IEEE Trans Med Imaging. 2024 Nov;43(11):3710-3718. doi: 10.1109/TMI.2024.3398816. Epub 2024 Nov 4.
Fluorescence molecular endoscopy (FME) is emerging as a "red-flag" technique with potential to deliver earlier, faster, and more personalized detection of disease in the gastrointestinal tract, including cancer, and to gain insights into novel drug distribution, dose finding, and response prediction. However, to date, the performance of FME systems is assessed mainly by endoscopists during a procedure, leading to arbitrary, potentially biased, and heavily subjective assessment. This approach significantly affects the repeatability of the procedures and the interpretation or comparison of the acquired data, representing a major bottleneck towards the clinical translation of the technology. Herein, we propose a robust methodology for FME performance assessment and quality control that is based on a novel multi-parametric rigid standard. This standard enables the characterization of an FME system's sensitivity through a single acquisition, performance comparison of multiple systems, and, for the first time, quality control of a system as a function of time and number of usages. We show the photostability of the standard experimentally and demonstrate how it can be used to characterize the performance of an FME system. Moreover, we showcase how the standard can be employed for quality control of a system. In this study, we find that the use of composite fluorescence standards before endoscopic procedures can ensure that an FME system meets the performance criteria and that components prone to performance degradation are replaced in time, avoiding disruption of clinical endoscopy logistics. This will help overcome a major barrier for the translation of FME into the clinics.
荧光分子内窥镜(FME)作为一种“红旗”技术正在兴起,具有在胃肠道中更早、更快、更个性化地检测疾病(包括癌症)的潜力,并深入了解新型药物分布、剂量发现和反应预测。然而,迄今为止,FME 系统的性能主要是由内窥镜医生在手术过程中进行评估的,这导致了任意的、潜在有偏见的、高度主观的评估。这种方法严重影响了程序的可重复性以及所获取数据的解释或比较,这是该技术向临床转化的主要瓶颈。在此,我们提出了一种基于新型多参数刚性标准的 FME 性能评估和质量控制的稳健方法。该标准能够通过单次采集来表征 FME 系统的灵敏度,比较多个系统的性能,并首次实现了系统随时间和使用次数的质量控制。我们通过实验证明了标准的光稳定性,并展示了如何利用它来描述 FME 系统的性能。此外,我们展示了如何将标准用于系统的质量控制。在这项研究中,我们发现,在进行内窥镜检查程序之前使用复合荧光标准可以确保 FME 系统满足性能标准,并且易于出现性能下降的组件能够及时更换,避免了临床内窥镜检查的物流中断。这将有助于克服 FME 向临床转化的主要障碍。