Invest Radiol. 2018 May;53(5):286-292. doi: 10.1097/RLI.0000000000000441.
Balloon pulmonary angioplasty (BPA) in patients with inoperable chronic thromboembolic pulmonary hypertension (CTEPH) can have variable outcomes. To gain more insight into this variation, we designed a method for visualizing and quantifying changes in pulmonary perfusion by automatically comparing computed tomography (CT) pulmonary angiography before and after BPA treatment. We validated these quantifications of perfusion changes against hemodynamic changes measured with right-sided heart catheterization.
We studied 14 consecutive CTEPH patients (12 women; age, 70.5 ± 24), who underwent CT pulmonary angiography and right-sided heart catheterization, before and after BPA. Posttreatment images were registered to pretreatment CT scans (using the Elastix toolbox) to obtain corresponding locations. Pulmonary vascular trees and their centerlines were detected using a graph cuts method and a distance transform method, respectively. Areas distal from vessels were defined as pulmonary parenchyma. Subsequently, the density changes within the vascular centerlines and parenchymal areas were calculated and corrected for inspiration level differences. For visualization, the densitometric changes were displayed in color-coded overlays. For quantification, the median and interquartile range of the density changes in the vascular and parenchymal areas (ΔVD and ΔPD) were calculated. The recorded changes in hemodynamic parameters, including changes in systolic, diastolic, and mean pulmonary artery pressure (ΔsPAP, ΔdPAP, and ΔmPAP, respectively) and vascular resistance (ΔPVR), were used as reference assessments of the treatment effect. Spearman correlation coefficients were employed to investigate the correlations between changes in perfusion and hemodynamic changes.
Comparative imaging maps showed distinct patterns in perfusion changes among patients. Within pulmonary vessels, the interquartile range of ΔVD correlated significantly with ΔsPAP (R = -0.58, P = 0.03), ΔdPAP (R = -0.71, P = 0.005), ΔmPAP (R = -0.71, P = 0.005), and ΔPVR (R = -0.77, P = 0.001). In the parenchyma, the median of ΔPD had significant correlations with ΔdPAP (R = -0.58, P = 0.030) and ΔmPAP (R = -0.59, P = 0.025).
Comparative imaging analysis in CTEPH patients offers insight into differences in BPA treatment effect. Quantification of perfusion changes provides noninvasive measures that reflect hemodynamic changes.
在无法手术的慢性血栓栓塞性肺动脉高压(CTEPH)患者中,球囊肺动脉成形术(BPA)的疗效可能存在差异。为了更深入地了解这种差异,我们设计了一种通过自动比较 BPA 治疗前后的计算机断层扫描(CT)肺动脉造影来可视化和量化肺灌注变化的方法。我们通过右心导管测量的血流动力学变化来验证这些灌注变化的定量结果。
我们研究了 14 例连续的 CTEPH 患者(12 名女性;年龄 70.5±24 岁),这些患者在 BPA 治疗前后均进行了 CT 肺动脉造影和右心导管检查。通过(使用 Elastix 工具箱)将治疗后的图像与治疗前的 CT 扫描进行配准,以获得相应的位置。使用图切割方法和距离变换方法分别检测肺血管树及其中心线。将远离血管的区域定义为肺实质。随后,计算血管中心线和肺实质区域内的密度变化,并校正吸气水平差异。为了可视化,将密度变化以彩色编码叠加显示。为了定量,计算了血管和实质区域的密度变化的中位数和四分位距(ΔVD 和 ΔPD)。记录血流动力学参数的变化,包括收缩压、舒张压和平均肺动脉压(ΔsPAP、ΔdPAP 和 ΔmPAP)和血管阻力(ΔPVR)的变化,作为治疗效果的参考评估。采用 Spearman 相关系数来研究灌注变化与血流动力学变化之间的相关性。
比较影像学图谱显示出患者之间灌注变化的明显差异。在肺血管内,ΔVD 的四分位距与 ΔsPAP(R=-0.58,P=0.03)、ΔdPAP(R=-0.71,P=0.005)、ΔmPAP(R=-0.71,P=0.005)和ΔPVR(R=-0.77,P=0.001)呈显著相关。在实质中,ΔPD 的中位数与 ΔdPAP(R=-0.58,P=0.030)和 ΔmPAP(R=-0.59,P=0.025)呈显著相关。
在 CTEPH 患者中,比较影像学分析提供了对 BPA 治疗效果差异的深入了解。灌注变化的定量提供了反映血流动力学变化的非侵入性测量方法。