MR approaches in neurodegenerative disorders

IF 7.3 2区 化学 Q2 CHEMISTRY, PHYSICAL
Andrew M. Blamire
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引用次数: 20

Abstract

Neurodegenerative disease is the umbrella term which refers to a range of clinical conditions causing degeneration of neurons within the central nervous system leading to loss of brain function and eventual death. The most prevalent of these is Alzheimer’s disease (AD), which affects approximately 50 million people worldwide and is predicted to reach 75 million by 2030. Neurodegenerative diseases can only be fully diagnosed at post mortem by neuropathological assessment of the type and distribution of protein deposits which characterise each different condition, but there is a clear role for imaging technologies in aiding patient diagnoses in life. Magnetic resonance imaging (MRI) and spectroscopy (MRS) techniques have been applied to study these conditions for many years. In this review, we consider the range of MR-based measurements and describe the findings in AD, but also contrast these with the second most common dementia, dementia with Lewy bodies (DLB).

The most definitive observation is the major structural brain changes seen in AD using conventional T1-weighted (T1w) MRI, where medial temporal lobe structures are notably atrophied in most symptomatic patients with AD, but often preserved in DLB. Indeed these findings are sufficiently robust to have been incorporated into clinical diagnostic criteria. Diffusion tensor imaging (DTI) reveals widespread changes in tissue microstructure, with increased mean diffusivity and decreased fractional anisotropy reflecting the degeneration of the white matter structures. There are suggestions that there are subtle differences between AD and DLB populations. At the metabolic level, atrophy-corrected MRS demonstrates reduced density of healthy neurons in brain areas with altered perfusion and in regions known to show higher deposits of pathogenic proteins.

As studies have moved from patients with advanced disease and clear dysfunction to patients with earlier presentation such as with mild cognitive impairment (MCI), which in some represents the first signs of their ensuing dementia, the ability of MRI to detect differences has been weaker and further work is still required, ideally in much larger cohorts than previously studied.

The vast majority of imaging research in dementia populations has been univariate with respect to the MR-derived parameters considered. To date, none of these measurements has uniquely replicated the patterns of tissue involvement seen by neuropathology, and the ability of MR techniques to deliver a non-invasive diagnosis eludes us. Future opportunities may lie in combining MR and nuclear medicine approaches (position emission tomography, PET) to provide a more complete view of structural and metabolic changes. Such developments will require multi-variate analyses, possibly combined with artificial intelligence or deep learning algorithms, to enhance our ability to combine the array of image-derived information, genetic, gender and lifestyle factors.

Abstract Image

神经退行性疾病的MR方法
神经退行性疾病是一个总称,指的是引起中枢神经系统内神经元退化,导致脑功能丧失和最终死亡的一系列临床病症。其中最普遍的是阿尔茨海默病(AD),影响全球约5000万人,预计到2030年将达到7500万人。神经退行性疾病只能在死后通过对蛋白质沉积的类型和分布的神经病理学评估来完全诊断,这是每种不同疾病的特征,但成像技术在帮助患者诊断生活中有着明确的作用。磁共振成像(MRI)和光谱学(MRS)技术已应用于研究这些条件多年。在这篇综述中,我们考虑了基于核磁共振的测量范围,并描述了阿尔茨海默氏症的发现,但也将其与第二常见的痴呆,路易体痴呆(DLB)进行了对比。最明确的观察结果是通过常规t1加权(T1w) MRI观察到AD患者的主要脑结构变化,在大多数有症状的AD患者中,内侧颞叶结构明显萎缩,但在DLB患者中通常保留。事实上,这些发现足够可靠,可以纳入临床诊断标准。扩散张量成像(DTI)显示组织微观结构的广泛变化,平均扩散率增加,分数各向异性降低,反映了白质结构的变性。有迹象表明,AD和DLB人群之间存在细微差异。在代谢水平上,萎缩校正MRS显示灌注改变的脑区和已知致病性蛋白沉积较高的脑区健康神经元密度降低。随着研究从晚期疾病和明显功能障碍的患者转移到早期表现的患者,如轻度认知障碍(MCI),这在一些患者中代表了随后痴呆的最初迹象,MRI检测差异的能力已经减弱,仍需要进一步的工作,理想情况下,在比以前研究的更大的队列中。绝大多数痴呆人群的影像学研究都是考虑到磁共振衍生参数的单变量研究。到目前为止,这些测量都没有独特地复制神经病理学所见的组织受累模式,MR技术提供非侵入性诊断的能力也让我们感到难以理解。未来的机会可能在于将MR和核医学方法(位置发射断层扫描,PET)相结合,以提供更完整的结构和代谢变化视图。这样的发展将需要多变量分析,可能结合人工智能或深度学习算法,以增强我们结合一系列图像衍生信息、遗传、性别和生活方式因素的能力。
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来源期刊
CiteScore
14.30
自引率
8.20%
发文量
12
审稿时长
62 days
期刊介绍: Progress in Nuclear Magnetic Resonance Spectroscopy publishes review papers describing research related to the theory and application of NMR spectroscopy. This technique is widely applied in chemistry, physics, biochemistry and materials science, and also in many areas of biology and medicine. The journal publishes review articles covering applications in all of these and in related subjects, as well as in-depth treatments of the fundamental theory of and instrumental developments in NMR spectroscopy.
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