Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial Injury

Background: T2 mapping is a magnetic resonance imaging technique that can be used to detect myocardial edema and inflammation. However, the focal nature of myocardial inflammation may render conventional 2D approaches suboptimal and make whole-heart isotropic 3D mapping desirable. While self-navigat...

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Main Authors: Karolina Dorniak, Lorenzo Di Sopra, Agnieszka Sabisz, Anna Glinska, Christopher W. Roy, Kamil Gorczewski, Davide Piccini, Jérôme Yerly, Hanna Jankowska, Jadwiga Fijałkowska, Edyta Szurowska, Matthias Stuber, Ruud B. van Heeswijk
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2021.712383/full
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language English
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author Karolina Dorniak
Lorenzo Di Sopra
Agnieszka Sabisz
Anna Glinska
Christopher W. Roy
Kamil Gorczewski
Davide Piccini
Davide Piccini
Jérôme Yerly
Jérôme Yerly
Hanna Jankowska
Jadwiga Fijałkowska
Edyta Szurowska
Matthias Stuber
Matthias Stuber
Ruud B. van Heeswijk
spellingShingle Karolina Dorniak
Lorenzo Di Sopra
Agnieszka Sabisz
Anna Glinska
Christopher W. Roy
Kamil Gorczewski
Davide Piccini
Davide Piccini
Jérôme Yerly
Jérôme Yerly
Hanna Jankowska
Jadwiga Fijałkowska
Edyta Szurowska
Matthias Stuber
Matthias Stuber
Ruud B. van Heeswijk
Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial Injury
Frontiers in Cardiovascular Medicine
cardiac magnetic resonance(CMR)
acute non-ischemic myocardial injury
isotropic 3D imaging
T2 mapping
respiratory motion correction
author_facet Karolina Dorniak
Lorenzo Di Sopra
Agnieszka Sabisz
Anna Glinska
Christopher W. Roy
Kamil Gorczewski
Davide Piccini
Davide Piccini
Jérôme Yerly
Jérôme Yerly
Hanna Jankowska
Jadwiga Fijałkowska
Edyta Szurowska
Matthias Stuber
Matthias Stuber
Ruud B. van Heeswijk
author_sort Karolina Dorniak
title Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial Injury
title_short Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial Injury
title_full Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial Injury
title_fullStr Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial Injury
title_full_unstemmed Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial Injury
title_sort respiratory motion-registered isotropic whole-heart t2 mapping in patients with acute non-ischemic myocardial injury
publisher Frontiers Media S.A.
series Frontiers in Cardiovascular Medicine
issn 2297-055X
publishDate 2021-09-01
description Background: T2 mapping is a magnetic resonance imaging technique that can be used to detect myocardial edema and inflammation. However, the focal nature of myocardial inflammation may render conventional 2D approaches suboptimal and make whole-heart isotropic 3D mapping desirable. While self-navigated 3D radial T2 mapping has been demonstrated to work well at a magnetic field strength of 3T, it results in too noisy maps at 1.5T. We therefore implemented a novel respiratory motion-resolved compressed-sensing reconstruction in order to improve the 3D T2 mapping precision and accuracy at 1.5T, and tested this in a heterogeneous patient cohort.Materials and Methods: Nine healthy volunteers and 25 consecutive patients with suspected acute non-ischemic myocardial injury (sarcoidosis, n = 19; systemic sclerosis, n = 2; acute graft rejection, n = 2, and myocarditis, n = 2) were included. The free-breathing T2 maps were acquired as three ECG-triggered T2-prepared 3D radial volumes. A respiratory motion-resolved reconstruction was followed by image registration of the respiratory states and pixel-wise T2 mapping. The resulting 3D maps were compared to routine 2D T2 maps. The T2 values of segments with and without late gadolinium enhancement (LGE) were compared in patients.Results: In the healthy volunteers, the myocardial T2 values obtained with the 2D and 3D techniques were similar (45.8 ± 1.8 vs. 46.8 ± 2.9 ms, respectively; P = 0.33). Conversely, in patients, T2 values did differ between 2D (46.7 ± 3.6 ms) and 3D techniques (50.1 ± 4.2 ms, P = 0.004). Moreover, with the 2D technique, T2 values of the LGE-positive segments were similar to those of the LGE-negative segments (T2LGE−= 46.2 ± 3.7 vs. T2LGE+ = 47.6 ± 4.1 ms; P = 0.49), whereas the 3D technique did show a significant difference (T2LGE− = 49.3 ± 6.7 vs. T2LGE+ = 52.6 ± 8.7 ms, P = 0.006).Conclusion: Respiratory motion-registered 3D radial imaging at 1.5T led to accurate isotropic 3D whole-heart T2 maps, both in the healthy volunteers and in a small patient cohort with suspected non-ischemic myocardial injury. Significantly higher T2 values were found in patients as compared to controls in 3D but not in 2D, suggestive of the technique's potential to increase the sensitivity of CMR at earlier stages of disease. Further study will be needed to demonstrate its accuracy.
topic cardiac magnetic resonance(CMR)
acute non-ischemic myocardial injury
isotropic 3D imaging
T2 mapping
respiratory motion correction
url https://www.frontiersin.org/articles/10.3389/fcvm.2021.712383/full
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spelling doaj-4b10beaccc104244a7a62bc643f77c042021-09-29T05:44:37ZengFrontiers Media S.A.Frontiers in Cardiovascular Medicine2297-055X2021-09-01810.3389/fcvm.2021.712383712383Respiratory Motion-Registered Isotropic Whole-Heart T2 Mapping in Patients With Acute Non-ischemic Myocardial InjuryKarolina Dorniak0Lorenzo Di Sopra1Agnieszka Sabisz2Anna Glinska3Christopher W. Roy4Kamil Gorczewski5Davide Piccini6Davide Piccini7Jérôme Yerly8Jérôme Yerly9Hanna Jankowska10Jadwiga Fijałkowska11Edyta Szurowska12Matthias Stuber13Matthias Stuber14Ruud B. van Heeswijk15Department of Noninvasive Cardiac Diagnostics, Medical University of Gdansk, Gdansk, PolandDepartment of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, SwitzerlandSecond Department of Radiology, Medical University of Gdansk, Gdansk, PolandSecond Department of Radiology, Medical University of Gdansk, Gdansk, PolandDepartment of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, SwitzerlandSiemens Healthineers, Erlangen, GermanyDepartment of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, SwitzerlandAdvanced Clinical Imaging Technology, Siemens Healthcare AG, Lausanne, SwitzerlandDepartment of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, SwitzerlandCenter for Biomedical Imaging (CIBM), Lausanne, SwitzerlandDepartment of Noninvasive Cardiac Diagnostics, Medical University of Gdansk, Gdansk, PolandSecond Department of Radiology, Medical University of Gdansk, Gdansk, PolandSecond Department of Radiology, Medical University of Gdansk, Gdansk, PolandDepartment of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, SwitzerlandCenter for Biomedical Imaging (CIBM), Lausanne, SwitzerlandDepartment of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne (UNIL), Lausanne, SwitzerlandBackground: T2 mapping is a magnetic resonance imaging technique that can be used to detect myocardial edema and inflammation. However, the focal nature of myocardial inflammation may render conventional 2D approaches suboptimal and make whole-heart isotropic 3D mapping desirable. While self-navigated 3D radial T2 mapping has been demonstrated to work well at a magnetic field strength of 3T, it results in too noisy maps at 1.5T. We therefore implemented a novel respiratory motion-resolved compressed-sensing reconstruction in order to improve the 3D T2 mapping precision and accuracy at 1.5T, and tested this in a heterogeneous patient cohort.Materials and Methods: Nine healthy volunteers and 25 consecutive patients with suspected acute non-ischemic myocardial injury (sarcoidosis, n = 19; systemic sclerosis, n = 2; acute graft rejection, n = 2, and myocarditis, n = 2) were included. The free-breathing T2 maps were acquired as three ECG-triggered T2-prepared 3D radial volumes. A respiratory motion-resolved reconstruction was followed by image registration of the respiratory states and pixel-wise T2 mapping. The resulting 3D maps were compared to routine 2D T2 maps. The T2 values of segments with and without late gadolinium enhancement (LGE) were compared in patients.Results: In the healthy volunteers, the myocardial T2 values obtained with the 2D and 3D techniques were similar (45.8 ± 1.8 vs. 46.8 ± 2.9 ms, respectively; P = 0.33). Conversely, in patients, T2 values did differ between 2D (46.7 ± 3.6 ms) and 3D techniques (50.1 ± 4.2 ms, P = 0.004). Moreover, with the 2D technique, T2 values of the LGE-positive segments were similar to those of the LGE-negative segments (T2LGE−= 46.2 ± 3.7 vs. T2LGE+ = 47.6 ± 4.1 ms; P = 0.49), whereas the 3D technique did show a significant difference (T2LGE− = 49.3 ± 6.7 vs. T2LGE+ = 52.6 ± 8.7 ms, P = 0.006).Conclusion: Respiratory motion-registered 3D radial imaging at 1.5T led to accurate isotropic 3D whole-heart T2 maps, both in the healthy volunteers and in a small patient cohort with suspected non-ischemic myocardial injury. Significantly higher T2 values were found in patients as compared to controls in 3D but not in 2D, suggestive of the technique's potential to increase the sensitivity of CMR at earlier stages of disease. Further study will be needed to demonstrate its accuracy.https://www.frontiersin.org/articles/10.3389/fcvm.2021.712383/fullcardiac magnetic resonance(CMR)acute non-ischemic myocardial injuryisotropic 3D imagingT2 mappingrespiratory motion correction