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Scan-rescan reproducibility of ventricular and atrial MRI feature tracking strain
A feature tracking (FT) was designed to simultaneously extract myocardial strains in main cardiac chambers from cine MRI images. Its inter-observer and scan-rescan reproducibility was assessed and sample sizes required to detect predefined longitudinal changes in strain values were provided. FT was...
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Published in: | Computers in biology and medicine 2018-01, Vol.92, p.197-203 |
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description | A feature tracking (FT) was designed to simultaneously extract myocardial strains in main cardiac chambers from cine MRI images. Its inter-observer and scan-rescan reproducibility was assessed and sample sizes required to detect predefined longitudinal changes in strain values were provided.
FT was applied on left (LV) and right (RV) ventricles as well as left atrium (LA) of 21 individuals (66 ± 10 years) who underwent 2 MRIs 2 weeks apart. Global peaks for radial, circumferential, longitudinal strains, radial motion fraction (Mr), fractional area change (FAC) and tricuspid annular plane excursion (TAPSE) were estimated. Inter-operator and inter-exam reproducibility were evaluated using coefficients of variations (CV) and intra-class correlation coefficients (ICC).
Reproducibility of all measurements were good to excellent for inter-operator (LV:CV0.91; RV:CV0.86; LA:CV0.85) and inter-study (LV:CV0.65; RV:CV0.71; LA:CV0.83) evaluations. Reasonable sample sizes are required to detect a longitudinal difference of 10–15% in strain values (LV:5 to 33 individuals, RV:14 to 62 individuals, LA:4 to 65 individuals).
FT-based functional evaluation of main heart chamber deformation from cine MRI is repeatable and thus suitable for follow-up. Strain measurements may help for the joint clinical evaluation of LV, RV or LA implication in various cardiomyopathies.
•Main heart chamber strain measurement from cine MRI is fast and repeatable between scans.•Strain evaluation was performed in elderly subjects, representatives of clinical MRI referral.•Multi-chamber strain may provide joint evaluation of heart chambers implication in cardiomyopathies.•Sample sizes required to detect predefined longitudinal variations in strain values are reasonable.•Sample sizes defined for elderly may prove usefulness in age-related heart diseases. |
doi_str_mv | 10.1016/j.compbiomed.2017.11.015 |
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FT was applied on left (LV) and right (RV) ventricles as well as left atrium (LA) of 21 individuals (66 ± 10 years) who underwent 2 MRIs 2 weeks apart. Global peaks for radial, circumferential, longitudinal strains, radial motion fraction (Mr), fractional area change (FAC) and tricuspid annular plane excursion (TAPSE) were estimated. Inter-operator and inter-exam reproducibility were evaluated using coefficients of variations (CV) and intra-class correlation coefficients (ICC).
Reproducibility of all measurements were good to excellent for inter-operator (LV:CV<6.5%, ICC>0.91; RV:CV<12%, ICC>0.86; LA:CV<14%, ICC>0.85) and inter-study (LV:CV<15%, ICC>0.65; RV:CV<20%, ICC>0.71; LA:CV<20.5%, ICC>0.83) evaluations. Reasonable sample sizes are required to detect a longitudinal difference of 10–15% in strain values (LV:5 to 33 individuals, RV:14 to 62 individuals, LA:4 to 65 individuals).
FT-based functional evaluation of main heart chamber deformation from cine MRI is repeatable and thus suitable for follow-up. Strain measurements may help for the joint clinical evaluation of LV, RV or LA implication in various cardiomyopathies.
•Main heart chamber strain measurement from cine MRI is fast and repeatable between scans.•Strain evaluation was performed in elderly subjects, representatives of clinical MRI referral.•Multi-chamber strain may provide joint evaluation of heart chambers implication in cardiomyopathies.•Sample sizes required to detect predefined longitudinal variations in strain values are reasonable.•Sample sizes defined for elderly may prove usefulness in age-related heart diseases.]]></description><identifier>ISSN: 0010-4825</identifier><identifier>EISSN: 1879-0534</identifier><identifier>DOI: 10.1016/j.compbiomed.2017.11.015</identifier><identifier>PMID: 29227821</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Aged ; Algorithms ; Atrium ; Bioengineering ; Cardiomyopathy ; Change detection ; Correlation coefficients ; Deformation ; Evaluation ; Feasibility studies ; Feature extraction ; Feature tracking ; Female ; Heart ; Heart Atria - diagnostic imaging ; Heart chambers ; Heart diseases ; Heart failure ; Heart Ventricles - diagnostic imaging ; Humans ; Image Processing, Computer-Assisted - methods ; Life Sciences ; Magnetic resonance imaging ; Magnetic Resonance Imaging, Cine - methods ; Male ; Middle Aged ; Mortality ; Myocardial strain ; NMR ; Nuclear magnetic resonance ; Reproducibility ; Reproducibility of Results ; Tracking ; Ventricle</subject><ispartof>Computers in biology and medicine, 2018-01, Vol.92, p.197-203</ispartof><rights>2017 Elsevier Ltd</rights><rights>Copyright © 2017 Elsevier Ltd. All rights reserved.</rights><rights>Copyright Elsevier Limited Jan 1, 2018</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c486t-1627ddc7285ec0885ebe7309a8a251e82680a9820678e852f98bcfc34aedfee83</citedby><cites>FETCH-LOGICAL-c486t-1627ddc7285ec0885ebe7309a8a251e82680a9820678e852f98bcfc34aedfee83</cites><orcidid>0000-0002-4249-7209 ; 0000-0003-3820-284X ; 0000-0002-8076-1445 ; 0000-0002-9893-9694 ; 0000-0002-1002-9902</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29227821$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-01842347$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Lamy, Jérôme</creatorcontrib><creatorcontrib>Soulat, Gilles</creatorcontrib><creatorcontrib>Evin, Morgane</creatorcontrib><creatorcontrib>Huber, Adrian</creatorcontrib><creatorcontrib>de Cesare, Alain</creatorcontrib><creatorcontrib>Giron, Alain</creatorcontrib><creatorcontrib>Diebold, Benoit</creatorcontrib><creatorcontrib>Redheuil, Alban</creatorcontrib><creatorcontrib>Mousseaux, Elie</creatorcontrib><creatorcontrib>Kachenoura, Nadjia</creatorcontrib><title>Scan-rescan reproducibility of ventricular and atrial MRI feature tracking strain</title><title>Computers in biology and medicine</title><addtitle>Comput Biol Med</addtitle><description><![CDATA[A feature tracking (FT) was designed to simultaneously extract myocardial strains in main cardiac chambers from cine MRI images. Its inter-observer and scan-rescan reproducibility was assessed and sample sizes required to detect predefined longitudinal changes in strain values were provided.
FT was applied on left (LV) and right (RV) ventricles as well as left atrium (LA) of 21 individuals (66 ± 10 years) who underwent 2 MRIs 2 weeks apart. Global peaks for radial, circumferential, longitudinal strains, radial motion fraction (Mr), fractional area change (FAC) and tricuspid annular plane excursion (TAPSE) were estimated. Inter-operator and inter-exam reproducibility were evaluated using coefficients of variations (CV) and intra-class correlation coefficients (ICC).
Reproducibility of all measurements were good to excellent for inter-operator (LV:CV<6.5%, ICC>0.91; RV:CV<12%, ICC>0.86; LA:CV<14%, ICC>0.85) and inter-study (LV:CV<15%, ICC>0.65; RV:CV<20%, ICC>0.71; LA:CV<20.5%, ICC>0.83) evaluations. Reasonable sample sizes are required to detect a longitudinal difference of 10–15% in strain values (LV:5 to 33 individuals, RV:14 to 62 individuals, LA:4 to 65 individuals).
FT-based functional evaluation of main heart chamber deformation from cine MRI is repeatable and thus suitable for follow-up. Strain measurements may help for the joint clinical evaluation of LV, RV or LA implication in various cardiomyopathies.
•Main heart chamber strain measurement from cine MRI is fast and repeatable between scans.•Strain evaluation was performed in elderly subjects, representatives of clinical MRI referral.•Multi-chamber strain may provide joint evaluation of heart chambers implication in cardiomyopathies.•Sample sizes required to detect predefined longitudinal variations in strain values are reasonable.•Sample sizes defined for elderly may prove usefulness in age-related heart diseases.]]></description><subject>Aged</subject><subject>Algorithms</subject><subject>Atrium</subject><subject>Bioengineering</subject><subject>Cardiomyopathy</subject><subject>Change detection</subject><subject>Correlation coefficients</subject><subject>Deformation</subject><subject>Evaluation</subject><subject>Feasibility studies</subject><subject>Feature extraction</subject><subject>Feature tracking</subject><subject>Female</subject><subject>Heart</subject><subject>Heart Atria - diagnostic imaging</subject><subject>Heart chambers</subject><subject>Heart diseases</subject><subject>Heart failure</subject><subject>Heart Ventricles - diagnostic imaging</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted - methods</subject><subject>Life Sciences</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging, Cine - methods</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Mortality</subject><subject>Myocardial strain</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Reproducibility</subject><subject>Reproducibility of Results</subject><subject>Tracking</subject><subject>Ventricle</subject><issn>0010-4825</issn><issn>1879-0534</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqFkUtP3DAQxy3Uqiy0XwFZ6qU9JMw4DztHilpAWlRB4Ww5zqT1ko23drIS375eLQ-pFy4ej_2b558xjpAjYH26yq1fb1rn19TlAlDmiDlgdcAWqGSTQVWU79gCACErlagO2VGMKwAooYAP7FA0QkglcMFuflkzZoFiMjzQJvhutq51g5seue_5lsYpODsPJnAzdtwkzwz8-vaK92SmORCfgrEPbvzNY7q58SN735sh0qcne8zuf3y_O7_Mlj8vrs7PlpktVT1lWAvZdVYKVZEFlc6WZAGNUUZUSErUCkyjBNRSkapE36jW9rYoDXU9kSqO2dd93j9m0Jvg1iY8am-cvjxb6t0boCpFUcotJvbLnk3z_Z0pTnrtoqVhMCP5OWpsZJ2W1WCZ0M__oSs_hzFNkiglZYEpbaLUnrLBxxiof-kAQe8k0iv9KpHeSaQRU0tVCj15KjC3u7_nwGdNEvBtD1Da3tZR0NE6Gi11LpCddOfd21X-ASpVphY</recordid><startdate>20180101</startdate><enddate>20180101</enddate><creator>Lamy, Jérôme</creator><creator>Soulat, Gilles</creator><creator>Evin, Morgane</creator><creator>Huber, Adrian</creator><creator>de Cesare, Alain</creator><creator>Giron, Alain</creator><creator>Diebold, Benoit</creator><creator>Redheuil, Alban</creator><creator>Mousseaux, Elie</creator><creator>Kachenoura, Nadjia</creator><general>Elsevier Ltd</general><general>Elsevier Limited</general><general>Elsevier</general><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>3V.</scope><scope>7RV</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AL</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K7-</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0N</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>M7P</scope><scope>M7Z</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0002-4249-7209</orcidid><orcidid>https://orcid.org/0000-0003-3820-284X</orcidid><orcidid>https://orcid.org/0000-0002-8076-1445</orcidid><orcidid>https://orcid.org/0000-0002-9893-9694</orcidid><orcidid>https://orcid.org/0000-0002-1002-9902</orcidid></search><sort><creationdate>20180101</creationdate><title>Scan-rescan reproducibility of ventricular and atrial MRI feature tracking strain</title><author>Lamy, Jérôme ; Soulat, Gilles ; Evin, Morgane ; Huber, Adrian ; de Cesare, Alain ; Giron, Alain ; Diebold, Benoit ; Redheuil, Alban ; Mousseaux, Elie ; Kachenoura, Nadjia</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c486t-1627ddc7285ec0885ebe7309a8a251e82680a9820678e852f98bcfc34aedfee83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Aged</topic><topic>Algorithms</topic><topic>Atrium</topic><topic>Bioengineering</topic><topic>Cardiomyopathy</topic><topic>Change detection</topic><topic>Correlation coefficients</topic><topic>Deformation</topic><topic>Evaluation</topic><topic>Feasibility studies</topic><topic>Feature extraction</topic><topic>Feature tracking</topic><topic>Female</topic><topic>Heart</topic><topic>Heart Atria - diagnostic imaging</topic><topic>Heart chambers</topic><topic>Heart diseases</topic><topic>Heart failure</topic><topic>Heart Ventricles - diagnostic imaging</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted - methods</topic><topic>Life Sciences</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging, Cine - methods</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Mortality</topic><topic>Myocardial strain</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Reproducibility</topic><topic>Reproducibility of Results</topic><topic>Tracking</topic><topic>Ventricle</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lamy, Jérôme</creatorcontrib><creatorcontrib>Soulat, Gilles</creatorcontrib><creatorcontrib>Evin, Morgane</creatorcontrib><creatorcontrib>Huber, Adrian</creatorcontrib><creatorcontrib>de Cesare, Alain</creatorcontrib><creatorcontrib>Giron, Alain</creatorcontrib><creatorcontrib>Diebold, Benoit</creatorcontrib><creatorcontrib>Redheuil, Alban</creatorcontrib><creatorcontrib>Mousseaux, Elie</creatorcontrib><creatorcontrib>Kachenoura, Nadjia</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Nursing & Allied Health Database</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Computing Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>Computer Science Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Biological Sciences</collection><collection>Computing Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest research library</collection><collection>Biological Science Database</collection><collection>Biochemistry Abstracts 1</collection><collection>Research Library (Corporate)</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest advanced technologies & aerospace journals</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Computers in biology and medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lamy, Jérôme</au><au>Soulat, Gilles</au><au>Evin, Morgane</au><au>Huber, Adrian</au><au>de Cesare, Alain</au><au>Giron, Alain</au><au>Diebold, Benoit</au><au>Redheuil, Alban</au><au>Mousseaux, Elie</au><au>Kachenoura, Nadjia</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Scan-rescan reproducibility of ventricular and atrial MRI feature tracking strain</atitle><jtitle>Computers in biology and medicine</jtitle><addtitle>Comput Biol Med</addtitle><date>2018-01-01</date><risdate>2018</risdate><volume>92</volume><spage>197</spage><epage>203</epage><pages>197-203</pages><issn>0010-4825</issn><eissn>1879-0534</eissn><abstract><![CDATA[A feature tracking (FT) was designed to simultaneously extract myocardial strains in main cardiac chambers from cine MRI images. Its inter-observer and scan-rescan reproducibility was assessed and sample sizes required to detect predefined longitudinal changes in strain values were provided.
FT was applied on left (LV) and right (RV) ventricles as well as left atrium (LA) of 21 individuals (66 ± 10 years) who underwent 2 MRIs 2 weeks apart. Global peaks for radial, circumferential, longitudinal strains, radial motion fraction (Mr), fractional area change (FAC) and tricuspid annular plane excursion (TAPSE) were estimated. Inter-operator and inter-exam reproducibility were evaluated using coefficients of variations (CV) and intra-class correlation coefficients (ICC).
Reproducibility of all measurements were good to excellent for inter-operator (LV:CV<6.5%, ICC>0.91; RV:CV<12%, ICC>0.86; LA:CV<14%, ICC>0.85) and inter-study (LV:CV<15%, ICC>0.65; RV:CV<20%, ICC>0.71; LA:CV<20.5%, ICC>0.83) evaluations. Reasonable sample sizes are required to detect a longitudinal difference of 10–15% in strain values (LV:5 to 33 individuals, RV:14 to 62 individuals, LA:4 to 65 individuals).
FT-based functional evaluation of main heart chamber deformation from cine MRI is repeatable and thus suitable for follow-up. Strain measurements may help for the joint clinical evaluation of LV, RV or LA implication in various cardiomyopathies.
•Main heart chamber strain measurement from cine MRI is fast and repeatable between scans.•Strain evaluation was performed in elderly subjects, representatives of clinical MRI referral.•Multi-chamber strain may provide joint evaluation of heart chambers implication in cardiomyopathies.•Sample sizes required to detect predefined longitudinal variations in strain values are reasonable.•Sample sizes defined for elderly may prove usefulness in age-related heart diseases.]]></abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>29227821</pmid><doi>10.1016/j.compbiomed.2017.11.015</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-4249-7209</orcidid><orcidid>https://orcid.org/0000-0003-3820-284X</orcidid><orcidid>https://orcid.org/0000-0002-8076-1445</orcidid><orcidid>https://orcid.org/0000-0002-9893-9694</orcidid><orcidid>https://orcid.org/0000-0002-1002-9902</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aged Algorithms Atrium Bioengineering Cardiomyopathy Change detection Correlation coefficients Deformation Evaluation Feasibility studies Feature extraction Feature tracking Female Heart Heart Atria - diagnostic imaging Heart chambers Heart diseases Heart failure Heart Ventricles - diagnostic imaging Humans Image Processing, Computer-Assisted - methods Life Sciences Magnetic resonance imaging Magnetic Resonance Imaging, Cine - methods Male Middle Aged Mortality Myocardial strain NMR Nuclear magnetic resonance Reproducibility Reproducibility of Results Tracking Ventricle |
title | Scan-rescan reproducibility of ventricular and atrial MRI feature tracking strain |
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