MyoFold: Joint myocardial tissue composition and wall motion quantification via a highly folded sequence

Author:

Guo Rui1ORCID,Fan Yingwei1,Liu Bowei2,Qian Xiaofeng1,Dai Jiahuan1ORCID,Si Dongyue2ORCID,Wang Yuanyuan3,Wang Ancong1,Dong Guozhao1,Jin Yongsheng4,Xiao Jingjing5,Ding Haiyan2,Tang Xiaoying1

Affiliation:

1. School of Medical Technology Beijing Institute of Technology Beijing China

2. Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine Tsinghua University Beijing China

3. School of Optics and Photonics Beijing Institute of Technology Beijing China

4. Department of Infectious Diseases The Affiliated Hospital of Yan'an University Shaanxi China

5. Bio‐Med Informatics Research Center and Clinical Research Center, Xinqiao Hospital Army Medical University Chongqing China

Abstract

AbstractPurposeThis study aims to develop and evaluate a novel cardiovascular MR sequence, MyoFold, designed for the simultaneous quantifications of myocardial tissue composition and wall motion.MethodsMyoFold is designed as a 2D single breathing‐holding sequence, integrating joint T1/T2 mapping and cine imaging. The sequence uses a 2‐fold accelerated balanced SSFP (bSSFP) for data readout and incorporates electrocardiogram synchronization to align with the cardiac cycle. MyoFold initially acquires six single‐shot inversion‐recovery images, completed during the diastole of six successive heartbeats. T2 preparation (T2‐prep) is applied to introduce T2 weightings for the last three images. Subsequently, over the following six heartbeats, segmented bSSFP is performed for the movie of the entire cardiac cycle, synchronized with an electrocardiogram. A neural network trained using numerical simulations of MyoFold is used for T1 and T2 calculations. MyoFold was validated through phantom and in vivo experiments, with comparisons made against MOLLI, SASHA, T2‐prep bSSFP, and the conventional cine.ResultsIn phantom studies, MyoFold exhibited a 10% overestimation in T1 measurements, whereas T2 measurements demonstrated high accuracy. In vivo experiments revealed that MyoFold T1 had comparable accuracy to SASHA and precision similar to MOLLI. MyoFold demonstrated good agreement with T2‐prep bSSFP in myocardial T2 measurements. No significant differences were observed in the quantification of left‐ventricle wall thickness and function between MyoFold and the conventional cine.ConclusionMyoFold presents as a rapid, simple, and multitasking approach for quantitative cardiovascular MR examinations, offering simultaneous assessment of tissue composition and wall motion. The sequence's multitasking capabilities make it a promising tool for comprehensive cardiac evaluations in clinical settings.

Funder

Beijing Institute of Technology

Beijing Natural Science Foundation

National Natural Science Foundation of China

Publisher

Wiley

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