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

被引:10
作者
Miller, Hunter A. [1 ]
Frieboes, Hermann B. [1 ,2 ,3 ,4 ]
机构
[1] Univ Louisville, Dept Pharmacol & Toxicol, Louisville, KY 40292 USA
[2] Univ Louisville, Dept Bioengn, Lutz Hall 419, Louisville, KY 40292 USA
[3] Univ Louisville, James Graham Brown Canc Ctr, Louisville, KY 40292 USA
[4] Univ Louisville, Ctr Predict Med, Louisville, KY 40292 USA
基金
美国国家卫生研究院;
关键词
cancer nanotherapy; cancer simulation; mathematical modeling; PLGA nanoparticles; tumor heterogeneity; INTERSTITIAL PRESSURE; NONLINEAR SIMULATION; IN-VITRO; AGGREGATION; PACLITAXEL; BLOOD; PHARMACOKINETICS; TRANSPORT; ACCUMULATION; NANOVECTORS;
D O I
10.1007/s11095-019-2721-5
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
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.
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页数:15
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共 52 条
  • [1] PLGA-mPEG nanoparticles of cisplatin: in vitro nanoparticle degradation, in vitro drug release and in Vivo drug residence in blood properties
    Avgoustakis, K
    Beletsi, A
    Panagi, Z
    Klepetsanis, P
    Karydas, AG
    Ithakissios, DS
    [J]. JOURNAL OF CONTROLLED RELEASE, 2002, 79 (1-3) : 123 - 135
  • [2] Pharmacokinetic/pharmacodynamic modelling of intracellular gemcitabine triphosphate accumulation: translating in vitro to in vivo
    Battaglia, M. A., Jr.
    Parker, R. S.
    [J]. IET SYSTEMS BIOLOGY, 2011, 5 (01) : 34 - 43
  • [3] SALT-INDUCED FAST AGGREGATION OF POLYSTYRENE LATEX
    CARPINETI, M
    FERRI, F
    GIGLIO, M
    PAGANINI, E
    PERINI, U
    [J]. PHYSICAL REVIEW A, 1990, 42 (12): : 7347 - 7354
  • [4] Design Optimization of Tumor Vasculature-Bound Nanoparticles
    Chamseddine, Ibrahim M.
    Frieboes, Hermann B.
    Kokkolaras, Michael
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [5] Albumin-bound nanoparticle (nab) paclitaxel exhibits enhanced paclitaxel tissue distribution and tumor penetration
    Chen, Nianhang
    Brachmann, Carrie
    Liu, Xiping
    Pierce, Daniel W.
    Dey, Joyoti
    Kerwin, William S.
    Li, Yan
    Zhou, Simon
    Hou, Shihe
    Carleton, Michael
    Klinghoffer, Richard A.
    Palmisano, Maria
    Chopra, Rajesh
    [J]. CANCER CHEMOTHERAPY AND PHARMACOLOGY, 2015, 76 (04) : 699 - 712
  • [6] Controlled Surface Modification with Poly(ethylene)glycol Enhances Diffusion of PLGA Nanoparticles in Human Cervical Mucus
    Cu, Yen
    Saltzman, W. Mark
    [J]. MOLECULAR PHARMACEUTICS, 2009, 6 (01) : 173 - 181
  • [7] Pharmacokinetic/pharmacodynamic modeling of combination-chemotherapy for lung cancer
    Curtis, Louis T.
    van Berkel, Victor H.
    Frieboes, Hermann B.
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2018, 448 : 38 - 52
  • [8] An interdisciplinary computational/experimental approach to evaluate drug-loaded gold nanoparticle tumor cytotoxicity
    Curtis, Louis T.
    England, Christopher G.
    Wu, Min
    Lowengrub, John
    Frieboes, Hermann B.
    [J]. NANOMEDICINE, 2016, 11 (03) : 197 - 216
  • [9] Computational Modeling of Tumor Response to Drug Release from Vasculature-Bound Nanoparticles
    Curtis, Louis T.
    Wu, Min
    Lowengrub, John
    Decuzzi, Paolo
    Frieboes, Hermann B.
    [J]. PLOS ONE, 2015, 10 (12):
  • [10] Intravascular Delivery of Particulate Systems: Does Geometry Really Matter?
    Decuzzi, Paolo
    Pasqualini, Renata
    Arap, Wadih
    Ferrari, Mauro
    [J]. PHARMACEUTICAL RESEARCH, 2009, 26 (01) : 235 - 243