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

IF 6.6 1区 医学 Q1 NEUROSCIENCES Neuropsychopharmacology Pub Date : 2024-11-01 Epub Date: 2024-08-19 DOI:10.1038/s41386-024-01934-y
Kenneth Wengler, Paula Trujillo, Clifford M Cassidy, Guillermo Horga
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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.

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神经黑素敏感核磁共振成像用于精神病学的机理研究和生物标记开发。
神经络氨酸敏感核磁共振成像是一种新兴的无创神经成像方法,在精神病学研究中的应用日益增多。这种磁共振成像模式对神经络氨酸的浓度敏感,神经络氨酸由细胞内儿茶酚胺合成,并在儿茶酚胺能核(包括多巴胺能核的黑质和去甲肾上腺素能核的小叶。新出现的数据表明,神经黑素敏感核磁共振成像可作为儿茶酚胺代谢和功能变化的替代测量方法,即使在儿茶酚胺能细胞未丧失的情况下也是如此。鉴于儿茶酚胺功能对几种精神疾病及其治疗的重要性,神经黑素敏感核磁共振成像是一种信息丰富且易于获取的儿茶酚胺能指标。在这篇综述论文中,我们探讨了神经络氨酸和神经络氨酸敏感核磁共振成像的基本方面,并重点关注其在机制研究和生物标记物开发方面的精神科应用。我们讨论了有关神经络氨酸敏感核磁共振成像对比度机制、标准化方案和优化分析方法的持续辩论和最新研究,以及机器学习和人工智能等前沿方法的应用,以提高基于神经络氨酸敏感核磁共振成像工具的可行性和预测能力。最后,我们列出了未来的重要发展方向,以便让神经黑素敏感型 MRI 发挥其作为精神病学研究和最终临床工具箱重要组成部分的潜力。
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来源期刊
Neuropsychopharmacology
Neuropsychopharmacology 医学-精神病学
CiteScore
15.00
自引率
2.60%
发文量
240
审稿时长
2 months
期刊介绍: Neuropsychopharmacology is a reputable international scientific journal that serves as the official publication of the American College of Neuropsychopharmacology (ACNP). The journal's primary focus is on research that enhances our knowledge of the brain and behavior, with a particular emphasis on the molecular, cellular, physiological, and psychological aspects of substances that affect the central nervous system (CNS). It also aims to identify new molecular targets for the development of future drugs. The journal prioritizes original research reports, but it also welcomes mini-reviews and perspectives, which are often solicited by the editorial office. These types of articles provide valuable insights and syntheses of current research trends and future directions in the field of neuroscience and pharmacology.
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