Liu Haipeng, Wingert Aleksandra, Wang Xinhong, Zhang Jucheng, Sun Jianzhong, Chen Fei, Khalid Syed Ghufran, Gong Yinglan, Xia Ling, Jiang Jun, Wang Jian'an, Zheng Dingchang
Research Centre for Intelligent Healthcare, Coventry University, Coventry, United Kingdom.
Faculty of Health, Education, Medicine, and Social Care, Anglia Ruskin University, Chelmsford, United Kingdom.
Front Physiol. 2021 Oct 12;12:715265. doi: 10.3389/fphys.2021.715265. eCollection 2021.
The three-dimensional (3D) geometry of coronary atherosclerotic plaques is associated with plaque growth and the occurrence of coronary artery disease. However, there is a lack of studies on the 3D geometric properties of coronary plaques. We aim to investigate if coronary plaques of different sizes are consistent in geometric properties. Nineteen cases with symptomatic stenosis caused by atherosclerotic plaques in the left coronary artery were included. Based on attenuation values on computed tomography angiography images, coronary atherosclerotic plaques and calcifications were identified, 3D reconstructed, and manually revised. Multidimensional geometric parameters were measured on the 3D models of plaques and calcifications. Linear and non-linear (i.e., power function) fittings were used to investigate the relationship between multidimensional geometric parameters (length, surface area, volume, etc.). Pearson correlation coefficient (), -squared, and -values were used to evaluate the significance of the relationship. The analysis was performed based on cases and plaques, respectively. Significant linear relationship was defined as -squared > 0.25 and < 0.05. In total, 49 atherosclerotic plaques and 56 calcifications were extracted. In the case-based analysis, significant linear relationships were found between number of plaques and number of calcifications ( = 0.650, = 0.003) as well as total volume of plaques ( = 0.538, = 0.018), between number of calcifications and total volume of plaques ( = 0.703, = 0.001) as well as total volume of calcification ( = 0.646, = 0.003), and between the total volumes of plaques and calcifications ( = 0.872, < 0.001). In plaque-based analysis, the power function showed higher R-squared values than the linear function in fitting the relationships of multidimensional geometric parameters. Two presumptions of plaque geometry in different growth stages were proposed with simplified geometric models developed. In the proposed models, the exponents in the power functions of geometric parameters were in accordance with the fitted values. In patients with coronary artery disease, coronary plaques and calcifications are positively related in number and volume. Different coronary plaques are consistent in the relationship between geometry parameters in different dimensions.
冠状动脉粥样硬化斑块的三维(3D)几何形状与斑块生长及冠状动脉疾病的发生相关。然而,关于冠状动脉斑块的3D几何特性的研究尚缺。我们旨在探究不同大小的冠状动脉斑块在几何特性上是否一致。纳入19例因左冠状动脉粥样硬化斑块导致有症状性狭窄的病例。基于计算机断层扫描血管造影图像上的衰减值,识别冠状动脉粥样硬化斑块和钙化,进行3D重建并手动修正。在斑块和钙化的3D模型上测量多维几何参数。使用线性和非线性(即幂函数)拟合来研究多维几何参数(长度、表面积、体积等)之间的关系。使用Pearson相关系数()、决定系数和P值来评估关系的显著性。分别基于病例和斑块进行分析。显著线性关系定义为决定系数>0.25且P<0.05。共提取49个动脉粥样硬化斑块和56处钙化。在基于病例的分析中,发现斑块数量与钙化数量(=0.650,P=0.003)以及斑块总体积(=0.538,P=0.018)之间、钙化数量与斑块总体积(=0.703,P=0.001)以及钙化总体积(=0.646,P=0.003)之间、斑块和钙化的总体积之间(=0.872,P<0.001)存在显著线性关系。在基于斑块的分析中,幂函数在拟合多维几何参数关系时显示出比线性函数更高的决定系数值。通过建立简化几何模型,提出了不同生长阶段斑块几何形状的两种假设。在所提出的模型中,几何参数幂函数中的指数与拟合值一致。在冠状动脉疾病患者中,冠状动脉斑块和钙化在数量和体积上呈正相关。不同冠状动脉斑块在不同维度的几何参数之间的关系是一致的。