Department of Medical Imaging, University of Toronto, Toronto, ON, Canada.
Department of Medical Imaging, Sunnybrook Health Science Centre, Toronto, ON, Canada.
Sci Rep. 2021 Jan 12;11(1):483. doi: 10.1038/s41598-020-80177-5.
Quantitative measurement of lung perfusion is a promising tool to evaluate lung pathophysiology as well as to assess disease severity and monitor treatment. However, this novel technique has not been adopted clinically due to various technical and physiological challenges; and it is still in the early developmental phase where the correlation between lung pathophysiology and perfusion maps is being explored. The purpose of this research work is to quantify the impact of pulmonary artery occlusion on lung perfusion indices using lung dynamic perfusion CT (DPCT). We performed Lung DPCT in ten anesthetized, mechanically ventilated juvenile pigs (18.6-20.2 kg) with a range of reversible pulmonary artery occlusions (0%, 40-59%, 60-79%, 80-99%, and 100%) created with a balloon catheter. For each arterial occlusion, DPCT data was analyzed using first-pass kinetics to derive blood flow (BF), blood volume (BV) and mean transit time (MTT) perfusion maps. Two radiologists qualitatively assessed perfusion maps for the presence or absence of perfusion defects. Perfusion maps were also analyzed quantitatively using a linear segmented mixed model to determine the thresholds of arterial occlusion associated with perfusion derangement. Inter-observer agreement was assessed using Kappa statistics. Correlation between arterial occlusion and perfusion indices was evaluated using the Spearman-rank correlation coefficient. Our results determined that perfusion defects were detected qualitatively in BF, BV and MTT perfusion maps for occlusions larger than 55%, 80% and 55% respectively. Inter-observer agreement was very good with Kappa scores > 0.92. Quantitative analysis of the perfusion maps determined the arterial occlusion threshold for perfusion defects was 50%, 76% and 44% for BF, BV and MTT respectively. Spearman-rank correlation coefficients between arterial occlusion and normalized perfusion values were strong (- 0.92, - 0.72, and 0.78 for BF, BV and MTT, respectively) and were statically significant (p < 0.01). These findings demonstrate that lung DPCT enables quantification and stratification of pulmonary artery occlusion into three categories: mild, moderate and severe. Severe (occlusion ≥ 80%) alters all perfusion indices; mild (occlusion < 55%) has no detectable effect. Moderate (occlusion 55-80%) impacts BF and MTT but BV is preserved.
肺灌注的定量测量是评估肺病理生理学、评估疾病严重程度和监测治疗的有前途的工具。然而,由于各种技术和生理挑战,这项新技术尚未在临床上采用;它仍处于早期发展阶段,正在探索肺病理生理学与灌注图之间的相关性。这项研究工作的目的是使用肺动态灌注 CT(DPCT)量化肺动脉闭塞对肺灌注指数的影响。我们对 10 只麻醉、机械通气的幼年猪(18.6-20.2kg)进行了肺 DPCT 检查,这些猪通过球囊导管产生了不同程度的可逆性肺动脉闭塞(0%、40-59%、60-79%、80-99%和 100%)。对于每个动脉闭塞,使用首过动力学分析 DPCT 数据以获得血流(BF)、血容量(BV)和平均通过时间(MTT)灌注图。两位放射科医生对灌注图进行定性评估,以确定是否存在灌注缺陷。还使用线性分段混合模型对灌注图进行定量分析,以确定与灌注障碍相关的动脉闭塞阈值。使用 Kappa 统计评估观察者间一致性。使用 Spearman-rank 相关系数评估动脉闭塞与灌注指数之间的相关性。我们的结果确定,在 BF、BV 和 MTT 灌注图中,闭塞大于 55%、80%和 55%时,可定性检测到灌注缺陷。Kappa 评分>0.92,观察者间一致性非常好。灌注图的定量分析确定,BF、BV 和 MTT 的灌注缺陷动脉闭塞阈值分别为 50%、76%和 44%。动脉闭塞与归一化灌注值之间的 Spearman-rank 相关系数很强(BF、BV 和 MTT 分别为-0.92、-0.72 和 0.78),且具有统计学意义(p<0.01)。这些发现表明,肺 DPCT 能够将肺动脉闭塞量化和分层为三类:轻度、中度和重度。严重(闭塞≥80%)改变所有灌注指数;轻度(闭塞<55%)没有可检测到的影响。中度(闭塞 55-80%)影响 BF 和 MTT,但 BV 保留。