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F-FDG PET/CT在恶性黑色素瘤中的作用及潜力:预后评估、监测靶向治疗和免疫治疗反应以及放射组学

The Role and Potential of F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics.

作者信息

Filippi Luca, Bianconi Francesco, Schillaci Orazio, Spanu Angela, Palumbo Barbara

机构信息

Nuclear Medicine Unit, "Santa Maria Goretti" Hospital, Via Antonio Canova, 04100 Latina, Italy.

Department of Engineering, Università Degli Studi di Perugia, Via Goffredo Duranti 93, 06135 Perugia, Italy.

出版信息

Diagnostics (Basel). 2022 Apr 8;12(4):929. doi: 10.3390/diagnostics12040929.

Abstract

Novel therapeutic approaches, consisting of immune check-point inhibitors (ICIs) and molecularly targeted therapy, have thoroughly changed the clinical management of malignant melanoma (MM), the most frequent and deadly skin cancer. Since only 30-40% of MM patients respond to ICIs, imaging biomarkers suitable for the pre-therapeutic stratification and response assessment are warmly welcome. In this scenario, positron emission computed tomography (PET/CT) with F-fluorodeoxyglucose (F-FDG) has been successfully utilized for advanced MM staging and therapy response evaluation. Furthermore, several PET-derived parameters (SUVmax, MTV, TLG) were particularly impactful for the prognostic evaluation of patients submitted to targeted and immunotherapy. In this review, we performed a web-based and desktop research on the clinical applications of F-FDG PET/CT in MM, with a particular emphasis on the various metabolic criteria developed for interpreting PET/CT scan in patients undergoing immunotherapy or targeted therapy or a combination of both. Furthermore, the emerging role of radiomics, a quantitative approach to medical imaging applying analysis methodology derived by the field of artificial intelligence, was examined in the peculiar context, putting a particular emphasis on the potential of this discipline to support clinicians in the delicate process of building patient-tailored pathways of care.

摘要

由免疫检查点抑制剂(ICI)和分子靶向治疗组成的新型治疗方法彻底改变了恶性黑色素瘤(MM)这一最常见且致命的皮肤癌的临床管理。由于只有30%-40%的MM患者对ICI有反应,因此非常欢迎适用于治疗前分层和反应评估的成像生物标志物。在这种情况下,使用F-氟脱氧葡萄糖(F-FDG)的正电子发射计算机断层扫描(PET/CT)已成功用于晚期MM分期和治疗反应评估。此外,几个PET衍生参数(SUVmax、MTV、TLG)对接受靶向治疗和免疫治疗的患者的预后评估特别有影响。在本综述中,我们对F-FDG PET/CT在MM中的临床应用进行了基于网络和桌面的研究,特别强调了为解释接受免疫治疗或靶向治疗或两者联合治疗的患者的PET/CT扫描而制定的各种代谢标准。此外,在这一特殊背景下研究了放射组学的新兴作用,放射组学是一种应用人工智能领域衍生的分析方法对医学成像进行定量分析的方法,特别强调了该学科在支持临床医生制定针对患者的个性化护理路径这一精细过程中的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e05/9028862/0dbf27bb151f/diagnostics-12-00929-g001.jpg

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