The Role and Potential of 18F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics

被引:36
作者
Filippi, Luca [1 ]
Bianconi, Francesco [2 ]
Schillaci, Orazio [3 ,4 ]
Spanu, Angela [5 ]
Palumbo, Barbara [6 ]
机构
[1] Santa Maria Goretti Hosp, Nucl Med Unit, Via Antonio Canova, I-04100 Latina, Italy
[2] Univ Perugia, Dept Engn, Via Goffredo Duranti 93, I-06135 Perugia, Italy
[3] Univ Tor Vergata, Dept Biomed & Prevent, Viale Oxford 81, I-00133 Rome, Italy
[4] IRCCS Neuromed, I-86077 Pozzilli, Italy
[5] Univ Sassari, Dept Med Surg & Expt Sci, Unit Nucl Med, Viale San Pietro 8, I-07100 Sassari, Italy
[6] Univ Perugia, Dept Med & Surg, Sect Nucl Med & Hlth Phys, Piazza Lucio Severi 1, I-06132 Perugia, Italy
关键词
malignant melanoma; PET/CT; F-18-FDG; BRAF mutation; radiomics; artificial intelligence; precision medicine; POSITRON-EMISSION-TOMOGRAPHY; METASTATIC MELANOMA; FDG-PET; BRAF; PROGRESSION; HETEROGENEITY; INHIBITION; IPILIMUMAB; PREDICTION; PARAMETERS;
D O I
10.3390/diagnostics12040929
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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-18-fluorodeoxyglucose (F-18-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-18-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.
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页数:22
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