Department of Biomedical Engineering, Duke University, Durham, North Carolina 27710, USA.
Magn Reson Med. 2010 Mar;63(3):658-66. doi: 10.1002/mrm.22311.
The capability to use high-resolution (3)He MRI to depict regional ventilation changes and airway narrowing in mice challenged with methacholine (MCh) offers the opportunity to gain new insights into the study of asthma. However, to fully exploit the value of this novel technique, it is important to move beyond visual inspection of the images toward automated and quantitative analysis. To address this gap, we describe a postprocessing approach to create ventilation difference maps to better visualize and quantify regional ventilation changes before and after MCh challenge. We show that difference maps reveal subtle changes in airway caliber, and highlight both focal and diffuse regional alterations in ventilation. Ventilation changes include both hypoventilation and compensatory areas of hyperventilation. The difference maps can be quantified by a histogram plot of the ventilation changes, in which the standard deviation increases with MCh dose (R(2) = 0.89). This method of analysis is shown to be more sensitive than simple threshold-based detection of gross ventilation defects.
利用高分辨率(3)He MRI 描绘在乙酰甲胆碱(MCh)刺激下的小鼠的区域性通气变化和气道狭窄的能力,为哮喘的研究提供了新的见解。然而,要充分利用这项新技术的价值,重要的是要超越对图像的直观检查,转向自动化和定量分析。为了解决这一差距,我们描述了一种后处理方法来创建通气差异图,以更好地可视化和量化 MCh 挑战前后的区域性通气变化。我们表明,差异图揭示了气道口径的细微变化,并突出了通气的局灶性和弥漫性改变。通气变化包括通气不足和代偿性过度通气区域。可以通过通气变化的直方图来定量差异图,其中标准偏差随 MCh 剂量的增加而增加(R(2)= 0.89)。与基于简单阈值的大体通气缺陷检测相比,这种分析方法更敏感。