Rahaghi F N, Ross J C, Agarwal M, González G, Come C E, Diaz A A, Vegas-Sánchez-Ferrero G, Hunsaker A, San José Estépar R, Waxman A B, Washko G R
Pulmonary and Critical Care Division, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Department of Radiology, Harvard School of Medicine, Boston, Massachusetts, USA.
Pulm Circ. 2016 Mar;6(1):70-81. doi: 10.1086/685081.
Patients with chronic thromboembolic pulmonary hypertension (CTEPH) have morphologic changes to the pulmonary vasculature. These include pruning of the distal vessels, dilation of the proximal vessels, and increased vascular tortuosity. Advances in image processing and computer vision enable objective detection and quantification of these processes in clinically acquired computed tomographic (CT) scans. Three-dimensional reconstructions of the pulmonary vasculature were created from the CT angiograms of 18 patients with CTEPH diagnosed using imaging and hemodynamics as well as 15 control patients referred to our Dyspnea Clinic and found to have no evidence of pulmonary vascular disease. Compared to controls, CTEPH patients exhibited greater pruning of the distal vasculature (median density of small-vessel volume: 2.7 [interquartile range (IQR): 2.5-3.0] vs. 3.2 [3.0-3.8]; P = 0.008), greater dilation of proximal arteries (median fraction of blood in large arteries: 0.35 [IQR: 0.30-0.41] vs. 0.23 [0.21-0.31]; P = 0.0005), and increased tortuosity in the pulmonary arterial tree (median: 4.92% [IQR: 4.85%-5.21%] vs. 4.63% [4.39%-4.92%]; P = 0.004). CTEPH was not associated with dilation of proximal veins or increased tortuosity in the venous system. Distal pruning of the vasculature was correlated with the cardiac index (R = 0.51, P = 0.04). Quantitative models derived from CT scans can be used to measure changes in vascular morphology previously described subjectively in CTEPH. These measurements are also correlated with invasive metrics of pulmonary hemodynamics, suggesting that they may be used to assess disease severity. Further work in a larger cohort may enable the use of such measures as a biomarker for diagnostic, phenotyping, and prognostic purposes.
慢性血栓栓塞性肺动脉高压(CTEPH)患者的肺血管存在形态学改变。这些改变包括远端血管变细、近端血管扩张以及血管迂曲度增加。图像处理和计算机视觉技术的进步使得在临床获取的计算机断层扫描(CT)图像中能够客观检测和量化这些变化。利用成像和血流动力学方法诊断为CTEPH的18例患者以及转至我们呼吸困难门诊且未发现肺血管疾病证据的15例对照患者的CT血管造影图像,重建了肺血管的三维图像。与对照组相比,CTEPH患者远端血管的变细更为明显(小血管体积的中位数密度:2.7[四分位数间距(IQR):2.5 - 3.0]对3.2[3.0 - 3.8];P = 0.008),近端动脉的扩张更为显著(大动脉中血液的中位数比例:0.35[IQR:0.30 - 0.41]对0.23[0.21 - 0.31];P = 0.0005),肺动脉树的迂曲度增加(中位数:4.92%[IQR:4.85% - 5.21%]对4.63%[4.39% - 4.92%];P = 0.004)。CTEPH与近端静脉扩张或静脉系统迂曲度增加无关。血管的远端变细与心脏指数相关(R = 0.51,P = 0.04)。源自CT扫描的定量模型可用于测量CTEPH中先前主观描述的血管形态变化。这些测量结果也与肺血流动力学的有创指标相关,表明它们可用于评估疾病严重程度。在更大队列中的进一步研究可能使这些测量指标用作诊断、表型分析和预后评估的生物标志物。