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Cardiac Magnetic Resonance Imaging in a 7 Tesla Magnetic Field: Initial Experience with Hydrogen and Sodium Nuclei

Cardiac Magnetic Resonance (CMR); Ultra-high Field (UHF); 7 Tesla; Sodium Image (23Na)

Introduction

The cellular integrity of myocardial tissue is crucial information to evaluate the viability of the heart.11. Graessl A, Ruehle A, Waiczies H, Resetar A, Hoffmann SH, Rieger J, et al. Sodium MRI of the Human Heart at 7.0 T: Preliminary Results. NMR Biomed. 2015;28(8):967-75. doi: 10.1002/nbm.3338.
https://doi.org/10.1002/nbm.3338...
Cardiac magnetic resonance imaging (CMR) is considered the gold standard method for functional analysis of the heart, and it plays an essential role in the diagnosis of several cardiomyopathies, including myocardial infarction.22. Ibrahim EH, Arpinar VE, Muftuler LT, Stojanovska J, Nencka AS, Koch KM. Cardiac Functional Magnetic Resonance Imaging at 7T: Image Quality Optimization and Ultra-High Field Capabilities. World J Radiol. 2020;12(10):231-46. doi: 10.4329/wjr.v12.i10.231.
https://doi.org/10.4329/wjr.v12.i10.231...
When there is a failure in the energy supply of heart cells, there occurs a decrease in blood flow in certain regions, which can lead to cell death. CMR can assess the viability of cardiac tissue by means of interaction with the protons present in this tissue, the hydrogen nucleus being the most common for this purpose.33. Qureshi WT, Nasir UB. Principals and Clinical Applications of Magnetic Resonance Cardiac Spectroscopy in Heart Failure. Heart Fail Rev. 2017;22(4):491-9. doi: 10.1007/s10741-017-9611-x.
https://doi.org/10.1007/s10741-017-9611-...

In recent years, another nucleus has emerged as a possible ischemic marker of the heart, namely, sodium. Studies carried out in animals have shown that the evolution of the ischemic process is directly correlated with the accumulation of intracellular sodium.44. Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
https://doi.org/10.1161/01.res.87.8.648...
In this ischemic process, the function of the sodium-potassium pump is compromised, generating an imbalance in the concentration of this electrolyte,11. Graessl A, Ruehle A, Waiczies H, Resetar A, Hoffmann SH, Rieger J, et al. Sodium MRI of the Human Heart at 7.0 T: Preliminary Results. NMR Biomed. 2015;28(8):967-75. doi: 10.1002/nbm.3338.
https://doi.org/10.1002/nbm.3338...
, 55. Boehmert L, Kuehne A, Waiczies H, Wenz D, Eigentler TW, Funk S, et al. Cardiorenal Sodium MRI at 7.0 Tesla Using a 4/4 Channel 1 H/23 Na Radiofrequency Antenna Array. Magn Reson Med. 2019;82(6):2343-56. doi: 10.1002/mrm.27880.
https://doi.org/10.1002/mrm.27880...
, 66. Lott J, Platt T, Niesporek SC, Paech D, Behl NGR, Niendorf T, et al. Corrections of Myocardial Tissue Sodium Concentration Measurements in Human Cardiac 23 Na MRI at 7 Tesla. Magn Reson Med. 2019;82(1):159-73. doi: 10.1002/mrm.27703.
https://doi.org/10.1002/mrm.27703...
leading to influx of sodium into the intracellular environment. Studies also suggest that sodium concentration is directly related to the extent of ischemic injury.77. Hillenbrand HB, Becker LC, Kharrazian R, Hu K, Rochitte CE, Kim RJ, et al. 23Na MRI Combined with Contrast-Enhanced 1H MRI Provides In Vivo Characterization of Infarct Healing. Magn Reson Med. 2005;53(4):843-50. doi: 10.1002/mrm.20417.
https://doi.org/10.1002/mrm.20417...
Sodium concentration is higher in the extracellular environment in normal physiological situations, but with failure in the function of the sodium-potassium pump, there is an influx of sodium into the intracellular environment, thus making it a potential marker for ischemic events in the heart.11. Graessl A, Ruehle A, Waiczies H, Resetar A, Hoffmann SH, Rieger J, et al. Sodium MRI of the Human Heart at 7.0 T: Preliminary Results. NMR Biomed. 2015;28(8):967-75. doi: 10.1002/nbm.3338.
https://doi.org/10.1002/nbm.3338...
, 55. Boehmert L, Kuehne A, Waiczies H, Wenz D, Eigentler TW, Funk S, et al. Cardiorenal Sodium MRI at 7.0 Tesla Using a 4/4 Channel 1 H/23 Na Radiofrequency Antenna Array. Magn Reson Med. 2019;82(6):2343-56. doi: 10.1002/mrm.27880.
https://doi.org/10.1002/mrm.27880...
, 66. Lott J, Platt T, Niesporek SC, Paech D, Behl NGR, Niendorf T, et al. Corrections of Myocardial Tissue Sodium Concentration Measurements in Human Cardiac 23 Na MRI at 7 Tesla. Magn Reson Med. 2019;82(1):159-73. doi: 10.1002/mrm.27703.
https://doi.org/10.1002/mrm.27703...
, 88. Resetar A, Hoffmann SH, Graessl A, Winter L, Waiczies H, Ladd ME, et al. Retrospectively-Gated CINE (23)Na Imaging of the Heart at 7.0 Tesla Using Density-Adapted 3D Projection Reconstruction. Magn Reson Imaging. 2015;33(9):1091-7. doi: 10.1016/j.mri.2015.06.012.
https://doi.org/10.1016/j.mri.2015.06.01...

CMR uses hydrogen nuclei due to the high availability and physical characteristics of the single proton that constitutes this nucleus. Sodium (23Na) began to be explored as a core biomarker in animals, but it showed some limitations, such as low concentration and gyromagnetic characteristics, mainly in equipment available for clinical use at 1.5 and 3 Tesla (T).11. Graessl A, Ruehle A, Waiczies H, Resetar A, Hoffmann SH, Rieger J, et al. Sodium MRI of the Human Heart at 7.0 T: Preliminary Results. NMR Biomed. 2015;28(8):967-75. doi: 10.1002/nbm.3338.
https://doi.org/10.1002/nbm.3338...
, 44. Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
https://doi.org/10.1161/01.res.87.8.648...
, 77. Hillenbrand HB, Becker LC, Kharrazian R, Hu K, Rochitte CE, Kim RJ, et al. 23Na MRI Combined with Contrast-Enhanced 1H MRI Provides In Vivo Characterization of Infarct Healing. Magn Reson Med. 2005;53(4):843-50. doi: 10.1002/mrm.20417.
https://doi.org/10.1002/mrm.20417...
With the advent of ultra-high-field resonance at 4.7 and 7 T, these limitations could be mitigated, further expanding the potential of CMR.22. Ibrahim EH, Arpinar VE, Muftuler LT, Stojanovska J, Nencka AS, Koch KM. Cardiac Functional Magnetic Resonance Imaging at 7T: Image Quality Optimization and Ultra-High Field Capabilities. World J Radiol. 2020;12(10):231-46. doi: 10.4329/wjr.v12.i10.231.
https://doi.org/10.4329/wjr.v12.i10.231...
, 44. Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
https://doi.org/10.1161/01.res.87.8.648...
, 77. Hillenbrand HB, Becker LC, Kharrazian R, Hu K, Rochitte CE, Kim RJ, et al. 23Na MRI Combined with Contrast-Enhanced 1H MRI Provides In Vivo Characterization of Infarct Healing. Magn Reson Med. 2005;53(4):843-50. doi: 10.1002/mrm.20417.
https://doi.org/10.1002/mrm.20417...
, 88. Resetar A, Hoffmann SH, Graessl A, Winter L, Waiczies H, Ladd ME, et al. Retrospectively-Gated CINE (23)Na Imaging of the Heart at 7.0 Tesla Using Density-Adapted 3D Projection Reconstruction. Magn Reson Imaging. 2015;33(9):1091-7. doi: 10.1016/j.mri.2015.06.012.
https://doi.org/10.1016/j.mri.2015.06.01...

Research has demonstrated that it is possible to assess sodium concentration ( Figure 1 ) and obtain sodium imaging with greater spatial resolution, due to the greater magnetic field that generates a higher signal, thus allowing the reconstruction of images with greater anatomical definition.22. Ibrahim EH, Arpinar VE, Muftuler LT, Stojanovska J, Nencka AS, Koch KM. Cardiac Functional Magnetic Resonance Imaging at 7T: Image Quality Optimization and Ultra-High Field Capabilities. World J Radiol. 2020;12(10):231-46. doi: 10.4329/wjr.v12.i10.231.
https://doi.org/10.4329/wjr.v12.i10.231...
, 88. Resetar A, Hoffmann SH, Graessl A, Winter L, Waiczies H, Ladd ME, et al. Retrospectively-Gated CINE (23)Na Imaging of the Heart at 7.0 Tesla Using Density-Adapted 3D Projection Reconstruction. Magn Reson Imaging. 2015;33(9):1091-7. doi: 10.1016/j.mri.2015.06.012.
https://doi.org/10.1016/j.mri.2015.06.01...

9. Marques F. A Morte Explica a Vida. Pesquisa Fapesp. 2015;229:15-21.
- 1010. Hock M, Terekhov M, Stefanescu MR, Lohr D, Herz S, Reiter T, et al. B0 Shimming of the Human Heart at 7T. Magn Reson Med. 2021;85(1):182-96. doi: 10.1002/mrm.28423.
https://doi.org/10.1002/mrm.28423...
Other studies have demonstrated the theoretical bases for the possibility of clinical use of sodium imaging in the assessment of the myocardium using 1.5 T equipment.1111. Parrish TB, Fieno DS, Fitzgerald SW, Judd RM. Theoretical Basis for Sodium and Potassium MRI of the Human Heart at 1.5 T. Magn Reson Med. 1997;38(4):653-61. doi: 10.1002/mrm.1910380420.
https://doi.org/10.1002/mrm.1910380420...
, 1212. Lee RF, Giaquinto R, Constantinides C, Souza S, Weiss RG, Bottomley PA. A Broadband Phased-Array System for Direct Phosphorus and Sodium Metabolic MRI on a Clinical Scanner. Magn Reson Med. 2000;43(2):269-77. doi: 10.1002/(sici)1522-2594(200002)43:2<269::aid-mrm14>3.0.co;2-j.
https://doi.org/10.1002/(sici)1522-2594(...
In 2000, Rochitte et al. demonstrated a correlation between sodium accumulation and myocardial necrosis in animals using 4.7 T equipment.44. Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
https://doi.org/10.1161/01.res.87.8.648...
The study also demonstrated the correlation between tissue viability and sodium concentration, where non-viable myocytes demonstrated an accumulation of sodium ( Figure 2 ). In subsequent research carried out at the National Institute of Health, sodium imaging of volunteers was performed in magnetic resonance equipment for clinical use with a 3.0 T magnetic field.11. Graessl A, Ruehle A, Waiczies H, Resetar A, Hoffmann SH, Rieger J, et al. Sodium MRI of the Human Heart at 7.0 T: Preliminary Results. NMR Biomed. 2015;28(8):967-75. doi: 10.1002/nbm.3338.
https://doi.org/10.1002/nbm.3338...
Figure 3 displays examples of the images obtained.1313. Gai ND, Rochitte C, Nacif MS, Bluemke DA. Optimized Three-Dimensional Sodium Imaging of the Human Heart on a Clinical 3T Scanner. Magn Reson Med. 2015;73(2):623-32. doi: 10.1002/mrm.25175.
https://doi.org/10.1002/mrm.25175...

Figure 1
– Long-axis imaging of the heart of a human volunteer, in the 4-chamber view, acquired in ultra-high-field magnetic resonance imaging (7 Tesla), showing sodium concentration in the heart. A higher concentration of sodium was observed in the blood (white) than in the myocardium (dark).

Figure 2
– Short-axis sodium imaging of the heart of a dog at 4.7 Tesla. Arrows: 1. Right ventricle. 2. Left ventricle. 3. Interventricular septum. (Personal archive of Rochitte et al. 44. Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
https://doi.org/10.1161/01.res.87.8.648...
).

Figure 3
– Short-axis sodium imaging of the heart of a human volunteer at 3 Tesla. Arrows: 1. Right ventricle. 2. Left ventricle. 3. Interventricular septum. (Personal archive Gai et al. 1313. Gai ND, Rochitte C, Nacif MS, Bluemke DA. Optimized Three-Dimensional Sodium Imaging of the Human Heart on a Clinical 3T Scanner. Magn Reson Med. 2015;73(2):623-32. doi: 10.1002/mrm.25175.
https://doi.org/10.1002/mrm.25175...
).

Currently, the use of CMR to analyze the extent of ischemic heart lesions, with hydrogen as the signal-generating nucleus, requires the use of gadolinium-based contrast to enhance heart structures and reveal the extracellular space. Delayed enhancement of the myocardium with definitive damage occurs after 10 to 15 minutes.1313. Gai ND, Rochitte C, Nacif MS, Bluemke DA. Optimized Three-Dimensional Sodium Imaging of the Human Heart on a Clinical 3T Scanner. Magn Reson Med. 2015;73(2):623-32. doi: 10.1002/mrm.25175.
https://doi.org/10.1002/mrm.25175...
The advantage of sodium imaging is that it makes it possible exclude the need for contrast.44. Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
https://doi.org/10.1161/01.res.87.8.648...
Currently, we work with specific pulse sequences for sodium analysis ( Figure 4 ), modified for better visualization of sodium in the cardiac axes.

Figure 4
– Panel A) Short-axis sodium imaging of the heart of a human volunteer at 7 Tesla. Arrows: 1. Sternal cartilage; due to the large amount of sodium, a hypersignal is observed. 2. Right ventricle. 3. Left ventricle. 4. Interventricular septum. Panel B) The same image with color look-up table.

Methods – pioneering research

In all of Latin America, the Magnetom 7T (Siemens Healthineers – GhMb) is the only high magnetic field equipment; it was essentially introduced for cadaver studies and research in the Autopsy Room Imaging Platform (PISA, acronym in Portuguese).99. Marques F. A Morte Explica a Vida. Pesquisa Fapesp. 2015;229:15-21. Over the past few years, diverse research projects in various areas of knowledge have been initiated, including cardiology.

Currently, studies focusing on CMR are part of the routine in research with this equipment. The protocols ( Tables 1 and 2 ) that use hydrogen and sodium imaging have undergone modifications with the objective of achieving the best image quality with both nuclei, given that cardiac exams in high-intensity fields, such as 7 T, pose numerous challenges. The challenges of cardiac examinations in high-field equipment include synchronization with the cardiac cycle, blood flow artifacts, and homogeneity of the magnetic field.1010. Hock M, Terekhov M, Stefanescu MR, Lohr D, Herz S, Reiter T, et al. B0 Shimming of the Human Heart at 7T. Magn Reson Med. 2021;85(1):182-96. doi: 10.1002/mrm.28423.
https://doi.org/10.1002/mrm.28423...
After the period of protocol adjustments, an evolution in the image quality was observed ( Figure 2 ), allowing the potential clinical use for diagnosing cardiomyopathies. Images were acquired with specific 4-channel coils that can tune both nuclei, sodium and hydrogen, without needing to modify the patient’s position or change equipment (dual-tune1H/23Na coil).

Table 1
– Protocol for cardiac magnetic resonance imaging at 7 Tesla

Table 2
– Detailed protocol for 23 Na cardiac magnetic resonance imaging at 7 Tesla

To obtain the signal of both nuclei, a dedicated radiofrequency antenna or coil (MRI.TOOLS GmbH) is also necessary. PISA has a hybrid model, dedicated to both nuclei and configured specifically for Magnetom 7T. The antenna is composed of 2 faces, one posterior and flat and another anterior slightly curved for better anatomical positioning. Both faces are composed of 2 semi-rectangular spirals, the larger being responsible for23Na tuning and the smaller for1H tuning. During image acquisition, we can alternate the element with which we wish to work and thus generate1H or23Na images.55. Boehmert L, Kuehne A, Waiczies H, Wenz D, Eigentler TW, Funk S, et al. Cardiorenal Sodium MRI at 7.0 Tesla Using a 4/4 Channel 1 H/23 Na Radiofrequency Antenna Array. Magn Reson Med. 2019;82(6):2343-56. doi: 10.1002/mrm.27880.
https://doi.org/10.1002/mrm.27880...
The radiofrequency antenna first arrived at PISA through the medical research laboratory, with the objective of generating morphofunctional images. Currently, it is the only configuration of its type in all of Latin America.

We performed 4 exams on volunteers with hydrogen and sodium imaging ( Table 3 ). To evaluate the images, we relied on review and classification of image quality by an experienced doctor, as follows: 1 – impaired, 2 – acceptable, 3 – adequate, and 4 – excellent. The calculation of the signal-to-noise ratio (SNR) was performed in the interventricular septum ( Figure 5 ) of the23Na images, following one of the methods present in the guidelines of the National Electrical Manufacturers Association, where SNR is equal to signal divided by standard deviation (NEMA Standards Publication MS 1-2008 R2014, R2020 - Determination of Signal-to-Noise Ratio [SNR] in Diagnostic Magnetic Resonance Imaging).

Table 3
– Volunteers for cardiac magnetic resonance imaging with classification of image quality: 1 – impaired, 2 – acceptable,3 – adequate, 4 – excellent. SNR calculated using the following equation: SNR = signal / standard deviation

Figure 5
– A and B) Short-axis sodium imaging of the heart of a human volunteer at 7 Tesla. In image A1) ROI* – SNR: 6.40 and ROI LV – SNR: 19.00. In image B1) ROI* – SNR: 9.82 and ROI LV – SNR: 20.40. Image with color look-up table. SNR calculated using the following equation: SNR = signal / standard deviation. The asterisk indicates the interventricular septum. LV: left ventricle; ROI: region of interest; RV: right ventricle; SNR: signal-to-noise ratio.

Sodium imaging (23Na)

The initial impressions with this type of exam have shown that the challenges described in the literature regarding ultra-high-field CMR are, in fact, limiting factors, especially in sodium imaging. Due to the gyromagnetic characteristics and sodium availability, we face the complex task of maintaining the homogeneity of the magnetic field. Despite the limitations and challenges, it was possible to generate sodium and hydrogen images with sufficient quality for anatomical assessment and sodium concentration in the cardiac chambers and muscle. Qualitatively, we also observed a relationship with a high signal in the blood, where there is a higher concentration of23Na, and little signal in the interventricular septum ( Figure 5 ), compared to normal situations.44. Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
https://doi.org/10.1161/01.res.87.8.648...
This research has opened a range of possibilities for future studies. With a larger sample of patients, we will be able to validate the method for clinical use and research in humans. The possible future applications for this technique include the identification of preliminary or incipient myocardial lesions, secondary to injury due to cardiotoxic medications, ischemia, inflammation, or infection. New images and mechanisms may be identified for chronic and progressive inflammatory processes, such as those that occur in autoimmune processes or chronic infections. Despite the challenges inherent in performing CMR at 7 T, our study has demonstrated that it is possible to generate images using hydrogen to assess cardiac anatomy. Furthermore, we have confirmed that images generated with sodium can be correlated with the anatomy of the heart. This result paves the way for future studies and potentially facilitates the clinical use of ultra-high-field CMR.

Referências

  • 1
    Graessl A, Ruehle A, Waiczies H, Resetar A, Hoffmann SH, Rieger J, et al. Sodium MRI of the Human Heart at 7.0 T: Preliminary Results. NMR Biomed. 2015;28(8):967-75. doi: 10.1002/nbm.3338.
    » https://doi.org/10.1002/nbm.3338
  • 2
    Ibrahim EH, Arpinar VE, Muftuler LT, Stojanovska J, Nencka AS, Koch KM. Cardiac Functional Magnetic Resonance Imaging at 7T: Image Quality Optimization and Ultra-High Field Capabilities. World J Radiol. 2020;12(10):231-46. doi: 10.4329/wjr.v12.i10.231.
    » https://doi.org/10.4329/wjr.v12.i10.231
  • 3
    Qureshi WT, Nasir UB. Principals and Clinical Applications of Magnetic Resonance Cardiac Spectroscopy in Heart Failure. Heart Fail Rev. 2017;22(4):491-9. doi: 10.1007/s10741-017-9611-x.
    » https://doi.org/10.1007/s10741-017-9611-x
  • 4
    Rochitte CE, Kim RJ, Hillenbrand HB, Chen EL, Lima JA. Microvascular Integrity and the Time Course of Myocardial Sodium Accumulation after Acute Infarction. Circ Res. 2000;87(8):648-55. doi: 10.1161/01.res.87.8.648.
    » https://doi.org/10.1161/01.res.87.8.648
  • 5
    Boehmert L, Kuehne A, Waiczies H, Wenz D, Eigentler TW, Funk S, et al. Cardiorenal Sodium MRI at 7.0 Tesla Using a 4/4 Channel 1 H/23 Na Radiofrequency Antenna Array. Magn Reson Med. 2019;82(6):2343-56. doi: 10.1002/mrm.27880.
    » https://doi.org/10.1002/mrm.27880
  • 6
    Lott J, Platt T, Niesporek SC, Paech D, Behl NGR, Niendorf T, et al. Corrections of Myocardial Tissue Sodium Concentration Measurements in Human Cardiac 23 Na MRI at 7 Tesla. Magn Reson Med. 2019;82(1):159-73. doi: 10.1002/mrm.27703.
    » https://doi.org/10.1002/mrm.27703
  • 7
    Hillenbrand HB, Becker LC, Kharrazian R, Hu K, Rochitte CE, Kim RJ, et al. 23Na MRI Combined with Contrast-Enhanced 1H MRI Provides In Vivo Characterization of Infarct Healing. Magn Reson Med. 2005;53(4):843-50. doi: 10.1002/mrm.20417.
    » https://doi.org/10.1002/mrm.20417
  • 8
    Resetar A, Hoffmann SH, Graessl A, Winter L, Waiczies H, Ladd ME, et al. Retrospectively-Gated CINE (23)Na Imaging of the Heart at 7.0 Tesla Using Density-Adapted 3D Projection Reconstruction. Magn Reson Imaging. 2015;33(9):1091-7. doi: 10.1016/j.mri.2015.06.012.
    » https://doi.org/10.1016/j.mri.2015.06.012
  • 9
    Marques F. A Morte Explica a Vida. Pesquisa Fapesp. 2015;229:15-21.
  • 10
    Hock M, Terekhov M, Stefanescu MR, Lohr D, Herz S, Reiter T, et al. B0 Shimming of the Human Heart at 7T. Magn Reson Med. 2021;85(1):182-96. doi: 10.1002/mrm.28423.
    » https://doi.org/10.1002/mrm.28423
  • 11
    Parrish TB, Fieno DS, Fitzgerald SW, Judd RM. Theoretical Basis for Sodium and Potassium MRI of the Human Heart at 1.5 T. Magn Reson Med. 1997;38(4):653-61. doi: 10.1002/mrm.1910380420.
    » https://doi.org/10.1002/mrm.1910380420
  • 12
    Lee RF, Giaquinto R, Constantinides C, Souza S, Weiss RG, Bottomley PA. A Broadband Phased-Array System for Direct Phosphorus and Sodium Metabolic MRI on a Clinical Scanner. Magn Reson Med. 2000;43(2):269-77. doi: 10.1002/(sici)1522-2594(200002)43:2<269::aid-mrm14>3.0.co;2-j.
    » https://doi.org/10.1002/(sici)1522-2594(200002)43:2<269::aid-mrm14>3.0.co;2-j
  • 13
    Gai ND, Rochitte C, Nacif MS, Bluemke DA. Optimized Three-Dimensional Sodium Imaging of the Human Heart on a Clinical 3T Scanner. Magn Reson Med. 2015;73(2):623-32. doi: 10.1002/mrm.25175.
    » https://doi.org/10.1002/mrm.25175
  • Study association
    This article is part of the thesis of doctoral submitted by Douglas Carli Silvia, from HCFMUSP/InRad - Ciências Radiólogicas.
  • Ethics approval and consent to participate
    This article does not contain any studies with human participants or animals performed by any of the authors.
  • Sources of funding: This study was funded by FINEP: Edital PROINFRA 2014 – Inter validação da Tomografia de Coerência Óptica e da Ressonância Nuclear Magnética 7T Como Ferramenta de Caracterização de Tecidos Biológicos - 0080/16.

Publication Dates

  • Publication in this collection
    07 Aug 2023
  • Date of issue
    2023

History

  • Received
    17 Oct 2022
  • Reviewed
    19 Mar 2023
  • Accepted
    10 May 2023
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