Sowa Piotr, Bjørnerud Atle, Nygaard Gro O, Damangir Soheil, Spulber Gabriela, Celius Elisabeth G, Due-Tønnessen Paulina, Harbo Hanne F, Beyer Mona K
Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Intervention Center, Oslo University Hospital, Oslo, Norway; Department of Physics, University of Oslo, Oslo, Norway.
Eur J Radiol. 2015 Dec;84(12):2605-12. doi: 10.1016/j.ejrad.2015.09.007. Epub 2015 Sep 10.
To investigate dynamic susceptibility contrast (DSC) perfusion weighted imaging (PWI) in white matter lesions (WML) in patients with multiple sclerosis (MS), using automatically generated binary masks of brain tissue.
WML in MS have in some studies demonstrated perfusion abnormalities compared to normal appearing white matter (NAWM), however perfusion changes in WML in MS have in general not been well documented.
DSC PWI was performed at 1.5 Tesla in 69 newly diagnosed MS patients. Parametric perfusion maps representing cerebral blood volume (CBV), cerebral blood flow (CBF) and mean transit time (MTT) were obtained. Binary masks of WML, white matter (WM) and grey matter (GM) were automatically generated and co-registered to the perfusion maps. The WML mask was manually edited and modified to correct for errors in the automatic lesion detection. Perfusion parameters were derived both from WML and NAWM using the manually modified WML mask, and using the original non-modified WML mask (with and without GM exclusion mask). Differences in perfusion measures between WML and NAWM were analyzed.
CBF was significantly lower (p<0.001) and MTT significantly higher (p<0.001) in WML compared to NAWM. CBV did not show significant difference between WML and NAWM. The non-modified WML mask gave similar results as manually modified WML mask if the GM exclusion mask was used in the analysis.
DSC PWI revealed lower CBF and higher MTT, consistent with reduced perfusion, in WML compared to NAWM in patients with early MS. Automatically generated binary masks are a promising tool in perfusion analysis of WML.
使用自动生成的脑组织二值化掩膜,研究动态磁敏感对比(DSC)灌注加权成像(PWI)在多发性硬化(MS)患者白质病变(WML)中的应用。
在一些研究中,MS患者的WML与正常白质(NAWM)相比显示出灌注异常,然而MS患者WML中的灌注变化总体上尚未得到充分记录。
对69例新诊断的MS患者在1.5特斯拉下进行DSC PWI。获得代表脑血容量(CBV)、脑血流量(CBF)和平均通过时间(MTT)的参数灌注图。自动生成WML、白质(WM)和灰质(GM)的二值化掩膜,并将其与灌注图配准。对WML掩膜进行手动编辑和修改以校正自动病变检测中的错误。使用手动修改的WML掩膜以及原始未修改的WML掩膜(有和没有GM排除掩膜)从WML和NAWM中得出灌注参数。分析WML和NAWM之间灌注测量值的差异。
与NAWM相比,WML中的CBF显著降低(p<0.001),MTT显著升高(p<0.001)。WML和NAWM之间的CBV没有显示出显著差异。如果在分析中使用GM排除掩膜,未修改的WML掩膜给出的结果与手动修改的WML掩膜相似。
DSC PWI显示,早期MS患者的WML与NAWM相比,CBF较低,MTT较高,这与灌注减少一致。自动生成的二值化掩膜是WML灌注分析中有前景的工具。