TY - JOUR
T1 - Quantification of balanced SSFP myocardial perfusion imaging at 1.5 T
T2 - Impact of the reference image
AU - McElroy, Sarah
AU - Kunze, Karl P
AU - Milidonis, Xenios
AU - Huang, Li
AU - Nazir, Muhummad Sohaib
AU - Evans, Carl
AU - Bosio, Filippo
AU - Mughal, Nabila
AU - Masci, Pier Giorgio
AU - Neji, Radhouene
AU - Razavi, Reza
AU - Chiribiri, Amedeo
AU - Roujol, Sébastien
N1 - Funding Information:
This work was supported by the Wellcome Engineering and Physical Sciences Research Council (EPSRC) Centre for Medical Engineering at King's College London (WT 203148/Z/16/Z), the EPSRC grant (EP/R010935/1), the King’s College London & Imperial College London EPSRC Centre for Doctoral Training in Medical Imaging [EP/L015226/1], the British Heart Foundation (BHF) grant (PG/19/11/34243) and Siemens Healthineers. MSN was funded by a National Institute for Health Research (NIHR) Clinical Lecturership under grant number CL‐2019‐17‐001. XM and AC were funded by the British Heart Foundation (TG/18/2/33768). This research was also supported by the NIHR Biomedical Research Centre award to Guy's and St Thomas' National Health Service (NHS) Foundation Trust in partnership with King's College London, and by the NIHR Cardiovascular MedTech Co‐operatives Healthcare at Guy’s and St Thomas' NHS Foundation Trust.
Publisher Copyright:
© 2021 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2022/2
Y1 - 2022/2
N2 - Purpose: To investigate the use of a high flip-angle (HFA) balanced SSFP (bSSFP) reference image (in comparison to conventional proton density [PD]–weighted reference images) for conversion of bSSFP myocardial perfusion images into dynamic T1 maps for improved myocardial blood flow (MBF) quantification at 1.5 T. Methods: The HFA-bSSFP (flip angle [FA] = 50°), PD gradient-echo (PD-GRE; FA = 5°), and PD-bSSFP (FA = 8°) reference images were acquired before a dual-sequence bSSFP perfusion acquisition. Simulations were used to study accuracy and precision of T1 and MBF quantification using the three techniques. The accuracy and precision of T1, and the precision and intersegment variability of MBF were compared among the three techniques in 8 patients under rest conditions. Results: In simulations, HFA-bSSFP demonstrated improved T1/MBF precision (higher T1/MBF SD of 30%-80%/50%-100% and 30%-90%/60%-115% for PD-GRE and PD-bSSFP, respectively). Proton density–GRE and PD-bSSFP were more sensitive to effective FA than HFA-bSSFP (maximum T1/MBF errors of 13%/43%, 20%/43%, and 1%/3%, respectively). Sensitivity of all techniques (defined as T1/MBF errors) to native T1, native T2, and effective saturation efficiency were negligible (<1%/<1%), moderate (<14%/<19%), and high (<63%/<94%), respectively. In vivo, no difference in T1 accuracy was observed among HFA-bSSFP, PD-GRE, and PD-bSSFP (−9 ± 44 ms vs −28 ± 55 ms vs −22 ± 71 ms, respectively; p >.08). The HFA-bSSFP led to improved T1/MBF precision (T1/MBF SD: 41 ± 19 ms/0.24 ± 0.08 mL/g/min vs PD-GRE: 48 ± 20 ms/0.29 ± 0.09 mL/g/min and PD-bSSFP: 59 ± 23 ms/0.33 ± 0.11 mL/g/min; p ≤.02) and lower MBF intersegment variability (0.14 ± 0.09 mL/g/min vs PD-GRE: 0.21 ± 0.09 mL/g/min and PD-bSSFP: 0.20 ± 0.10 mL/g/min; p ≤.046). Conclusion: We have demonstrated the feasibility of using a HFA-bSSFP reference image for MBF quantification of bSSFP perfusion imaging at 1.5 T. Results from simulations demonstrate that the HFA-bSSFP reference image results in improved precision and reduced sensitivity to effective FA compared with conventional techniques using a PD reference image. Preliminary in vivo data acquired at rest also demonstrate improved precision and intersegment variability using the HFA-bSSFP technique compared with PD techniques; however, a clinical study in patients with coronary artery disease under stress conditions is required to determine the clinical significance of this finding.
AB - Purpose: To investigate the use of a high flip-angle (HFA) balanced SSFP (bSSFP) reference image (in comparison to conventional proton density [PD]–weighted reference images) for conversion of bSSFP myocardial perfusion images into dynamic T1 maps for improved myocardial blood flow (MBF) quantification at 1.5 T. Methods: The HFA-bSSFP (flip angle [FA] = 50°), PD gradient-echo (PD-GRE; FA = 5°), and PD-bSSFP (FA = 8°) reference images were acquired before a dual-sequence bSSFP perfusion acquisition. Simulations were used to study accuracy and precision of T1 and MBF quantification using the three techniques. The accuracy and precision of T1, and the precision and intersegment variability of MBF were compared among the three techniques in 8 patients under rest conditions. Results: In simulations, HFA-bSSFP demonstrated improved T1/MBF precision (higher T1/MBF SD of 30%-80%/50%-100% and 30%-90%/60%-115% for PD-GRE and PD-bSSFP, respectively). Proton density–GRE and PD-bSSFP were more sensitive to effective FA than HFA-bSSFP (maximum T1/MBF errors of 13%/43%, 20%/43%, and 1%/3%, respectively). Sensitivity of all techniques (defined as T1/MBF errors) to native T1, native T2, and effective saturation efficiency were negligible (<1%/<1%), moderate (<14%/<19%), and high (<63%/<94%), respectively. In vivo, no difference in T1 accuracy was observed among HFA-bSSFP, PD-GRE, and PD-bSSFP (−9 ± 44 ms vs −28 ± 55 ms vs −22 ± 71 ms, respectively; p >.08). The HFA-bSSFP led to improved T1/MBF precision (T1/MBF SD: 41 ± 19 ms/0.24 ± 0.08 mL/g/min vs PD-GRE: 48 ± 20 ms/0.29 ± 0.09 mL/g/min and PD-bSSFP: 59 ± 23 ms/0.33 ± 0.11 mL/g/min; p ≤.02) and lower MBF intersegment variability (0.14 ± 0.09 mL/g/min vs PD-GRE: 0.21 ± 0.09 mL/g/min and PD-bSSFP: 0.20 ± 0.10 mL/g/min; p ≤.046). Conclusion: We have demonstrated the feasibility of using a HFA-bSSFP reference image for MBF quantification of bSSFP perfusion imaging at 1.5 T. Results from simulations demonstrate that the HFA-bSSFP reference image results in improved precision and reduced sensitivity to effective FA compared with conventional techniques using a PD reference image. Preliminary in vivo data acquired at rest also demonstrate improved precision and intersegment variability using the HFA-bSSFP technique compared with PD techniques; however, a clinical study in patients with coronary artery disease under stress conditions is required to determine the clinical significance of this finding.
KW - myocardial blood flow
KW - myocardial perfusion
KW - perfusion quantification
KW - T mapping
UR - http://www.scopus.com/inward/record.url?scp=85115340578&partnerID=8YFLogxK
U2 - 10.1002/mrm.29019
DO - 10.1002/mrm.29019
M3 - Article
C2 - 34554603
AN - SCOPUS:85115340578
SN - 0740-3194
VL - 87
SP - 702
EP - 717
JO - Magnetic Resonance in Medicine
JF - Magnetic Resonance in Medicine
IS - 2
ER -