Cauley Keith A, Fielden Samuel W
Department of Radiology, Geisinger Medical Center, Danville, PA; and.
Department of Imaging Science & Innovation, Geisinger Health System, Lewisburg, PA.
Tomography. 2018 Dec;4(4):194-203. doi: 10.18383/j.tom.2018.00050.
Multiple sclerosis (MS) is a progressive neurodegenerative disease, affecting 1 million Americans and 2.5 million people globally. Although the diagnosis is made clinically, imaging plays a major role in diagnosing and monitoring disease progression and treatment response. Magnetic resonance imaging (MRI) has proven sensitive in imaging MS lesions, but the characterization offered by routine clinical MRI remains qualitative and with discrepancies between imaging and clinical findings. We investigated the ability of digital analysis of noncontrast head computed tomography (CT) images to detect global brain changes of MS. All routine diagnostic head CTs obtained on patients with known MS obtained from 1 of 2 scan platforms from 6/1/2011 to 6/1/2015 were reviewed. Head CT images from 54 patients with MS met inclusion criteria. Head CT images were processed and histogram metrics were compared to age- and gender- matched control subjects from the same CT scanners during the same time interval. Histogram metrics were correlated with plaque burden as seen on MRI studies. Compared with control subjects, patients had increased total brain radiodensity ( < .0001), further characterized as an increased histogram modal radiodensity ( < .0001) with decrease in histogram skewness ( < .0001). Radiodensity decreased with increasing plaque burden. Similar findings were seen in the patients with only mild plaque burden sub- group. Radiodensity is a unique tissue metric that is not measured by other imaging techniques. Our study finds that brain radiodensity histogram metrics highly correlate with MS, even in cases with minimal plaque burden.
多发性硬化症(MS)是一种进行性神经退行性疾病,影响着100万美国人以及全球250万人。尽管诊断是基于临床做出的,但影像学在疾病诊断、监测疾病进展和治疗反应方面发挥着重要作用。磁共振成像(MRI)已被证明对MS病变成像很敏感,但常规临床MRI提供的特征描述仍然是定性的,且成像结果与临床发现之间存在差异。我们研究了非增强头部计算机断层扫描(CT)图像的数字分析检测MS患者全脑变化的能力。回顾了2011年6月1日至2015年6月1日期间从2个扫描平台之一获取的已知MS患者的所有常规诊断性头部CT。54例MS患者的头部CT图像符合纳入标准。对头部CT图像进行处理,并将直方图指标与同一时间间隔内来自相同CT扫描仪的年龄和性别匹配的对照受试者进行比较。直方图指标与MRI研究中所见的斑块负荷相关。与对照受试者相比,患者的全脑放射密度增加(P<0.0001),进一步表现为直方图模态放射密度增加(P<0.0001),直方图偏度降低(P<0.0001)。放射密度随斑块负荷增加而降低。在仅轻度斑块负荷亚组的患者中也观察到类似结果。放射密度是一种独特的组织指标,其他成像技术无法测量。我们的研究发现,即使在斑块负荷最小的病例中,脑放射密度直方图指标也与MS高度相关。