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B1 Field inhomogeneity correction for qDESS T2 mapping: application to rapid bilateral knee imaging
Purpose T 2 mapping is a powerful tool for studying osteoarthritis (OA) changes and bilateral imaging may be useful in investigating the role of between-knee asymmetry in OA onset and progression. The quantitative double-echo in steady-state (qDESS) can provide fast simultaneous bilateral knee T 2 a...
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Published in: | Magma (New York, N.Y.) N.Y.), 2023-10, Vol.36 (5), p.711-724 |
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creator | Barbieri, Marco Watkins, Lauren E. Mazzoli, Valentina Desai, Arjun D. Rubin, Elka Schmidt, Andrew Gold, Garry Evan Hargreaves, Brian Andrew Chaudhari, Akshay Sanjay Kogan, Feliks |
description | Purpose
T
2
mapping is a powerful tool for studying osteoarthritis (OA) changes and bilateral imaging may be useful in investigating the role of between-knee asymmetry in OA onset and progression. The quantitative double-echo in steady-state (qDESS) can provide fast simultaneous bilateral knee
T
2
and high-resolution morphometry for cartilage and meniscus. The qDESS uses an analytical signal model to compute
T
2
relaxometry maps, which require knowledge of the flip angle (FA). In the presence of
B
1
inhomogeneities, inconsistencies between the nominal and actual FA can affect the accuracy of
T
2
measurements. We propose a pixel-wise
B
1
correction method for qDESS
T
2
mapping exploiting an auxiliary
B
1
map to compute the actual FA used in the model.
Methods
The technique was validated in a phantom and in vivo with simultaneous bilateral knee imaging.
T
2
measurements of femoral cartilage (FC) of both knees of six healthy participants were repeated longitudinally to investigate the association between
T
2
variation and
B
1
.
Results
The results showed that applying the
B
1
correction mitigated
T
2
variations that were driven by
B
1
inhomogeneities. Specifically,
T
2
left–right symmetry increased following the
B
1
correction (
ρ
c
= 0.74 >
ρ
c
= 0.69). Without the
B
1
correction,
T
2
values showed a linear dependence with
B
1
. The linear coefficient decreased using the
B
1
correction (from 24.3 ± 1.6 ms to 4.1 ± 1.8) and the correlation was not statistically significant after the application of the Bonferroni correction (
p
value > 0.01).
Conclusion
The study showed that
B
1
correction could mitigate variations driven by the sensitivity of the qDESS
T
2
mapping method to
B
1
, therefore, increasing the sensitivity to detect real biological changes. The proposed method may improve the robustness of bilateral qDESS
T
2
mapping, allowing for an accurate and more efficient evaluation of OA pathways and pathophysiology through longitudinal and cross-sectional studies. |
doi_str_mv | 10.1007/s10334-023-01094-y |
format | article |
fullrecord | <record><control><sourceid>pubmedcentral_sprin</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10524110</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>pubmedcentral_primary_oai_pubmedcentral_nih_gov_10524110</sourcerecordid><originalsourceid>FETCH-LOGICAL-p255t-1ade63fd72b43cfcc73efb1c61b80be8051e344668cfc3e6b5a88ad8936240f63</originalsourceid><addsrcrecordid>eNpVkLtOwzAARS0EoqXwA0z-AYMfseOyIB4tIFViaJktx3FSl8QOToqUv8e0LEx3uA9dHQCuCb4hGOe3PcGMZQhThjDB8wyNJ2BKGKdICkFOwRTPhUScZmwCLvp-hzElHLNzMGE5yajkdArMI4FLZ5sSOr8Nbaitt24YoQkxWjO44GEVIvx6XqzXcENhq7vO-foOJm2c0YfEEGDUnSth4Ro92Kgb-Omtha7VdQpfgrNKN729-tMZ-FguNk-vaPX-8vb0sEId5XxARJdWsKrMaZExUxmTM1sVxAhSSFxYiTmxLMuEkMlkVhRcS6lLOWeCZrgSbAbuj7vdvmhtaawf0hXVxfQjjipop_473m1VHb4VwQkSSTRngB0X-lTytY1qF_bRp9Mpo36hqyN0laCrA3Q1sh9mbnYD</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>B1 Field inhomogeneity correction for qDESS T2 mapping: application to rapid bilateral knee imaging</title><source>Springer Nature</source><creator>Barbieri, Marco ; Watkins, Lauren E. ; Mazzoli, Valentina ; Desai, Arjun D. ; Rubin, Elka ; Schmidt, Andrew ; Gold, Garry Evan ; Hargreaves, Brian Andrew ; Chaudhari, Akshay Sanjay ; Kogan, Feliks</creator><creatorcontrib>Barbieri, Marco ; Watkins, Lauren E. ; Mazzoli, Valentina ; Desai, Arjun D. ; Rubin, Elka ; Schmidt, Andrew ; Gold, Garry Evan ; Hargreaves, Brian Andrew ; Chaudhari, Akshay Sanjay ; Kogan, Feliks</creatorcontrib><description>Purpose
T
2
mapping is a powerful tool for studying osteoarthritis (OA) changes and bilateral imaging may be useful in investigating the role of between-knee asymmetry in OA onset and progression. The quantitative double-echo in steady-state (qDESS) can provide fast simultaneous bilateral knee
T
2
and high-resolution morphometry for cartilage and meniscus. The qDESS uses an analytical signal model to compute
T
2
relaxometry maps, which require knowledge of the flip angle (FA). In the presence of
B
1
inhomogeneities, inconsistencies between the nominal and actual FA can affect the accuracy of
T
2
measurements. We propose a pixel-wise
B
1
correction method for qDESS
T
2
mapping exploiting an auxiliary
B
1
map to compute the actual FA used in the model.
Methods
The technique was validated in a phantom and in vivo with simultaneous bilateral knee imaging.
T
2
measurements of femoral cartilage (FC) of both knees of six healthy participants were repeated longitudinally to investigate the association between
T
2
variation and
B
1
.
Results
The results showed that applying the
B
1
correction mitigated
T
2
variations that were driven by
B
1
inhomogeneities. Specifically,
T
2
left–right symmetry increased following the
B
1
correction (
ρ
c
= 0.74 >
ρ
c
= 0.69). Without the
B
1
correction,
T
2
values showed a linear dependence with
B
1
. The linear coefficient decreased using the
B
1
correction (from 24.3 ± 1.6 ms to 4.1 ± 1.8) and the correlation was not statistically significant after the application of the Bonferroni correction (
p
value > 0.01).
Conclusion
The study showed that
B
1
correction could mitigate variations driven by the sensitivity of the qDESS
T
2
mapping method to
B
1
, therefore, increasing the sensitivity to detect real biological changes. The proposed method may improve the robustness of bilateral qDESS
T
2
mapping, allowing for an accurate and more efficient evaluation of OA pathways and pathophysiology through longitudinal and cross-sectional studies.</description><identifier>ISSN: 0968-5243</identifier><identifier>EISSN: 1352-8661</identifier><identifier>DOI: 10.1007/s10334-023-01094-y</identifier><identifier>PMID: 37142852</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Basic Science - Parametric mapping and quantitative MRI ; Biomedical Engineering and Bioengineering ; Computer Appl. in Life Sciences ; Health Informatics ; Imaging ; Medicine ; Medicine & Public Health ; Radiology ; Research Article ; Solid State Physics</subject><ispartof>Magma (New York, N.Y.), 2023-10, Vol.36 (5), p.711-724</ispartof><rights>The Author(s), under exclusive licence to European Society for Magnetic Resonance in Medicine and Biology (ESMRMB) 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-p255t-1ade63fd72b43cfcc73efb1c61b80be8051e344668cfc3e6b5a88ad8936240f63</cites><orcidid>0000-0002-8795-1073</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,777,781,882,27905,27906</link.rule.ids></links><search><creatorcontrib>Barbieri, Marco</creatorcontrib><creatorcontrib>Watkins, Lauren E.</creatorcontrib><creatorcontrib>Mazzoli, Valentina</creatorcontrib><creatorcontrib>Desai, Arjun D.</creatorcontrib><creatorcontrib>Rubin, Elka</creatorcontrib><creatorcontrib>Schmidt, Andrew</creatorcontrib><creatorcontrib>Gold, Garry Evan</creatorcontrib><creatorcontrib>Hargreaves, Brian Andrew</creatorcontrib><creatorcontrib>Chaudhari, Akshay Sanjay</creatorcontrib><creatorcontrib>Kogan, Feliks</creatorcontrib><title>B1 Field inhomogeneity correction for qDESS T2 mapping: application to rapid bilateral knee imaging</title><title>Magma (New York, N.Y.)</title><addtitle>Magn Reson Mater Phy</addtitle><description>Purpose
T
2
mapping is a powerful tool for studying osteoarthritis (OA) changes and bilateral imaging may be useful in investigating the role of between-knee asymmetry in OA onset and progression. The quantitative double-echo in steady-state (qDESS) can provide fast simultaneous bilateral knee
T
2
and high-resolution morphometry for cartilage and meniscus. The qDESS uses an analytical signal model to compute
T
2
relaxometry maps, which require knowledge of the flip angle (FA). In the presence of
B
1
inhomogeneities, inconsistencies between the nominal and actual FA can affect the accuracy of
T
2
measurements. We propose a pixel-wise
B
1
correction method for qDESS
T
2
mapping exploiting an auxiliary
B
1
map to compute the actual FA used in the model.
Methods
The technique was validated in a phantom and in vivo with simultaneous bilateral knee imaging.
T
2
measurements of femoral cartilage (FC) of both knees of six healthy participants were repeated longitudinally to investigate the association between
T
2
variation and
B
1
.
Results
The results showed that applying the
B
1
correction mitigated
T
2
variations that were driven by
B
1
inhomogeneities. Specifically,
T
2
left–right symmetry increased following the
B
1
correction (
ρ
c
= 0.74 >
ρ
c
= 0.69). Without the
B
1
correction,
T
2
values showed a linear dependence with
B
1
. The linear coefficient decreased using the
B
1
correction (from 24.3 ± 1.6 ms to 4.1 ± 1.8) and the correlation was not statistically significant after the application of the Bonferroni correction (
p
value > 0.01).
Conclusion
The study showed that
B
1
correction could mitigate variations driven by the sensitivity of the qDESS
T
2
mapping method to
B
1
, therefore, increasing the sensitivity to detect real biological changes. The proposed method may improve the robustness of bilateral qDESS
T
2
mapping, allowing for an accurate and more efficient evaluation of OA pathways and pathophysiology through longitudinal and cross-sectional studies.</description><subject>Basic Science - Parametric mapping and quantitative MRI</subject><subject>Biomedical Engineering and Bioengineering</subject><subject>Computer Appl. in Life Sciences</subject><subject>Health Informatics</subject><subject>Imaging</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Radiology</subject><subject>Research Article</subject><subject>Solid State Physics</subject><issn>0968-5243</issn><issn>1352-8661</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpVkLtOwzAARS0EoqXwA0z-AYMfseOyIB4tIFViaJktx3FSl8QOToqUv8e0LEx3uA9dHQCuCb4hGOe3PcGMZQhThjDB8wyNJ2BKGKdICkFOwRTPhUScZmwCLvp-hzElHLNzMGE5yajkdArMI4FLZ5sSOr8Nbaitt24YoQkxWjO44GEVIvx6XqzXcENhq7vO-foOJm2c0YfEEGDUnSth4Ro92Kgb-Omtha7VdQpfgrNKN729-tMZ-FguNk-vaPX-8vb0sEId5XxARJdWsKrMaZExUxmTM1sVxAhSSFxYiTmxLMuEkMlkVhRcS6lLOWeCZrgSbAbuj7vdvmhtaawf0hXVxfQjjipop_473m1VHb4VwQkSSTRngB0X-lTytY1qF_bRp9Mpo36hqyN0laCrA3Q1sh9mbnYD</recordid><startdate>20231001</startdate><enddate>20231001</enddate><creator>Barbieri, Marco</creator><creator>Watkins, Lauren E.</creator><creator>Mazzoli, Valentina</creator><creator>Desai, Arjun D.</creator><creator>Rubin, Elka</creator><creator>Schmidt, Andrew</creator><creator>Gold, Garry Evan</creator><creator>Hargreaves, Brian Andrew</creator><creator>Chaudhari, Akshay Sanjay</creator><creator>Kogan, Feliks</creator><general>Springer International Publishing</general><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-8795-1073</orcidid></search><sort><creationdate>20231001</creationdate><title>B1 Field inhomogeneity correction for qDESS T2 mapping: application to rapid bilateral knee imaging</title><author>Barbieri, Marco ; Watkins, Lauren E. ; Mazzoli, Valentina ; Desai, Arjun D. ; Rubin, Elka ; Schmidt, Andrew ; Gold, Garry Evan ; Hargreaves, Brian Andrew ; Chaudhari, Akshay Sanjay ; Kogan, Feliks</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p255t-1ade63fd72b43cfcc73efb1c61b80be8051e344668cfc3e6b5a88ad8936240f63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Basic Science - Parametric mapping and quantitative MRI</topic><topic>Biomedical Engineering and Bioengineering</topic><topic>Computer Appl. in Life Sciences</topic><topic>Health Informatics</topic><topic>Imaging</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Radiology</topic><topic>Research Article</topic><topic>Solid State Physics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Barbieri, Marco</creatorcontrib><creatorcontrib>Watkins, Lauren E.</creatorcontrib><creatorcontrib>Mazzoli, Valentina</creatorcontrib><creatorcontrib>Desai, Arjun D.</creatorcontrib><creatorcontrib>Rubin, Elka</creatorcontrib><creatorcontrib>Schmidt, Andrew</creatorcontrib><creatorcontrib>Gold, Garry Evan</creatorcontrib><creatorcontrib>Hargreaves, Brian Andrew</creatorcontrib><creatorcontrib>Chaudhari, Akshay Sanjay</creatorcontrib><creatorcontrib>Kogan, Feliks</creatorcontrib><collection>PubMed Central (Full Participant titles)</collection><jtitle>Magma (New York, N.Y.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Barbieri, Marco</au><au>Watkins, Lauren E.</au><au>Mazzoli, Valentina</au><au>Desai, Arjun D.</au><au>Rubin, Elka</au><au>Schmidt, Andrew</au><au>Gold, Garry Evan</au><au>Hargreaves, Brian Andrew</au><au>Chaudhari, Akshay Sanjay</au><au>Kogan, Feliks</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>B1 Field inhomogeneity correction for qDESS T2 mapping: application to rapid bilateral knee imaging</atitle><jtitle>Magma (New York, N.Y.)</jtitle><stitle>Magn Reson Mater Phy</stitle><date>2023-10-01</date><risdate>2023</risdate><volume>36</volume><issue>5</issue><spage>711</spage><epage>724</epage><pages>711-724</pages><issn>0968-5243</issn><eissn>1352-8661</eissn><abstract>Purpose
T
2
mapping is a powerful tool for studying osteoarthritis (OA) changes and bilateral imaging may be useful in investigating the role of between-knee asymmetry in OA onset and progression. The quantitative double-echo in steady-state (qDESS) can provide fast simultaneous bilateral knee
T
2
and high-resolution morphometry for cartilage and meniscus. The qDESS uses an analytical signal model to compute
T
2
relaxometry maps, which require knowledge of the flip angle (FA). In the presence of
B
1
inhomogeneities, inconsistencies between the nominal and actual FA can affect the accuracy of
T
2
measurements. We propose a pixel-wise
B
1
correction method for qDESS
T
2
mapping exploiting an auxiliary
B
1
map to compute the actual FA used in the model.
Methods
The technique was validated in a phantom and in vivo with simultaneous bilateral knee imaging.
T
2
measurements of femoral cartilage (FC) of both knees of six healthy participants were repeated longitudinally to investigate the association between
T
2
variation and
B
1
.
Results
The results showed that applying the
B
1
correction mitigated
T
2
variations that were driven by
B
1
inhomogeneities. Specifically,
T
2
left–right symmetry increased following the
B
1
correction (
ρ
c
= 0.74 >
ρ
c
= 0.69). Without the
B
1
correction,
T
2
values showed a linear dependence with
B
1
. The linear coefficient decreased using the
B
1
correction (from 24.3 ± 1.6 ms to 4.1 ± 1.8) and the correlation was not statistically significant after the application of the Bonferroni correction (
p
value > 0.01).
Conclusion
The study showed that
B
1
correction could mitigate variations driven by the sensitivity of the qDESS
T
2
mapping method to
B
1
, therefore, increasing the sensitivity to detect real biological changes. The proposed method may improve the robustness of bilateral qDESS
T
2
mapping, allowing for an accurate and more efficient evaluation of OA pathways and pathophysiology through longitudinal and cross-sectional studies.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><pmid>37142852</pmid><doi>10.1007/s10334-023-01094-y</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-8795-1073</orcidid></addata></record> |
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language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10524110 |
source | Springer Nature |
subjects | Basic Science - Parametric mapping and quantitative MRI Biomedical Engineering and Bioengineering Computer Appl. in Life Sciences Health Informatics Imaging Medicine Medicine & Public Health Radiology Research Article Solid State Physics |
title | B1 Field inhomogeneity correction for qDESS T2 mapping: application to rapid bilateral knee imaging |
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