Optimization of Drug Delivery by Drug-Eluting Stents
Drug-eluting stents (DES), which release anti-proliferative drugs into the arterial wall in a controlled manner, have drastically reduced the rate of in-stent restenosis and revolutionized the treatment of atherosclerosis. However, late stent thrombosis remains a safety concern in DES, mainly due to...
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description | Drug-eluting stents (DES), which release anti-proliferative drugs into the arterial wall in a controlled manner, have drastically reduced the rate of in-stent restenosis and revolutionized the treatment of atherosclerosis. However, late stent thrombosis remains a safety concern in DES, mainly due to delayed healing of the endothelial wound inflicted during DES implantation. We present a framework to optimize DES design such that restenosis is inhibited without affecting the endothelial healing process. To this end, we have developed a computational model of fluid flow and drug transport in stented arteries and have used this model to establish a metric for quantifying DES performance. The model takes into account the multi-layered structure of the arterial wall and incorporates a reversible binding model to describe drug interaction with the cells of the arterial wall. The model is coupled to a novel optimization algorithm that allows identification of optimal DES designs. We show that optimizing the period of drug release from DES and the initial drug concentration within the coating has a drastic effect on DES performance. Paclitaxel-eluting stents perform optimally by releasing their drug either very rapidly (within a few hours) or very slowly (over periods of several months up to one year) at concentrations considerably lower than current DES. In contrast, sirolimus-eluting stents perform optimally only when drug release is slow. The results offer explanations for recent trends in the development of DES and demonstrate the potential for large improvements in DES design relative to the current state of commercial devices. |
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K.</contributor><creatorcontrib>Bozsak, Franz ; Gonzalez-Rodriguez, David ; Sternberger, Zachary ; Belitz, Paul ; Bewley, Thomas ; Chomaz, Jean-Marc ; Barakat, Abdul I ; Mofrad, Mohammad R. K.</creatorcontrib><description>Drug-eluting stents (DES), which release anti-proliferative drugs into the arterial wall in a controlled manner, have drastically reduced the rate of in-stent restenosis and revolutionized the treatment of atherosclerosis. However, late stent thrombosis remains a safety concern in DES, mainly due to delayed healing of the endothelial wound inflicted during DES implantation. We present a framework to optimize DES design such that restenosis is inhibited without affecting the endothelial healing process. To this end, we have developed a computational model of fluid flow and drug transport in stented arteries and have used this model to establish a metric for quantifying DES performance. The model takes into account the multi-layered structure of the arterial wall and incorporates a reversible binding model to describe drug interaction with the cells of the arterial wall. The model is coupled to a novel optimization algorithm that allows identification of optimal DES designs. We show that optimizing the period of drug release from DES and the initial drug concentration within the coating has a drastic effect on DES performance. Paclitaxel-eluting stents perform optimally by releasing their drug either very rapidly (within a few hours) or very slowly (over periods of several months up to one year) at concentrations considerably lower than current DES. In contrast, sirolimus-eluting stents perform optimally only when drug release is slow. The results offer explanations for recent trends in the development of DES and demonstrate the potential for large improvements in DES design relative to the current state of commercial devices.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/JOURNAL.PONE.0130182</identifier><identifier>PMID: 26083626</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Algorithms ; Analysis ; Arteries ; Arteriosclerosis ; Atherosclerosis ; Atherosclerosis - metabolism ; Atherosclerosis - physiopathology ; Biological Transport ; Cardiology ; Coating effects ; Computational fluid dynamics ; Computer applications ; Constriction, Pathologic - etiology ; Coupled walls ; Design optimization ; Drug delivery ; Drug delivery systems ; Drug Delivery Systems - adverse effects ; Drug Delivery Systems - methods ; Drug interaction ; Drug interactions ; Drug-Eluting Stents - adverse effects ; Drugs ; Endothelium ; Endothelium, Vascular - metabolism ; Fluid flow ; Fluid mechanics ; Implantation ; Implants ; Mechanics ; Models, Biological ; Multilayers ; Optimization ; Optimization theory ; Paclitaxel ; Paclitaxel - administration & dosage ; Paclitaxel - metabolism ; Physics ; Polymers ; Prosthesis Design - methods ; Rapamycin ; Restenosis ; Robotics ; Safety engineering ; Sirolimus ; Smooth muscle ; Stents ; Surgical implants ; Thromboembolism ; Thrombosis ; Tunica Media - metabolism ; Tunica Media - physiopathology ; Wound Healing</subject><ispartof>PloS one, 2015-06, Vol.10 (6), p.e0130182-e0130182, Article e0130182</ispartof><rights>COPYRIGHT 2015 Public Library of Science</rights><rights>2015 Bozsak et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><rights>2015 Bozsak et al 2015 Bozsak et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c777t-60cc9942ce302c34c354b1ba7fb6ccc2373f1e8414296bd0219fd6a5d553b2f13</citedby><cites>FETCH-LOGICAL-c777t-60cc9942ce302c34c354b1ba7fb6ccc2373f1e8414296bd0219fd6a5d553b2f13</cites><orcidid>0000-0002-0477-0761 ; 0000-0001-6152-2222</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4470631/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4470631/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2101,2927,23865,27923,27924,53790,53792,79471,79472</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26083626$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://polytechnique.hal.science/hal-01180322$$DView record in HAL$$Hfree_for_read</backlink></links><search><contributor>Mofrad, Mohammad R. K.</contributor><creatorcontrib>Bozsak, Franz</creatorcontrib><creatorcontrib>Gonzalez-Rodriguez, David</creatorcontrib><creatorcontrib>Sternberger, Zachary</creatorcontrib><creatorcontrib>Belitz, Paul</creatorcontrib><creatorcontrib>Bewley, Thomas</creatorcontrib><creatorcontrib>Chomaz, Jean-Marc</creatorcontrib><creatorcontrib>Barakat, Abdul I</creatorcontrib><title>Optimization of Drug Delivery by Drug-Eluting Stents</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Drug-eluting stents (DES), which release anti-proliferative drugs into the arterial wall in a controlled manner, have drastically reduced the rate of in-stent restenosis and revolutionized the treatment of atherosclerosis. However, late stent thrombosis remains a safety concern in DES, mainly due to delayed healing of the endothelial wound inflicted during DES implantation. We present a framework to optimize DES design such that restenosis is inhibited without affecting the endothelial healing process. To this end, we have developed a computational model of fluid flow and drug transport in stented arteries and have used this model to establish a metric for quantifying DES performance. The model takes into account the multi-layered structure of the arterial wall and incorporates a reversible binding model to describe drug interaction with the cells of the arterial wall. The model is coupled to a novel optimization algorithm that allows identification of optimal DES designs. We show that optimizing the period of drug release from DES and the initial drug concentration within the coating has a drastic effect on DES performance. Paclitaxel-eluting stents perform optimally by releasing their drug either very rapidly (within a few hours) or very slowly (over periods of several months up to one year) at concentrations considerably lower than current DES. In contrast, sirolimus-eluting stents perform optimally only when drug release is slow. The results offer explanations for recent trends in the development of DES and demonstrate the potential for large improvements in DES design relative to the current state of commercial devices.</description><subject>Algorithms</subject><subject>Analysis</subject><subject>Arteries</subject><subject>Arteriosclerosis</subject><subject>Atherosclerosis</subject><subject>Atherosclerosis - metabolism</subject><subject>Atherosclerosis - physiopathology</subject><subject>Biological Transport</subject><subject>Cardiology</subject><subject>Coating effects</subject><subject>Computational fluid dynamics</subject><subject>Computer applications</subject><subject>Constriction, Pathologic - etiology</subject><subject>Coupled walls</subject><subject>Design optimization</subject><subject>Drug delivery</subject><subject>Drug delivery systems</subject><subject>Drug Delivery Systems - adverse effects</subject><subject>Drug Delivery Systems - methods</subject><subject>Drug interaction</subject><subject>Drug interactions</subject><subject>Drug-Eluting Stents - adverse effects</subject><subject>Drugs</subject><subject>Endothelium</subject><subject>Endothelium, Vascular - metabolism</subject><subject>Fluid flow</subject><subject>Fluid mechanics</subject><subject>Implantation</subject><subject>Implants</subject><subject>Mechanics</subject><subject>Models, Biological</subject><subject>Multilayers</subject><subject>Optimization</subject><subject>Optimization theory</subject><subject>Paclitaxel</subject><subject>Paclitaxel - administration & dosage</subject><subject>Paclitaxel - metabolism</subject><subject>Physics</subject><subject>Polymers</subject><subject>Prosthesis Design - methods</subject><subject>Rapamycin</subject><subject>Restenosis</subject><subject>Robotics</subject><subject>Safety engineering</subject><subject>Sirolimus</subject><subject>Smooth muscle</subject><subject>Stents</subject><subject>Surgical implants</subject><subject>Thromboembolism</subject><subject>Thrombosis</subject><subject>Tunica Media - metabolism</subject><subject>Tunica Media - 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K.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimization of Drug Delivery by Drug-Eluting Stents</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2015-06-17</date><risdate>2015</risdate><volume>10</volume><issue>6</issue><spage>e0130182</spage><epage>e0130182</epage><pages>e0130182-e0130182</pages><artnum>e0130182</artnum><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Drug-eluting stents (DES), which release anti-proliferative drugs into the arterial wall in a controlled manner, have drastically reduced the rate of in-stent restenosis and revolutionized the treatment of atherosclerosis. However, late stent thrombosis remains a safety concern in DES, mainly due to delayed healing of the endothelial wound inflicted during DES implantation. We present a framework to optimize DES design such that restenosis is inhibited without affecting the endothelial healing process. To this end, we have developed a computational model of fluid flow and drug transport in stented arteries and have used this model to establish a metric for quantifying DES performance. The model takes into account the multi-layered structure of the arterial wall and incorporates a reversible binding model to describe drug interaction with the cells of the arterial wall. The model is coupled to a novel optimization algorithm that allows identification of optimal DES designs. We show that optimizing the period of drug release from DES and the initial drug concentration within the coating has a drastic effect on DES performance. Paclitaxel-eluting stents perform optimally by releasing their drug either very rapidly (within a few hours) or very slowly (over periods of several months up to one year) at concentrations considerably lower than current DES. In contrast, sirolimus-eluting stents perform optimally only when drug release is slow. The results offer explanations for recent trends in the development of DES and demonstrate the potential for large improvements in DES design relative to the current state of commercial devices.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>26083626</pmid><doi>10.1371/JOURNAL.PONE.0130182</doi><orcidid>https://orcid.org/0000-0002-0477-0761</orcidid><orcidid>https://orcid.org/0000-0001-6152-2222</orcidid><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; DOAJ Directory of Open Access Journals; Public Library of Science (PLoS); EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Algorithms Analysis Arteries Arteriosclerosis Atherosclerosis Atherosclerosis - metabolism Atherosclerosis - physiopathology Biological Transport Cardiology Coating effects Computational fluid dynamics Computer applications Constriction, Pathologic - etiology Coupled walls Design optimization Drug delivery Drug delivery systems Drug Delivery Systems - adverse effects Drug Delivery Systems - methods Drug interaction Drug interactions Drug-Eluting Stents - adverse effects Drugs Endothelium Endothelium, Vascular - metabolism Fluid flow Fluid mechanics Implantation Implants Mechanics Models, Biological Multilayers Optimization Optimization theory Paclitaxel Paclitaxel - administration & dosage Paclitaxel - metabolism Physics Polymers Prosthesis Design - methods Rapamycin Restenosis Robotics Safety engineering Sirolimus Smooth muscle Stents Surgical implants Thromboembolism Thrombosis Tunica Media - metabolism Tunica Media - physiopathology Wound Healing |
title | Optimization of Drug Delivery by Drug-Eluting Stents |
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