Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Madrid, Spain.
Department of Nuclear Medicine, Hospital Universitario 12 de Octubre, Madrid, Spain.
Int J Comput Assist Radiol Surg. 2022 Feb;17(2):373-383. doi: 10.1007/s11548-021-02508-9. Epub 2021 Oct 26.
Chemotherapy-induced cardiotoxicity is one of the main complications during and after cancer treatment. While echocardiography is the most used technique in clinical practice to evaluate left ventricular (LV) dysfunction, a multimodal approach is preferred for the early detection of anthracycline-induced cardiotoxicity. In this paper, an image processing tool allowing the qualitative and quantitative analysis of myocardial metabolic activity by [F]fluorodeoxyglucose (FDG) positron emission tomography computed tomography (PET/CT) images, acquired routinely during and after cancer treatment, is presented.
The methodology is based on cardiac single photon emission computed tomography image processing protocols used in clinical practice. LV polar maps are created, and quantitative regional values are calculated. The tool was validated in a study group of 24 patients with Hodgkin or non-Hodgkin lymphoma (HL and NHL, respectively) treated with anthracyclines. Staging, interim and end-of-treatment [F]FDG PET/CT images were acquired and the presented tool was used to extract the quantitative metrics of LV metabolic activity.
Results show an overall increase of metabolic activity in the interim PET image acquired while on treatment compared to staging PET, which then decreased in the end-of-treatment scan. Positive correlation coefficients between staging and interim scans, and negative correlation coefficients between interim and end-of-treatment scans also support this finding. Metabolic changes occur predominantly in the septal region.
The proposed methodology and presented software solution provides the capability to assess quantitatively myocardial metabolism acquired by routine [F]FDG PET/CT scanning during cancer treatment for evaluating anthracycline-induced cardiotoxicity. The [F]FDG PET/CT septal-lateral uptake ratio is proposed as a new quantitative measure of myocardial metabolism.
化疗引起的心脏毒性是癌症治疗期间和之后的主要并发症之一。虽然超声心动图是临床实践中评估左心室(LV)功能障碍最常用的技术,但多模态方法更适合早期检测蒽环类药物引起的心脏毒性。本文介绍了一种图像处理工具,该工具允许通过[F]氟脱氧葡萄糖(FDG)正电子发射断层扫描计算机断层扫描(PET/CT)图像对心肌代谢活性进行定性和定量分析,这些图像在癌症治疗期间和之后常规获取。
该方法基于临床实践中使用的心脏单光子发射计算机断层扫描图像处理方案。创建 LV 极地图,并计算定量区域值。该工具在一组 24 例接受蒽环类药物治疗的霍奇金或非霍奇金淋巴瘤(HL 和 NHL)患者的研究组中进行了验证。采集分期、中期和治疗结束时的[F]FDG PET/CT 图像,并使用提出的工具提取 LV 代谢活性的定量指标。
结果显示,与分期 PET 相比,治疗期间获取的中期 PET 图像中代谢活性总体增加,然后在治疗结束时扫描中降低。分期和中期扫描之间的正相关系数以及中期和治疗结束时扫描之间的负相关系数也支持这一发现。代谢变化主要发生在间隔区域。
所提出的方法和提出的软件解决方案提供了通过常规[F]FDG PET/CT 扫描评估癌症治疗期间评估蒽环类药物引起的心脏毒性的心肌代谢的定量能力。提出了[F]FDG PET/CT 间隔-侧壁摄取比作为心肌代谢的新的定量指标。