Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.

The transport and accumulation of anticancer nanodrugs in tumor tissues are affected by many factors including particle properties, vascular density and leakiness, and interstitial diffusivity. It is important to understand the effects of these factors on the detailed drug distribution in the entire...

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Main Authors: Cheng-Ying Chou, Chih-Kang Huang, Kuo-Wei Lu, Tzyy-Leng Horng, Win-Li Lin
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3615073?pdf=render
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spelling doaj-98e77854db5f4b90af0f8666da1e44eb2020-11-25T01:42:24ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0184e5913510.1371/journal.pone.0059135Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.Cheng-Ying ChouChih-Kang HuangKuo-Wei LuTzyy-Leng HorngWin-Li LinThe transport and accumulation of anticancer nanodrugs in tumor tissues are affected by many factors including particle properties, vascular density and leakiness, and interstitial diffusivity. It is important to understand the effects of these factors on the detailed drug distribution in the entire tumor for an effective treatment. In this study, we developed a small-scale mathematical model to systematically study the spatiotemporal responses and accumulative exposures of macromolecular carriers in localized tumor tissues. We chose various dextrans as model carriers and studied the effects of vascular density, permeability, diffusivity, and half-life of dextrans on their spatiotemporal concentration responses and accumulative exposure distribution to tumor cells. The relevant biological parameters were obtained from experimental results previously reported by the Dreher group. The area under concentration-time response curve (AUC) quantified the extent of tissue exposure to a drug and therefore was considered more reliable in assessing the extent of the overall drug exposure than individual concentrations. The results showed that 1) a small macromolecule can penetrate deep into the tumor interstitium and produce a uniform but low spatial distribution of AUC; 2) large macromolecules produce high AUC in the perivascular region, but low AUC in the distal region away from vessels; 3) medium-sized macromolecules produce a relatively uniform and high AUC in the tumor interstitium between two vessels; 4) enhancement of permeability can elevate the level of AUC, but have little effect on its uniformity while enhancement of diffusivity is able to raise the level of AUC and improve its uniformity; 5) a longer half-life can produce a deeper penetration and a higher level of AUC distribution. The numerical results indicate that a long half-life carrier in plasma and a high interstitial diffusivity are the key factors to produce a high and relatively uniform spatial AUC distribution in the interstitium.http://europepmc.org/articles/PMC3615073?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Cheng-Ying Chou
Chih-Kang Huang
Kuo-Wei Lu
Tzyy-Leng Horng
Win-Li Lin
spellingShingle Cheng-Ying Chou
Chih-Kang Huang
Kuo-Wei Lu
Tzyy-Leng Horng
Win-Li Lin
Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.
PLoS ONE
author_facet Cheng-Ying Chou
Chih-Kang Huang
Kuo-Wei Lu
Tzyy-Leng Horng
Win-Li Lin
author_sort Cheng-Ying Chou
title Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.
title_short Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.
title_full Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.
title_fullStr Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.
title_full_unstemmed Investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.
title_sort investigation of the spatiotemporal responses of nanoparticles in tumor tissues with a small-scale mathematical model.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description The transport and accumulation of anticancer nanodrugs in tumor tissues are affected by many factors including particle properties, vascular density and leakiness, and interstitial diffusivity. It is important to understand the effects of these factors on the detailed drug distribution in the entire tumor for an effective treatment. In this study, we developed a small-scale mathematical model to systematically study the spatiotemporal responses and accumulative exposures of macromolecular carriers in localized tumor tissues. We chose various dextrans as model carriers and studied the effects of vascular density, permeability, diffusivity, and half-life of dextrans on their spatiotemporal concentration responses and accumulative exposure distribution to tumor cells. The relevant biological parameters were obtained from experimental results previously reported by the Dreher group. The area under concentration-time response curve (AUC) quantified the extent of tissue exposure to a drug and therefore was considered more reliable in assessing the extent of the overall drug exposure than individual concentrations. The results showed that 1) a small macromolecule can penetrate deep into the tumor interstitium and produce a uniform but low spatial distribution of AUC; 2) large macromolecules produce high AUC in the perivascular region, but low AUC in the distal region away from vessels; 3) medium-sized macromolecules produce a relatively uniform and high AUC in the tumor interstitium between two vessels; 4) enhancement of permeability can elevate the level of AUC, but have little effect on its uniformity while enhancement of diffusivity is able to raise the level of AUC and improve its uniformity; 5) a longer half-life can produce a deeper penetration and a higher level of AUC distribution. The numerical results indicate that a long half-life carrier in plasma and a high interstitial diffusivity are the key factors to produce a high and relatively uniform spatial AUC distribution in the interstitium.
url http://europepmc.org/articles/PMC3615073?pdf=render
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