Vizza Patrizia, Succurro Elena, Pozzi Giuseppe, Guzzi Pietro Hiram, Cascini Giuseppe Lucio, Tradigo Giuseppe, Veltri Pierangelo
Department of Medical and Surgery Sciences, Magna Græcia University, Catanzaro, 88100 Italy.
Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, 20133 Italy.
J Healthc Inform Res. 2024 Sep 25;8(4):640-657. doi: 10.1007/s41666-024-00172-7. eCollection 2024 Dec.
Positron emission tomography (PET) with F-18 fluorodeoxyglucose (FDG) tracer is the standard clinical technique to measure myocardial and vessel metabolism and viability and to investigate the metabolic syndrome associated with cardiovascular diseases. The quantitative analysis of PET images allows one to study the cardiovascular physiological processes, by extracting quantitative parameters from the analysis of the tracer kinetic. Here, we propose a new methodology to quantify and evaluate the evolution of glucose metabolism inside the myocardium and the large vascular structures over time. We merge and analyze PET and CT cardiac images, extracting different volumes of interest (VOI) and performing quantitative measurements. To validate it, we apply the methodology to merge images of the aorta vessel for patients affected by metabolic syndrome. The application of the proposed approach to the use case reveals a correlation between administered drugs and metabolic syndrome, measuring the glucose metabolic rate (MRGlu) in both the myocardium and aorta. The proposed methodology can be used to evaluate some cardiovascular risk indexes of diabetic patients, too. The proposed methodology can also be deployed to analyze other application domains.
使用F-18氟脱氧葡萄糖(FDG)示踪剂的正电子发射断层扫描(PET)是测量心肌和血管代谢及活力以及研究与心血管疾病相关的代谢综合征的标准临床技术。PET图像的定量分析使人们能够通过从示踪剂动力学分析中提取定量参数来研究心血管生理过程。在此,我们提出一种新方法,用于量化和评估心肌和大血管结构内葡萄糖代谢随时间的演变。我们合并并分析PET和CT心脏图像,提取不同的感兴趣体积(VOI)并进行定量测量。为了验证它,我们将该方法应用于合并代谢综合征患者的主动脉血管图像。将所提出的方法应用于该用例揭示了给药药物与代谢综合征之间的相关性,同时测量了心肌和主动脉中的葡萄糖代谢率(MRGlu)。所提出的方法也可用于评估糖尿病患者的一些心血管风险指标。所提出的方法还可用于分析其他应用领域。