Loading…

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...

Full description

Saved in:
Bibliographic Details
Published in:Journal of the Royal Society interface 2012-06, Vol.9 (71), p.1325-1338
Main Authors: Huo, Yunlong, Svendsen, Mark, Choy, Jenny Susana, Zhang, Z.-D., Kassab, Ghassan S.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c472t-ac09e18c77d5681a9af5b2653dc580736f130dde394b9875d9f9d67523ba7b253
cites cdi_FETCH-LOGICAL-c472t-ac09e18c77d5681a9af5b2653dc580736f130dde394b9875d9f9d67523ba7b253
container_end_page 1338
container_issue 71
container_start_page 1325
container_title Journal of the Royal Society interface
container_volume 9
creator Huo, Yunlong
Svendsen, Mark
Choy, Jenny Susana
Zhang, Z.-D.
Kassab, Ghassan S.
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.
doi_str_mv 10.1098/rsif.2011.0605
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1098_rsif_2011_0605</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1009523569</sourcerecordid><originalsourceid>FETCH-LOGICAL-c472t-ac09e18c77d5681a9af5b2653dc580736f130dde394b9875d9f9d67523ba7b253</originalsourceid><addsrcrecordid>eNp1kM1PGzEQxa2qqISPa4_VHnvZ4I_YXl8qoogCUhCoAq6W1x63pps42Luh-e_rKBDRQ08z0rz35umH0GeCxwSr5izl4McUEzLGAvMPaETkhNZcCPpxvzfqEB3l_IQxk4zzT-iQUkKo4HiEzqfV2nTBmR5ctUrggu3DGqpFdNBV0Vc2prg0aVP5ZMqp7F3lu_hSJciQ1nCCDrzpMpy-zmP08P3ifnZVz28vr2fTeW0nkva1sVgBaayUrhQiRhnP21KBOcsbLJnwhGHngKlJqxrJnfLKCckpa41sKWfH6NsudzW0C3AWln0ynV6lsCjtdDRB_3tZhl_6Z1xrxjiWlJWAr68BKT4PkHu9CNlC15klxCFrgrEq77hQRTreSW2KOSfw-zcE6y12vcWut9j1FnsxfHlfbi9_41wEbCdIcVMoRRug3-inOKTCM_8_tt65Qu7hzz7VpN9aSCa5fmwmWjbzH_fNjdB37C-HyZ-C</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1009523569</pqid></control><display><type>article</type><title>A validated predictive model of coronary fractional flow reserve</title><source>PubMed Central (Open Access)</source><source>Royal Society Publishing Jisc Collections Royal Society Journals Read &amp; Publish Transitional Agreement 2025 (reading list)</source><creator>Huo, Yunlong ; Svendsen, Mark ; Choy, Jenny Susana ; Zhang, Z.-D. ; Kassab, Ghassan S.</creator><creatorcontrib>Huo, Yunlong ; Svendsen, Mark ; Choy, Jenny Susana ; Zhang, Z.-D. ; Kassab, Ghassan S.</creatorcontrib><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><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>
fulltext fulltext
identifier ISSN: 1742-5689
ispartof Journal of the Royal Society interface, 2012-06, Vol.9 (71), p.1325-1338
issn 1742-5689
1742-5662
language eng
recordid cdi_crossref_primary_10_1098_rsif_2011_0605
source PubMed Central (Open Access); Royal Society Publishing Jisc Collections Royal Society Journals Read & Publish Transitional Agreement 2025 (reading list)
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
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-07T13%3A16%3A11IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20validated%20predictive%20model%20of%20coronary%20fractional%20flow%20reserve&rft.jtitle=Journal%20of%20the%20Royal%20Society%20interface&rft.au=Huo,%20Yunlong&rft.date=2012-06-07&rft.volume=9&rft.issue=71&rft.spage=1325&rft.epage=1338&rft.pages=1325-1338&rft.issn=1742-5689&rft.eissn=1742-5662&rft_id=info:doi/10.1098/rsif.2011.0605&rft_dat=%3Cproquest_cross%3E1009523569%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c472t-ac09e18c77d5681a9af5b2653dc580736f130dde394b9875d9f9d67523ba7b253%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1009523569&rft_id=info:pmid/22112650&rfr_iscdi=true