A technique for assessing pulmonary perfusion in patients with previously treated COVID-19 pneumonia: clinical controlled non-randomized study

A. V. Zakharova, A. N. Gvozdetskiy, A. V. Pozdnyakov, O. F. Pozdnyakova
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Abstract

I NTRODUCTION : Evaluating pulmonary lung perfusion in patients with previously treated COVID-19 infection may lead to a better understanding of long-term consequences of the disease, as well as may identify the changes determined by their symptoms. Further research is required for optimization of lung perfusion’s design parameters’ methods in order to implement those in clinical practice. OBJECTIVE: To determine the possibilities of an alternative method for evaluation of relative lung perfusion using three-dimensional ultrafast contrast-enhanced MRI on patients with previously treated COVID-19 pneumonia. MATERIALS AND METHODS : We examined 100 patients (28 male and 72 female, aged 22 to 70) who had laboratory-confirmed COVID-19 infection. The research was conducted using the three-dimensional ultrafast dynamic contrast-enhanced MRI based on 3D T1-weighted images. During the postprocessing, we received the values of rPBF (relative pulmonary blood flow), rPBV (relative pulmonary blood volume), and rMTT (relative mean transit time). Statistics . For non-linear dependence modelling we used natural spline transformation for time and interaction effect with a group. Intergroup comparison on integral measures was based on Kruskall-Wallis test (χ 2 ), pair comparisons were based on Conover’s test (Δ). For multiple hypothesis testing correction, we used the false discovery rate (FDR). Comparisons were determined as statistically significant when p<0.05. RESULTS: The differences in obtained values of lung perfusion among patient groups were confirmed both quantitatively (by rMTT, rPBV, rPBF) and qualitatively (by building the curves of contrast agent accumulation). Patients with previously treated COVID-19 demonstrate slower contrast agent transit and increased relative lung blood volume. Their accumulation curves have qualitative differences as well. DISCUSSION: We suggest a new method of evaluation of lung perfusion indicators in patients with previously treated COVID-19. We conducted an intergroup analysis based on the degree of lung damage during the acute phase of COVID-19 (with no infiltrativechanges, with minor lung damage, and major lung damage). The intergroup differences found are more significant for patients with lung damage (both minor and major) than for patients with no infiltrative lung changes during the acute phase of COVID-19. CONCLUSION: This method of evaluation of pulmonary perfusion is able to adequately characterize the functional lung conditions in patients with previously treated COVID-19 pneumonia. The chosen model is the most optimal.
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一种评估既往治疗的COVID-19肺炎患者肺灌注的技术:临床对照非随机研究
1简介:评估先前治疗过的COVID-19感染患者的肺灌注可能有助于更好地了解该疾病的长期后果,并可能确定由其症状决定的变化。肺灌注设计参数的优化方法有待进一步研究,以便在临床实践中得以实施。目的:探讨一种利用三维超快增强MRI评估新冠肺炎患者相对肺灌注的替代方法的可能性。材料与方法:对实验室确诊的COVID-19感染患者100例(男28例,女72例,年龄22 ~ 70岁)进行检测。采用基于三维t1加权图像的三维超快动态对比增强MRI进行研究。在后处理过程中,我们接收了rPBF(相对肺血流量)、rPBV(相对肺血容量)和rMTT(相对平均传递时间)的值。统计数据。对于非线性依赖模型,我们使用自然样条变换来表示时间和与群的相互作用效应。积分测量的组间比较采用Kruskall-Wallis检验(χ 2),配对比较采用Conover检验(Δ)。对于多重假设检验校正,我们使用错误发现率(FDR)。当p<0.05时,认为比较具有统计学意义。结果:通过定量(rMTT、rPBV、rPBF)和定性(建立造影剂蓄积曲线)两种方法确定了不同患者组间肺灌注所得值的差异。先前接受过治疗的COVID-19患者表现出造影剂转运减慢和相对肺血容量增加。它们的积累曲线也有质的差异。讨论:我们提出了一种评估先前治疗过的COVID-19患者肺灌注指标的新方法。我们根据COVID-19急性期肺损伤程度(无浸润性改变、轻度肺损伤、重度肺损伤)进行组间分析。在COVID-19急性期,肺损伤(轻微和严重)患者的组间差异比肺无浸润性改变的患者更显著。结论:该肺灌注评价方法能够充分表征既往治疗的COVID-19肺炎患者肺功能状况。所选择的模型是最优的。
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