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神经黑色素敏感 MRI 在精神病学中的机制研究和生物标志物开发中的应用。

Neuromelanin-sensitive MRI for mechanistic research and biomarker development in psychiatry.

机构信息

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

出版信息

Neuropsychopharmacology. 2024 Nov;50(1):137-152. doi: 10.1038/s41386-024-01934-y. Epub 2024 Aug 19.

Abstract

Neuromelanin-sensitive MRI is a burgeoning non-invasive neuroimaging method with an increasing number of applications in psychiatric research. This MRI modality is sensitive to the concentration of neuromelanin, which is synthesized from intracellular catecholamines and accumulates in catecholaminergic nuclei including the dopaminergic substantia nigra and the noradrenergic locus coeruleus. Emerging data suggest the utility of neuromelanin-sensitive MRI as a proxy measure for variability in catecholamine metabolism and function, even in the absence of catecholaminergic cell loss. Given the importance of catecholamine function to several psychiatric disorders and their treatments, neuromelanin-sensitive MRI is ideally positioned as an informative and easy-to-acquire catecholaminergic index. In this review paper, we examine basic aspects of neuromelanin and neuromelanin-sensitive MRI and focus on its psychiatric applications in the contexts of mechanistic research and biomarker development. We discuss ongoing debates and state-of-the-art research into the mechanisms of the neuromelanin-sensitive MRI contrast, standardized protocols and optimized analytic approaches, and application of cutting-edge methods such as machine learning and artificial intelligence to enhance the feasibility and predictive power of neuromelanin-sensitive-MRI-based tools. We finally lay out important future directions to allow neuromelanin-sensitive-MRI to fulfill its potential as a key component of the research, and ultimately clinical, toolbox in psychiatry.

摘要

神经黑色素敏感 MRI 是一种新兴的非侵入性神经影像学方法,在精神科研究中的应用越来越多。这种 MRI 模式对神经黑色素的浓度敏感,神经黑色素由细胞内儿茶酚胺合成,并在儿茶酚胺能核中积累,包括多巴胺能黑质和去甲肾上腺素能蓝斑。新出现的数据表明,神经黑色素敏感 MRI 作为儿茶酚胺代谢和功能变异性的替代指标具有一定的效用,即使在没有儿茶酚胺能细胞丢失的情况下也是如此。鉴于儿茶酚胺功能对几种精神障碍及其治疗的重要性,神经黑色素敏感 MRI 作为一种信息丰富且易于获取的儿茶酚胺能指标,其地位非常理想。在这篇综述论文中,我们检查了神经黑色素和神经黑色素敏感 MRI 的基本方面,并重点介绍了其在机制研究和生物标志物开发背景下在精神科的应用。我们讨论了正在进行的关于神经黑色素敏感 MRI 对比的机制、标准化方案和优化分析方法的争论和最先进的研究,以及应用机器学习和人工智能等前沿方法来提高基于神经黑色素敏感 MRI 的工具的可行性和预测能力。最后,我们列出了重要的未来方向,以使神经黑色素敏感 MRI 能够发挥其作为精神科研究和最终临床工具箱的关键组成部分的潜力。

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