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大脑中基于相关性加权的钠磁共振指纹成像

Correlation-weighted Na magnetic resonance fingerprinting in the brain.

作者信息

O'Donnell Lauren F, Rodriguez Gonzalo G, Lemberskiy Gregory, Yu Zidan, Dergachyova Olga, Cloos Martijn, Madelin Guillaume

机构信息

Center for Biomedical Imaging, Department of Radiology, NYU Grossman School of Medicine, New York, NY, USA.

NMR Signal Enhancement, Max Planck Institute for Multidisciplinary Sciences, Göttingen, Germany.

出版信息

ArXiv. 2024 Dec 11:arXiv:2412.07006v2.

PMID:39713800
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11661289/
Abstract

We developed a new sodium magnetic resonance fingerprinting (Na MRF) method for the simultaneous mapping of and sodium density with built-in (radiofrequency transmission inhomogeneities) and corrections (frequency offsets). We based our Na MRF implementation on a 3D FLORET sequence with 23 radiofrequency pulses. To capture the complex spin dynamics of the Na nucleus, the fingerprint dictionary was simulated using the irreducible spherical tensor operators formalism. The dictionary contained 831,512 entries covering a wide range of factor and parameters. Fingerprint matching was performed using the Pearson correlation and the resulting relaxation maps were weighted with a subset of the highest correlation coefficients corresponding to signal matches for each voxel. Our Na MRF method was compared against reference methods in a 7-compartment phantom, and applied in brain in five healthy volunteers at 7 T. In phantoms, Na MRF produced values comparable to those obtained with reference methods. Average sodium relaxation time values in cerebrospinal fluid, gray matter and white matter across five healthy volunteers were in good agreement with values previously reported in the literature.

摘要

我们开发了一种新的钠磁共振指纹图谱(Na MRF)方法,用于同时绘制钠浓度和密度图,并具有内置的B1(射频传输不均匀性)和B0(频率偏移)校正功能。我们的Na MRF实现基于具有23个射频脉冲的3D FLORET序列。为了捕捉钠原子核复杂的自旋动力学,使用不可约球张量算符形式模拟了指纹字典。该字典包含831,512个条目,涵盖了广泛的弛豫因子和化学位移参数。使用皮尔逊相关性进行指纹匹配,并使用与每个体素的信号匹配对应的最高相关系数子集对所得的弛豫图进行加权。我们的Na MRF方法在一个7腔模型中与参考方法进行了比较,并应用于7名健康志愿者的大脑中。在模型中,Na MRF产生的值与参考方法获得的值相当。五名健康志愿者脑脊液、灰质和白质中的平均钠弛豫时间值与文献中先前报道的值高度一致。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/cbbb7b26973b/nihpp-2412.07006v3-f0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/02255c574571/nihpp-2412.07006v3-f0001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/0a00e243a0f1/nihpp-2412.07006v3-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/6e1f5197832a/nihpp-2412.07006v3-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/cbbb7b26973b/nihpp-2412.07006v3-f0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/02255c574571/nihpp-2412.07006v3-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/40e8cd8a485c/nihpp-2412.07006v3-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/a2c19e52fd40/nihpp-2412.07006v3-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/a208887171ab/nihpp-2412.07006v3-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/0a00e243a0f1/nihpp-2412.07006v3-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/6e1f5197832a/nihpp-2412.07006v3-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab98/12281879/cbbb7b26973b/nihpp-2412.07006v3-f0007.jpg

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本文引用的文献

1
Recent technical developments and clinical research applications of sodium (Na) MRI.钠(Na)磁共振成像的最新技术进展及临床研究应用
Prog Nucl Magn Reson Spectrosc. 2023 Nov-Dec;138-139:1-51. doi: 10.1016/j.pnmrs.2023.04.002. Epub 2023 Apr 18.
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Repeatability of simultaneous 3D H MRF/Na MRI in brain at 7 T.7T 下大脑同步 3D H MRF/Na MRI 的可重复性。
Sci Rep. 2022 Aug 19;12(1):14156. doi: 10.1038/s41598-022-18388-1.
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Increased brain tissue sodium concentration in Friedreich ataxia: A multimodal MR imaging study.
弗里德里希共济失调患者脑组织钠离子浓度升高:一项多模态磁共振成像研究。
Neuroimage Clin. 2022;34:103025. doi: 10.1016/j.nicl.2022.103025. Epub 2022 Apr 26.
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What can 7T sodium MRI tell us about cellular energy depletion and neurotransmission in Alzheimer's disease?7T 钠离子 MRI 能告诉我们阿尔茨海默病中细胞能量耗竭和神经递质传递的什么信息?
Alzheimers Dement. 2021 Nov;17(11):1843-1854. doi: 10.1002/alz.12501. Epub 2021 Dec 2.
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A radially interleaved sodium and proton coil array for brain MRI at 7 T.一种用于 7T 脑 MRI 的径向交错钠质子线圈阵列
NMR Biomed. 2021 Dec;34(12):e4608. doi: 10.1002/nbm.4608. Epub 2021 Sep 3.
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3D sodium ( Na) magnetic resonance fingerprinting for time-efficient relaxometric mapping.用于高效弛豫测量的三维(3D)钠离子磁共振指纹成像技术。
Magn Reson Med. 2021 Nov;86(5):2412-2425. doi: 10.1002/mrm.28873. Epub 2021 Jun 1.
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Global decrease in brain sodium concentration after mild traumatic brain injury.轻度创伤性脑损伤后大脑钠浓度的全球下降。
Brain Commun. 2021 Mar 23;3(2):fcab051. doi: 10.1093/braincomms/fcab051. eCollection 2021.
8
Evaluation of Sodium (Na) MR-imaging as a Biomarker and Predictor for Neurodegenerative Changes in Patients With Alzheimer's Disease.钠离子(Na)磁共振成像在阿尔茨海默病患者神经退行性改变中的生物标志物和预测评估。
In Vivo. 2021 Jan-Feb;35(1):429-435. doi: 10.21873/invivo.12275.
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Magnetic resonance fingerprinting: from evolution to clinical applications.磁共振指纹成像:从发展到临床应用。
J Med Radiat Sci. 2020 Dec;67(4):333-344. doi: 10.1002/jmrs.413. Epub 2020 Jun 28.
10
Sodium relaxometry using Na MR fingerprinting: A proof of concept.使用钠磁共振指纹图谱的钠弛豫测量法:概念验证。
Magn Reson Med. 2020 Nov;84(5):2577-2591. doi: 10.1002/mrm.28316. Epub 2020 Jun 18.