Background: The role of image-derived biomarkers in recurrent oligometastatic Prostate Cancer (PCa) is unexplored. This paper aimed to evaluate [F]FMCH PET/CT radiomic analysis in patients with recurrent PCa after primary radical therapy. Specifically, we tested intra-patient lesions similarity in oligometastatic and plurimetastatic PCa, comparing the two most used definitions of oligometastatic disease.
Methods: PCa patients eligible for [F]FMCH PET/CT presenting biochemical failure after first-line curative treatments were invited to participate in this prospective observational trial. PET/CT images of 92 patients were visually and quantitatively analyzed. Each patient was classified as oligometastatic or plurimetastatic according to the total number of detected lesions (up to 3 and up to 5 or > 3 and > 5, respectively). Univariate and intra-patient lesions' similarity analysis were performed.
Results: [F]FMCH PET/CT identified 370 lesions, anatomically classified as regional lymph nodes and distant metastases. Thirty-eight and 54 patients were designed oligometastatic and plurimetastatic, respectively, using a 3-lesion threshold. The number of oligometastic scaled up to 60 patients (thus 32 plurimetastatic patients) with a 5-lesion threshold. Similarity analysis showed high lesions' heterogeneity. Grouping patients according to the number of metastases, patients with oligometastatic PCa defined with a 5-lesion threshold presented lesions heterogeneity comparable to plurimetastic patients. Lesions within patients having a limited tumor burden as defined by three lesions were characterized by less heterogeneity.
Conclusions: We found a comparable heterogeneity between patients with up to five lesions and plurimetastic patients, while patients with up to three lesions were less heterogeneous than plurimetastatic patients, featuring different cells phenotypes in the two groups. Our results supported the use of a 3-lesion threshold to define oligometastatic PCa.
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http://dx.doi.org/10.1186/s13550-021-00858-8 | DOI Listing |
Cancers (Basel)
January 2023
Nuclear Medicine, Department of Translational Research and Advanced Technology in Medicine and Surgery, Pisa University Hospital, University of Pisa, Via Roma 67, 56123 Pisa, Italy.
Advanced image analysis, including radiomics, has recently acquired recognition as a source of biomarkers, although there are some technical and methodological challenges to face for its application in the clinic. Among others, proper phenotyping of metastatic or systemic disease where multiple lesions coexist is an issue, since each lesion contributes to characterization of the disease. Therefore, the radiomic profile of each lesion should be modeled into a more complex architecture able to reproduce each "unit" (lesion) as a part of the "entire" (patient).
View Article and Find Full Text PDFEJNMMI Res
November 2021
Nuclear Medicine, Department of Translational Research and Advanced Technology in Medicine and Surgery University of Pisa, Pisa University Hospital, Via Roma 67, 56123, Pisa, Italy.
Background: The role of image-derived biomarkers in recurrent oligometastatic Prostate Cancer (PCa) is unexplored. This paper aimed to evaluate [F]FMCH PET/CT radiomic analysis in patients with recurrent PCa after primary radical therapy. Specifically, we tested intra-patient lesions similarity in oligometastatic and plurimetastatic PCa, comparing the two most used definitions of oligometastatic disease.
View Article and Find Full Text PDFEur J Nucl Med Mol Imaging
January 2020
Nuclear Medicine, Pisa University Hospital, Via Roma 67, 56123, Pisa, Italy.
Background: In the last years, functional imaging has given a significant contribution to the clinical decision-making of biochemically relapsed prostate cancer (PCa). Hereby, we present a prospective study aiming to validate the role of [F]Fluoro-Methyl Choline ([F]FMCH) PET/CT in the selection of PCa patients suitable for stereotactic body radiotherapy (SBRT).
Methods: Patients with biochemical recurrence limited up to three lesions revealed by [F]FMCH PET/CT were enrolled in the present study and treated with SBRT on all active lesions.
Radiat Oncol
January 2016
Department of Translational Research and New Technologies in Medicine, Regional Center of Nuclear Medicine, University of Pisa, Via Savi 10, 56126, Pisa, Italy.
Background: A new entity of patients with recurrent prostate cancer limited to a small number of active metastatic lesions is having growing interest: the oligometastatic patients. Patients with oligometastatic disease could eventually be managed by treating all the active lesions with local therapy, i.e.
View Article and Find Full Text PDFEur J Nucl Med Mol Imaging
April 2008
Department of Nuclear Medicine, University of Bonn, Bonn, Germany.
Purpose: Recently published data indicated (18)F-fluorocholine to be feasible for imaging vulnerable atherosclerotic plaques in an animal model.
Methods: Five patients undergoing whole-body (18)F-fluoromethylcholine-((18)F-FMCH-) PET/CT for imaging of prostate cancer disease were retrospectively evaluated. Whole-body PET scans were started immediately after i.
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