论文标题
使用MRI进行体内G-Ratio映射:统一髓磷脂和扩散成像
Towards in vivo g-ratio mapping using MRI: unifying myelin and diffusion imaging
论文作者
论文摘要
G-Ratio量化包围轴突的髓磷脂鞘的比较厚度,是一种几何不变式,具有高功能相关性,因为它在确定神经元传导速度方面的重要性。 MRI数据采集和信号建模的进步使G-Ratio的体内映射在整个白质中,在我们的范围内。这种能力将大大增加我们对神经系统的了解:它的功能以及疾病如何影响。这是关于使用MRI的G-Ratio映射主题的第二份评论。因此,它总结了该领域的最新发展,同时还提供了与汇总G-Ratio加权映射有关的方法论背景,并讨论与这些方法相关的陷阱。使用基于最近发布的数据的模拟,该综述证明了校准步骤与三个髓鞘标记的校准步骤(大分子组织体积,髓磷脂水分分和结合池馏分)的相关性。它强调了需要估计这些基于MRI的标记和真正的髓磷脂体积分数之间关系的斜率和偏移的需求,如果我们确实要实现体内精确,高灵敏度G-Ratio映射的目标。在这篇综述中讨论的其他挑战进一步证明了从体内组织学对人脑组织的黄金标准测量的需求。我们得出的结论是,寻找最合适的MRI生物标志物以使体内G-Ratio映射能够进行,这是许多新型技术的潜力。
The g-ratio, quantifying the comparative thickness of the myelin sheath encasing an axon, is a geometrical invariant that has high functional relevance because of its importance in determining neuronal conduction velocity. Advances in MRI data acquisition and signal modelling have put in vivo mapping of the g-ratio, across the entire white matter, within our reach. This capacity would greatly increase our knowledge of the nervous system: how it functions, and how it is impacted by disease. This is the second review on the topic of g-ratio mapping using MRI. As such, it summarizes the most recent developments in the field, while also providing methodological background pertinent to aggregate g-ratio weighted mapping, and discussing pitfalls associated with these approaches. Using simulations based on recently published data, this review demonstrates the relevance of the calibration step for three myelin-markers (macromolecular tissue volume, myelin water fraction, and bound pool fraction). It highlights the need to estimate both the slope and offset of the relationship between these MRI-based markers and the true myelin volume fraction if we are really to achieve the goal of precise, high sensitivity g-ratio mapping in vivo. Other challenges discussed in this review further evidence the need for gold standard measurements of human brain tissue from ex vivo histology. We conclude that the quest to find the most appropriate MRI biomarkers to enable in vivo g-ratio mapping is ongoing, with the potential of many novel techniques yet to be investigated.