabolomics with Multiscale Modeling.

Authors:  Hunter A Miller; Donald M Miller; Victor H van Berkel; Hermann B Frieboes
Journal:  Ann Biomed Eng       Date:  2022-10-12       Impact factor: 4.219

  2 in total

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