Emerging metabolic imaging and spectroscopic methods to study neurodegenerative diseases

S. Chawla, G. Verma, Ravi Prakash Reddy Nanga, S. Mohan, Harish Poptani
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Abstract

Proton magnetic resonance spectroscopy (1H-MRS) allows non-invasive assessment of the metabolic landscape of biological tissue. Despite demonstrating promising findings in clinical practice, single-voxel or single-slice two-dimensional 1H-MRS methods present a few challenges mainly related to limited spatial coverage and low spatial and spectral resolutions. In the recent past, the advent of more sophisticated metabolic imaging and spectroscopic sequences, such as three-dimensional echoplanar spectroscopic imaging (3D-EPSI), two-dimensional correlation spectroscopy (2D-COSY), and chemical exchange saturation technique (CEST) has revolutionized the field of metabolomics. For the metabolic characterization of diffused neurodegenerative diseases, whole brain coverage is essential for a comprehensive overview of the topography and understanding of the underlying pathophysiological processes. The 3D-EPSI sequence allows the acquisition of whole brain (volumetric) metabolite maps with high spatial resolution.1 These metabolite maps can be co-registered to anatomical images for facilitating the mapping of metabolite alterations from different brain regions in a single session, thus providing the true spatial extent of a global disease. The potential of 3D‐EPSI in characterizing several neurological and neurodegenerative disorders has been reported. On conventional one-dimensional 1H-MRS, spectral peaks due to methyl, methylene, and methine protons from N-acetyl aspartate, glutamate, glutamine, gamma-aminobutyric acid, and taurine extensively overlap in the spectral region of 2-4 ppm, often confounding the reliable detection and quantification of these metabolites. In contrast, 2D-COSY offers unambiguous identification of potentially overlapping resonances by dispersing the multiplet structure of scalar (J)-coupled spin systems into a second spectral dimension,2 especially at higher field strength3,4 and by exploiting the unlikely possibility that two metabolites would share identical chemical shifts in two-dimensions. Due to technical limitations and long acquisition time, 2D-COSY sequence has not been widely used to study neurodegenerative diseases. However, future modifications would benefit from implementing faster acquisition schemes and improved spectral fitting methods for data analysis. We believe that these new approaches could make the clinical applications of the 2D-COSY sequence faster, easier, and more versatile. CEST is a relatively novel metabolic imaging modality that allows the detection of specific exogenous and endogenous metabolites/molecules present at millimolar concentrations. Exchangeable solute protons present in chemical functional groups such as amide (-CONH), amine (-NH2) or hydroxyl (-OH) resonate at a frequency different from bulk water protons. These labile protons are selectively saturated using radiofrequency irradiation, which is subsequently transferred to the bulk water pool, leading to a decrease in the water signal intensity proportional to the concentration of solute molecules, number of labile protons and proton exchange rate.5 CEST offers more than two orders of magnitude higher sensitivity compared to 1H-MRS in detecting metabolites such as glutamate, creatine, myoinositol and mobile peptides.5 While amide proton transfer (APT) imaging has been investigated in various neurological disorders, other CEST imaging techniques such as glutamate-CEST, creatine-CEST have been performed only in pre-clinical or pilot clinical studies related to neurodegenerative diseases. We believe that these newer developments in metabolic imaging techniques will have a significant impact in reshaping our understanding of biochemical profiles of various neurodegenerative diseases. However, standardization and harmonization of acquisition parameters are required for fast-tracking the implementation of these metabolic techniques into routine clinical workflow.
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新兴的代谢成像和光谱方法研究神经退行性疾病
质子磁共振波谱(1H-MRS)允许对生物组织的代谢景观进行非侵入性评估。尽管在临床实践中显示出有希望的发现,但单体素或单片二维1H-MRS方法存在一些挑战,主要与有限的空间覆盖和低空间和光谱分辨率有关。近年来,更复杂的代谢成像和光谱序列的出现,如三维回声平面光谱成像(3D-EPSI),二维相关光谱(2D-COSY)和化学交换饱和技术(CEST)已经彻底改变了代谢组学领域。对于弥漫性神经退行性疾病的代谢表征,全脑覆盖对于全面概述地形和理解潜在的病理生理过程至关重要。3D-EPSI序列可以获得高空间分辨率的全脑(体积)代谢物图谱这些代谢物图谱可以与解剖学图像共同注册,以促进在一次会议中绘制来自不同大脑区域的代谢物变化,从而提供全球疾病的真实空间范围。已经报道了3D - EPSI在几种神经和神经退行性疾病表征中的潜力。在传统的一维1H-MRS中,n -乙酰天冬氨酸、谷氨酸、谷氨酰胺、γ -氨基丁酸和牛磺酸的甲基、亚甲基和甲基质子在2-4 ppm的光谱区域广泛重叠,经常混淆这些代谢物的可靠检测和定量。相比之下,2D-COSY通过将标量(J)耦合自旋系统的多重结构分散到第二个光谱维度,特别是在更高的场强度下,以及利用两种代谢物在二维中共享相同化学位移的不太可能的可能性,提供了潜在重叠共振的明确识别。由于技术限制和获取时间较长,2D-COSY序列尚未广泛用于神经退行性疾病的研究。然而,未来的改进将受益于实施更快的采集方案和改进的光谱拟合方法进行数据分析。我们相信这些新方法可以使2D-COSY序列的临床应用更快、更容易、更通用。CEST是一种相对较新的代谢成像方式,可以检测特定的外源性和内源性代谢物/分子,以毫摩尔浓度存在。在酰胺(-CONH)、胺(-NH2)或羟基(-OH)等化学官能团中存在的可交换溶质质子的共振频率与大量水质子不同。这些不稳定质子被射频辐射选择性地饱和,随后被转移到大量的水池中,导致水信号强度的降低与溶质分子的浓度、不稳定质子的数量和质子交换率成正比在检测代谢物如谷氨酸、肌酸、肌醇和流动肽时,CEST的灵敏度比1H-MRS高两个数量级以上虽然酰胺质子转移(APT)成像已经在各种神经系统疾病中进行了研究,但其他CEST成像技术,如谷氨酸-CEST、肌酸-CEST,仅在与神经退行性疾病相关的临床前或临床试验中进行。我们相信这些代谢成像技术的新发展将对重塑我们对各种神经退行性疾病的生化特征的理解产生重大影响。然而,为了将这些代谢技术快速应用到常规临床工作流程中,需要标准化和协调采集参数。
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