Nicot Benjamin, Bouzerar Roger, Gondry-Jouet Catherine, Capel Cyrille, Peltier Johann, Fichten Anthony, Balédent Olivier
Image Processing Department, University Hospital, Amiens, France Neurosurgery Department, University Hospital, Amiens, France.
Image Processing Department, University Hospital, Amiens, France
Acta Radiol. 2014 Jun;55(5):614-21. doi: 10.1177/0284185113504570. Epub 2013 Sep 16.
Diffusion tensor imaging (DTI) is a useful tool for assessing changes that occur in microstructures. We have developed a novel method for region of interest (ROI) delineation in the assessment of DTI parameters in patients with normal pressure hydrocephalus (NPH).
To compare the standard method and our novel method in an evaluation of the impact of surgery on periventricular white matter in patients with NPH.
Ten patients with NPH underwent 3T magnetic resonance imaging (MRI; including 12-direction DTI sequences) before and after surgery. We recorded diffusion parameters (λi, the fractional anisotropy [FA], the apparent diffusion coefficient, and Dr) in the internal capsule (IC) and the body of the corpus callosum (BCC). Using the standard delineation technique, regions of interest (ROIs) were positioned according to anatomical and functional considerations and then filled with several sub-ROIs. The ROIs delineated with our novel technique (extracted as the six sub-ROIs with the lowest standard deviation for the FA) were arranged in two rows (medial and lateral), from the ventricle to the brain surface.
The within-ROI homogeneity was higher with the novel method than with the conventional method (P<10(-4)). When the conventional delineation method was applied to the IC data, only λ2 was found to be significantly greater after surgery; in contrast, application of our novel method evidenced a significant decrease in FA and λ1 and a significant increase in λ2 (P<0.05). Both before and after surgery, the FA in the medial row of ROIs was greater than the FA in the lateral row (P<0.01). In the BCC, only λ2 and Dr varied significantly (when evaluated with the novel method).
Our results show that use of a novel method of DTI data analysis may be more sensitive to local changes induced by surgical procedures. Furthermore, this novel method was able to detect the transmantle pressure gradient related to the regional stress distribution.
扩散张量成像(DTI)是评估微观结构变化的有用工具。我们开发了一种在评估正常压力脑积水(NPH)患者DTI参数时进行感兴趣区域(ROI)划定的新方法。
比较标准方法和我们的新方法在评估手术对NPH患者脑室周围白质影响方面的效果。
10例NPH患者在手术前后接受了3T磁共振成像(MRI;包括12方向DTI序列)检查。我们记录了内囊(IC)和胼胝体(BCC)的扩散参数(λi、分数各向异性[FA]、表观扩散系数和Dr)。使用标准划定技术,根据解剖和功能因素定位感兴趣区域(ROI),然后用几个子ROI填充。用我们的新技术划定的ROI(提取为FA标准差最低的六个子ROI)从脑室到脑表面排成两行(内侧和外侧)。
新方法的ROI内同质性高于传统方法(P<10⁻⁴)。当将传统划定方法应用于IC数据时,仅发现术后λ2显著增大;相比之下,应用我们的新方法显示FA和λ1显著降低,λ2显著升高(P<0.05)。手术前后,ROI内侧行的FA均大于外侧行(P<0.01)。在BCC中,只有λ2和Dr有显著变化(用新方法评估时)。
我们的结果表明,使用新的DTI数据分析方法可能对手术引起的局部变化更敏感。此外,这种新方法能够检测与区域应力分布相关的跨壁压力梯度。