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A validated predictive model of coronary fractional flow reserve
Myocardial fractional flow reserve (FFR), an important index of coronary stenosis, is measured by a pressure sensor guidewire. The determination of FFR, only based on the dimensions (lumen diameters and length) of stenosis and hyperaemic coronary flow with no other ad hoc parameters, is currently no...
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Published in: | Journal of the Royal Society interface 2012-06, Vol.9 (71), p.1325-1338 |
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description | Myocardial fractional flow reserve (FFR), an important index of coronary stenosis, is measured by a pressure sensor guidewire. The determination of FFR, only based on the dimensions (lumen diameters and length) of stenosis and hyperaemic coronary flow with no other ad hoc parameters, is currently not possible. We propose an analytical model derived from conservation of energy, which considers various energy losses along the length of a stenosis, i.e. convective and diffusive energy losses as well as energy loss due to sudden constriction and expansion in lumen area. In vitro (constrictions were created in isolated arteries using symmetric and asymmetric tubes as well as an inflatable occluder cuff) and in vivo (constrictions were induced in coronary arteries of eight swine by an occluder cuff) experiments were used to validate the proposed analytical model. The proposed model agreed well with the experimental measurements. A least-squares fit showed a linear relation as (Δp or FFR)experiment = a(Δp or FFR)theory + b, where a and b were 1.08 and −1.15 mmHg (r2 = 0.99) for in vitro Δp, 0.96 and 1.79 mmHg (r2 = 0.75) for in vivo Δp, and 0.85 and 0.1 (r2 = 0.7) for FFR. Flow pulsatility and stenosis shape (e.g. eccentricity, exit angle divergence, etc.) had a negligible effect on myocardial FFR, while the entrance effect in a coronary stenosis was found to contribute significantly to the pressure drop. We present a physics-based experimentally validated analytical model of coronary stenosis, which allows prediction of FFR based on stenosis dimensions and hyperaemic coronary flow with no empirical parameters. |
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The determination of FFR, only based on the dimensions (lumen diameters and length) of stenosis and hyperaemic coronary flow with no other ad hoc parameters, is currently not possible. We propose an analytical model derived from conservation of energy, which considers various energy losses along the length of a stenosis, i.e. convective and diffusive energy losses as well as energy loss due to sudden constriction and expansion in lumen area. In vitro (constrictions were created in isolated arteries using symmetric and asymmetric tubes as well as an inflatable occluder cuff) and in vivo (constrictions were induced in coronary arteries of eight swine by an occluder cuff) experiments were used to validate the proposed analytical model. The proposed model agreed well with the experimental measurements. A least-squares fit showed a linear relation as (Δp or FFR)experiment = a(Δp or FFR)theory + b, where a and b were 1.08 and −1.15 mmHg (r2 = 0.99) for in vitro Δp, 0.96 and 1.79 mmHg (r2 = 0.75) for in vivo Δp, and 0.85 and 0.1 (r2 = 0.7) for FFR. Flow pulsatility and stenosis shape (e.g. eccentricity, exit angle divergence, etc.) had a negligible effect on myocardial FFR, while the entrance effect in a coronary stenosis was found to contribute significantly to the pressure drop. We present a physics-based experimentally validated analytical model of coronary stenosis, which allows prediction of FFR based on stenosis dimensions and hyperaemic coronary flow with no empirical parameters.</description><identifier>ISSN: 1742-5689</identifier><identifier>EISSN: 1742-5662</identifier><identifier>DOI: 10.1098/rsif.2011.0605</identifier><identifier>PMID: 22112650</identifier><language>eng</language><publisher>England: The Royal Society</publisher><subject>Animals ; Bernoulli's Equation ; Blood Flow Velocity ; Blood Pressure ; Computer Simulation ; Coronary Artery Disease ; Coronary Circulation ; Coronary Stenosis - physiopathology ; Coronary Vessels - physiopathology ; Fractional Flow Reserve ; Fractional Flow Reserve, Myocardial ; Lesion ; Models, Cardiovascular ; Swine</subject><ispartof>Journal of the Royal Society interface, 2012-06, Vol.9 (71), p.1325-1338</ispartof><rights>This journal is © 2011 The Royal Society</rights><rights>This journal is © 2011 The Royal Society 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c472t-ac09e18c77d5681a9af5b2653dc580736f130dde394b9875d9f9d67523ba7b253</citedby><cites>FETCH-LOGICAL-c472t-ac09e18c77d5681a9af5b2653dc580736f130dde394b9875d9f9d67523ba7b253</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3350723/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3350723/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22112650$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Huo, Yunlong</creatorcontrib><creatorcontrib>Svendsen, Mark</creatorcontrib><creatorcontrib>Choy, Jenny Susana</creatorcontrib><creatorcontrib>Zhang, Z.-D.</creatorcontrib><creatorcontrib>Kassab, Ghassan S.</creatorcontrib><title>A validated predictive model of coronary fractional flow reserve</title><title>Journal of the Royal Society interface</title><addtitle>J. R. Soc. Interface</addtitle><addtitle>J. R. Soc. Interface</addtitle><description>Myocardial fractional flow reserve (FFR), an important index of coronary stenosis, is measured by a pressure sensor guidewire. The determination of FFR, only based on the dimensions (lumen diameters and length) of stenosis and hyperaemic coronary flow with no other ad hoc parameters, is currently not possible. We propose an analytical model derived from conservation of energy, which considers various energy losses along the length of a stenosis, i.e. convective and diffusive energy losses as well as energy loss due to sudden constriction and expansion in lumen area. In vitro (constrictions were created in isolated arteries using symmetric and asymmetric tubes as well as an inflatable occluder cuff) and in vivo (constrictions were induced in coronary arteries of eight swine by an occluder cuff) experiments were used to validate the proposed analytical model. The proposed model agreed well with the experimental measurements. A least-squares fit showed a linear relation as (Δp or FFR)experiment = a(Δp or FFR)theory + b, where a and b were 1.08 and −1.15 mmHg (r2 = 0.99) for in vitro Δp, 0.96 and 1.79 mmHg (r2 = 0.75) for in vivo Δp, and 0.85 and 0.1 (r2 = 0.7) for FFR. Flow pulsatility and stenosis shape (e.g. eccentricity, exit angle divergence, etc.) had a negligible effect on myocardial FFR, while the entrance effect in a coronary stenosis was found to contribute significantly to the pressure drop. We present a physics-based experimentally validated analytical model of coronary stenosis, which allows prediction of FFR based on stenosis dimensions and hyperaemic coronary flow with no empirical parameters.</description><subject>Animals</subject><subject>Bernoulli's Equation</subject><subject>Blood Flow Velocity</subject><subject>Blood Pressure</subject><subject>Computer Simulation</subject><subject>Coronary Artery Disease</subject><subject>Coronary Circulation</subject><subject>Coronary Stenosis - physiopathology</subject><subject>Coronary Vessels - physiopathology</subject><subject>Fractional Flow Reserve</subject><subject>Fractional Flow Reserve, Myocardial</subject><subject>Lesion</subject><subject>Models, Cardiovascular</subject><subject>Swine</subject><issn>1742-5689</issn><issn>1742-5662</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNp1kM1PGzEQxa2qqISPa4_VHnvZ4I_YXl8qoogCUhCoAq6W1x63pps42Luh-e_rKBDRQ08z0rz35umH0GeCxwSr5izl4McUEzLGAvMPaETkhNZcCPpxvzfqEB3l_IQxk4zzT-iQUkKo4HiEzqfV2nTBmR5ctUrggu3DGqpFdNBV0Vc2prg0aVP5ZMqp7F3lu_hSJciQ1nCCDrzpMpy-zmP08P3ifnZVz28vr2fTeW0nkva1sVgBaayUrhQiRhnP21KBOcsbLJnwhGHngKlJqxrJnfLKCckpa41sKWfH6NsudzW0C3AWln0ynV6lsCjtdDRB_3tZhl_6Z1xrxjiWlJWAr68BKT4PkHu9CNlC15klxCFrgrEq77hQRTreSW2KOSfw-zcE6y12vcWut9j1FnsxfHlfbi9_41wEbCdIcVMoRRug3-inOKTCM_8_tt65Qu7hzz7VpN9aSCa5fmwmWjbzH_fNjdB37C-HyZ-C</recordid><startdate>20120607</startdate><enddate>20120607</enddate><creator>Huo, Yunlong</creator><creator>Svendsen, Mark</creator><creator>Choy, Jenny Susana</creator><creator>Zhang, Z.-D.</creator><creator>Kassab, Ghassan S.</creator><general>The Royal Society</general><scope>BSCLL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20120607</creationdate><title>A validated predictive model of coronary fractional flow reserve</title><author>Huo, Yunlong ; Svendsen, Mark ; Choy, Jenny Susana ; Zhang, Z.-D. ; Kassab, Ghassan S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c472t-ac09e18c77d5681a9af5b2653dc580736f130dde394b9875d9f9d67523ba7b253</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Animals</topic><topic>Bernoulli's Equation</topic><topic>Blood Flow Velocity</topic><topic>Blood Pressure</topic><topic>Computer Simulation</topic><topic>Coronary Artery Disease</topic><topic>Coronary Circulation</topic><topic>Coronary Stenosis - physiopathology</topic><topic>Coronary Vessels - physiopathology</topic><topic>Fractional Flow Reserve</topic><topic>Fractional Flow Reserve, Myocardial</topic><topic>Lesion</topic><topic>Models, Cardiovascular</topic><topic>Swine</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huo, Yunlong</creatorcontrib><creatorcontrib>Svendsen, Mark</creatorcontrib><creatorcontrib>Choy, Jenny Susana</creatorcontrib><creatorcontrib>Zhang, Z.-D.</creatorcontrib><creatorcontrib>Kassab, Ghassan S.</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of the Royal Society interface</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huo, Yunlong</au><au>Svendsen, Mark</au><au>Choy, Jenny Susana</au><au>Zhang, Z.-D.</au><au>Kassab, Ghassan S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A validated predictive model of coronary fractional flow reserve</atitle><jtitle>Journal of the Royal Society interface</jtitle><stitle>J. R. Soc. Interface</stitle><addtitle>J. R. Soc. Interface</addtitle><date>2012-06-07</date><risdate>2012</risdate><volume>9</volume><issue>71</issue><spage>1325</spage><epage>1338</epage><pages>1325-1338</pages><issn>1742-5689</issn><eissn>1742-5662</eissn><abstract>Myocardial fractional flow reserve (FFR), an important index of coronary stenosis, is measured by a pressure sensor guidewire. The determination of FFR, only based on the dimensions (lumen diameters and length) of stenosis and hyperaemic coronary flow with no other ad hoc parameters, is currently not possible. We propose an analytical model derived from conservation of energy, which considers various energy losses along the length of a stenosis, i.e. convective and diffusive energy losses as well as energy loss due to sudden constriction and expansion in lumen area. In vitro (constrictions were created in isolated arteries using symmetric and asymmetric tubes as well as an inflatable occluder cuff) and in vivo (constrictions were induced in coronary arteries of eight swine by an occluder cuff) experiments were used to validate the proposed analytical model. The proposed model agreed well with the experimental measurements. A least-squares fit showed a linear relation as (Δp or FFR)experiment = a(Δp or FFR)theory + b, where a and b were 1.08 and −1.15 mmHg (r2 = 0.99) for in vitro Δp, 0.96 and 1.79 mmHg (r2 = 0.75) for in vivo Δp, and 0.85 and 0.1 (r2 = 0.7) for FFR. Flow pulsatility and stenosis shape (e.g. eccentricity, exit angle divergence, etc.) had a negligible effect on myocardial FFR, while the entrance effect in a coronary stenosis was found to contribute significantly to the pressure drop. We present a physics-based experimentally validated analytical model of coronary stenosis, which allows prediction of FFR based on stenosis dimensions and hyperaemic coronary flow with no empirical parameters.</abstract><cop>England</cop><pub>The Royal Society</pub><pmid>22112650</pmid><doi>10.1098/rsif.2011.0605</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Bernoulli's Equation Blood Flow Velocity Blood Pressure Computer Simulation Coronary Artery Disease Coronary Circulation Coronary Stenosis - physiopathology Coronary Vessels - physiopathology Fractional Flow Reserve Fractional Flow Reserve, Myocardial Lesion Models, Cardiovascular Swine |
title | A validated predictive model of coronary fractional flow reserve |
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