T1 mapping of myocardium in rats using self-gated golden-angle acquisition
Language English Country United States Media print-electronic
Document type Journal Article, Research Support, Non-U.S. Gov't
PubMed
37811699
DOI
10.1002/mrm.29846
Knihovny.cz E-resources
- Keywords
- MRI, T1, cardiac, fibrosis, quantification, remodeling, retrospective gating,
- MeSH
- Phantoms, Imaging MeSH
- Rats MeSH
- Magnetic Resonance Imaging methods MeSH
- Myocardium * MeSH
- Image Processing, Computer-Assisted methods MeSH
- Reproducibility of Results MeSH
- Imaging, Three-Dimensional * methods MeSH
- Animals MeSH
- Check Tag
- Rats MeSH
- Animals MeSH
- Publication type
- Journal Article MeSH
- Research Support, Non-U.S. Gov't MeSH
PURPOSE: The aim of this study is to design a method of myocardial T1 quantification in small laboratory animals and to investigate the effects of spatiotemporal regularization and the needed acquisition duration. METHODS: We propose a compressed-sensing approach to T1 quantification based on self-gated inversion-recovery radial two/three-dimensional (2D/3D) golden-angle stack-of-stars acquisition with image reconstruction performed using total-variation spatiotemporal regularization. The method was tested on a phantom and on a healthy rat, as well as on rats in a small myocardium-remodeling study. RESULTS: The results showed a good match of the T1 estimates with the results obtained using the ground-truth method on a phantom and with the literature values for rats myocardium. The proposed 2D and 3D methods showed significant differences between normal and remodeling myocardium groups for acquisition lengths down to approximately 5 and 15 min, respectively. CONCLUSIONS: A new 2D and 3D method for quantification of myocardial T1 in rats was proposed. We have shown the capability of both techniques to distinguish between normal and remodeling myocardial tissue. We have shown the effects of image-reconstruction regularization weights and acquisition length on the T1 estimates.
Department of Pharmacology Faculty of Medicine Masaryk University Brno Czechia
Department of Physiology Masaryk University Faculty of Medicine Brno Czechia
Faculty of Electrical Engineering and Communication Brno University of Technology Brno Czechia
Institute of Scientific Instruments Czech Academy of Sciences Brno Czechia
School of Medicine University of Utah Salt Lake City Utah USA
Viterbi School of Engineering University of Southern California Los Angeles California USA
See more in PubMed
Puntmann VO, Peker E, Chandrashekhar Y, Nagel E. T1 mapping in characterizing myocardial disease: a comprehensive review. Circ Res. 2016;119:277-299.
Radenkovic D, Weingärtner S, Ricketts L, Moon JC, Captur G. T1 mapping in cardiac MRI. Heart Fail Rev. 2017;22:415-430.
Chakeres DW, Kangarlu A, Boudoulas H, Young DC. Effect of static magnetic field exposure of up to 8 tesla on sequential human vital sign measurements. J Magn Reson Imaging. 2003;18:346-352.
Winter P, Kampf T, Helluy X, et al. Self-navigation under non-steady-state conditions: cardiac and respiratory self-gating of inversion recovery snapshot FLASH acquisitions in mice. Magn Reson Med. 2016;76:1887-1894.
Gensler D, Salinger T, Düring M, et al. Real-time triggered RAdial single-shot inversion recovery for arrhythmia-insensitive myocardial T1 mapping: motion phantom validation and in vivo comparison. Magn Reson Med. 2019;81:1714-1725.
Han P, Zhang R, Wagner S, et al. Electrocardiogram-less, free-breathing myocardial extracellular volume fraction mapping in small animals at high heart rates using motion-resolved cardiovascular magnetic resonance multitasking: a feasibility study in a heart failure with preserved ejection fraction rat model. J Cardiovasc Magn Reson. 2021;23:8.
Coolen BF, Geelen T, Paulis LEM, Nauerth A, Nicolay K, Strijkers GJ. Three-dimensional T1 mapping of the mouse heart using variable flip angle steady-state MR imaging. NMR Biomed. 2011;24:154-162.
Wang L, Chen Y, Zhang B, et al. Self-gated late gadolinium enhancement at 7T to image rats with Reperfused acute myocardial infarction. Korean J Radiol. 2018;19:247-255.
di Sopra L, Piccini D, Coppo S, Stuber M, Yerly J, Yerly J. An automated approach to fully self-gated free-running cardiac and respiratory motion-resolved 5D whole-heart MRI. Magn Reson Med. 2019;82:2118-2132.
Wang X, Rosenzweig S, Roeloffs V, et al. Free-breathing myocardial T1 mapping using inversion-recovery radial FLASH and motion-resolved model-based reconstruction. Magn Reson Med. 2023;89:1368-1384.
Laflamme MA, Sebastian MM, Buetow BS. 10 - Cardiovascular. In: Treuting Piper M, Dintzis Suzanne M, eds. Comparative Anatomy and Histology. Academic Press; 2012:135-153.
Tsukamoto A, Serizawa K, Sato R, Yamazaki J, Inomata T. Vital signs monitoring during injectable and inhalant anesthesia in mice. Exp Anim. 2014;64:57-64.
Laboratory Animal Medicine Unit, University of Michigan. Guidelines on Anesthesia and Analgesia in Rats. 2022.
Zhang H, Ye Q, Zheng J, Schelbert EB, Hitchens TK, Ho C. Improve myocardial T1 measurement in rats with a new regression model: application to myocardial infarction and beyond. Magn Reson Med. 2014;72:737-748.
Smit H, Guridi RP, Guenoun J, et al. T1 mapping in the rat myocardium at 7 tesla using a modified CINE inversion recovery sequence. J Magn Reson Imaging. 2014;39:901-910.
Weingärtner S, Meßner NM, Budjan J, et al. Myocardial T1-mapping at 3T using saturation-recovery: reference values, precision and comparison with MOLLI. J Cardiovasc Magn Reson. 2016;18:84.
Cruz G, Jaubert O, Botnar RM, Prieto C. Cardiac magnetic resonance fingerprinting: technical developments and initial clinical validation. Curr Cardiol Rep. 2019;21:91.
Zhou R, Wang J, Weller DS, Yang Y, Mugler JP III, Salerno M. Free-breathing self-gated continuous-IR spiral T1 mapping: comparison of dual flip-angle and Bloch-Siegert B1-corrected techniques. Magn Reson Med. 2022;88:1068-1080.
Messroghli D, Nordmeyer S, Dietrich T, et al. Assessment of diffuse myocardial fibrosis in rats using small-animal look-locker inversion recovery T1 mapping. Circ Cardiovasc Imaging. 2011;4:636-640.
Messroghli D, Radjenovic A, Kozerke S, Higgins DM, Sivananthan MU, Ridgway JP. Modified Look-Locker inversion recovery (MOLLI) for high-resolutionT1 mapping of the heart. Magn Reson Med. 2004;52:141-146.
Messroghli DR, Nordmeyer S, Buehrer M, et al. Small animal look-locker inversion recovery (SALLI) for simultaneous generation of cardiac T1 maps and cine and inversion recovery-prepared images at high heart rates: initial experience. Radiology. 2011;261:258-265.
Nezafat M, Ramos IT, Henningsson M, Protti A, Basha T, Botnar RM. Improved segmented modified look-locker inversion recovery T1 mapping sequence in mice. PloS One. 2017;12:e0187621.
Speidel T, Meyer CH, Rasche V. Chapter 30 - Non-cartesian imaging. In: van der Kouwe André JW, Andre Jalál B, eds. Motion Correction in MR. Advances in Magnetic Resonance Technology and Applications. Vol 6. Academic Press; 2022:481-498.
Vitous J. MRI of rat's heart and T1 quantification. In Aubrecht V, (ed.), Proceedings II of the 27th Student EEICT 2021. Brno University of Technology. 2021.
Zhou Z, Han F, Yan L, Wang DJJ, Hu P. Golden-ratio rotated stack-of-stars acquisition for improved volumetric MRI. Magn Reson Med. 2017;78:2290-2298.
Mendes JK, Adluru G, Likhite D, et al. Quantitative 3D myocardial perfusion with an efficient arterial input function. Magn Reson Med. 2020;83:1949-1963.
Bydder M. Marcsous/nufft_3d: MATLAB implementation of non-uniform fast Fourier transform in 3D.
Fessler J. Michigan Image Reconstruction Toolbox.
Maier O, Schoormans J, Schloegl M, et al. Rapid T1 quantification from high resolution 3D data with model-based reconstruction. Magn Reson Med. 2019;81:2072-2089.
Fujisawa G, Dilley R, Fullerton MJ, Funder JW. Experimental cardiac fibrosis: differential time course of responses to mineralocorticoid-salt administration. Endocrinology. 2001;142:3625-3631.
De Boer RA, De Keulenaer G, Bauersachs J, et al. Towards better definition, quantification and treatment of fibrosis in heart failure. A scientific roadmap by the Committee of Translational Research of the Heart Failure Association (HFA) of the European Society of Cardiology. Eur J Heart Fail. 2019;21:272-285.
Bankhead P, Loughrey MB, Fernández JA, et al. QuPath: open source software for digital pathology image analysis. Sci Rep. 2017;7:16878.
Robinson AA, Chow K, Salerno M. Myocardial T1 and ECV measurement: underlying concepts and technical considerations. JACC Cardiovasc Imaging. 2019;12:2332-2344. Special issue: imaging the interstitium.
Wang X, Tan Z, Scholand N, Roeloffs V, Uecker M. Physics-based reconstruction methods for magnetic resonance imaging. Phil Trans R Soc A. 2021;379:20200196.
Heart remodelling affects ECG in rat DOCA/salt model