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A statistical mechanical model for drug release: Investigations on size and porosity dependence
A lattice gas model is proposed for investigating the release of drug molecules in capsules covered with semi-permeable membranes. Release patterns in one and two dimensional systems are obtained with Monte Carlo simulations and adjusted to the semi-empirical Weibull distribution function. An analyt...
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Published in: | Physica A 2016-10, Vol.460, p.29-37 |
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container_title | Physica A |
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creator | Gomes Filho, Márcio Sampaio Oliveira, Fernando Albuquerque Barbosa, Marco Aurélio Alves |
description | A lattice gas model is proposed for investigating the release of drug molecules in capsules covered with semi-permeable membranes. Release patterns in one and two dimensional systems are obtained with Monte Carlo simulations and adjusted to the semi-empirical Weibull distribution function. An analytical solution to the diffusion equation is used to complement and guide simulations in one dimension. Size and porosity dependence analysis was made on the two semi-empirical parameters of the Weibull function, which are related to characteristic time and release mechanism, and our results indicate that a simple scaling law occurs only for systems with almost impermeable membranes, represented in our model by capsules with a single leaking site. |
doi_str_mv | 10.1016/j.physa.2016.04.040 |
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Release patterns in one and two dimensional systems are obtained with Monte Carlo simulations and adjusted to the semi-empirical Weibull distribution function. An analytical solution to the diffusion equation is used to complement and guide simulations in one dimension. Size and porosity dependence analysis was made on the two semi-empirical parameters of the Weibull function, which are related to characteristic time and release mechanism, and our results indicate that a simple scaling law occurs only for systems with almost impermeable membranes, represented in our model by capsules with a single leaking site.</description><subject>Complement</subject><subject>Computer simulation</subject><subject>Diffusion</subject><subject>Drug release</subject><subject>Lattice model</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Membranes</subject><subject>Porosity</subject><subject>Statistical mechanics</subject><subject>Weibull function</subject><issn>0378-4371</issn><issn>1873-2119</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNp9UMtKAzEUDaJgrX6BmyzdzJjHPDKCiyI-CgU3ug6Z5E6bMk3GZFqoX2_quBYu3Nc5l3sOQreU5JTQ6n6bD5tjVDlLTU6KFOQMzaioecYobc7RjPBaZAWv6SW6inFLCKE1ZzMkFziOarRxtFr1eAd6o9xUegM97nzAJuzXOEAPKsIDXroDJPQ6kbyL2Dsc7Tdg5QwefPDRjkdsYABnwGm4Rhed6iPc_OU5-nx5_nh6y1bvr8unxSrTnFdjxivVsco0FStKQRi0vKmauhQUakFMAzVptahMq1vTdmXbgk47WnKAwog04XN0N90dgv_apwflzkYNfa8c-H2UVLCyLCkvWILyCarTtzFAJ4dgdyocJSXyZKfcyl875clOSYoUJLEeJxYkFQcLQUZtTwqNDaBHabz9l_8DKSGA3g</recordid><startdate>20161015</startdate><enddate>20161015</enddate><creator>Gomes Filho, Márcio Sampaio</creator><creator>Oliveira, Fernando Albuquerque</creator><creator>Barbosa, Marco Aurélio Alves</creator><general>Elsevier B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>7U5</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>20161015</creationdate><title>A statistical mechanical model for drug release: Investigations on size and porosity dependence</title><author>Gomes Filho, Márcio Sampaio ; Oliveira, Fernando Albuquerque ; Barbosa, Marco Aurélio Alves</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c336t-36af26d96245802eb39697581e780d9e70bc86dbcbdbf5bbec581153ee4d8bf53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Complement</topic><topic>Computer simulation</topic><topic>Diffusion</topic><topic>Drug release</topic><topic>Lattice model</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Membranes</topic><topic>Porosity</topic><topic>Statistical mechanics</topic><topic>Weibull function</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gomes Filho, Márcio Sampaio</creatorcontrib><creatorcontrib>Oliveira, Fernando Albuquerque</creatorcontrib><creatorcontrib>Barbosa, Marco Aurélio Alves</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Physica A</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gomes Filho, Márcio Sampaio</au><au>Oliveira, Fernando Albuquerque</au><au>Barbosa, Marco Aurélio Alves</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A statistical mechanical model for drug release: Investigations on size and porosity dependence</atitle><jtitle>Physica A</jtitle><date>2016-10-15</date><risdate>2016</risdate><volume>460</volume><spage>29</spage><epage>37</epage><pages>29-37</pages><issn>0378-4371</issn><eissn>1873-2119</eissn><abstract>A lattice gas model is proposed for investigating the release of drug molecules in capsules covered with semi-permeable membranes. Release patterns in one and two dimensional systems are obtained with Monte Carlo simulations and adjusted to the semi-empirical Weibull distribution function. An analytical solution to the diffusion equation is used to complement and guide simulations in one dimension. Size and porosity dependence analysis was made on the two semi-empirical parameters of the Weibull function, which are related to characteristic time and release mechanism, and our results indicate that a simple scaling law occurs only for systems with almost impermeable membranes, represented in our model by capsules with a single leaking site.</abstract><pub>Elsevier B.V</pub><doi>10.1016/j.physa.2016.04.040</doi><tpages>9</tpages></addata></record> |
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subjects | Complement Computer simulation Diffusion Drug release Lattice model Mathematical analysis Mathematical models Membranes Porosity Statistical mechanics Weibull function |
title | A statistical mechanical model for drug release: Investigations on size and porosity dependence |
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