1. Hybrid 18F-FDG-PET/MRI Measurement of Standardized Uptake Value Coupled with Yin Yang 1 Signature in Metastatic Breast Cancer. A Preliminary Study
- Author
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Schiano Concetta, Franzese Monica, Pane Katia, Garbino Nunzia, Soricelli Andrea, Salvatore Marco, de Nigris Filomena, Napoli Claudio, SCHIANO, Concetta, Schiano, Concetta, Franzese, Monica, Pane, Katia, Garbino, Nunzia, Soricelli, Andrea, Salvatore, Marco, de NIGRIS, Filomena, and Napoli, Claudio
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0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Estrogen receptor ,Standardized uptake value ,lcsh:RC254-282 ,Peripheral blood mononuclear cell ,Article ,Metastasis ,Imaging ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,Internal medicine ,medicine ,Standardized Uptake Value Maximum ,Breast ,Yin Yang 1 ,Stage (cooking) ,Radiomics ,business.industry ,Marker ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,medicine.disease ,Metastatic breast cancer ,030104 developmental biology ,030220 oncology & carcinogenesis ,Radiomic ,business - Abstract
Purpose: Detection of breast cancer (BC) metastasis at the early stage is important for the assessment of BC progression status. Image analysis represents a valuable tool for the management of oncological patients. Our preliminary study combined imaging parameters from hybrid 18F-FDG-PET/MRI and the expression level of the transcriptional factor Yin Yang 1 (YY1) for the detection of early metastases. Methods: The study enrolled suspected n = 217 BC patients that underwent 18F-FDG-PET/MRI scans. The analysis retrospectively included n = 55 subjects. n = 40 were BC patients and n = 15 imaging-negative female individuals were healthy subjects (HS). Standard radiomics parameters were extracted from PET/MRI image. RNA was obtained from peripheral blood mononuclear cells and YY1 expression level was evaluated by real time reverse transcription polymerase chain reactions (qRT-PCR). An enzyme-linked immuosorbent assay (ELISA) was used to determine the amount of YY1 serum protein. Statistical comparison between subgroups was evaluated by Mann-Whitney U and Spearman&rsquo, s tests. Results: Radiomics showed a significant positive correlation between Greg-level co-occurrence matrix (GLCM) and standardized uptake value maximum (SUVmax) (r = 0.8 and r = 0.8 respectively) in BC patients. YY1 level was significant overexpressed in estrogen receptor (ER)-positive/progesteron receptor-positive/human epidermal growth factor receptor2-negative (ER+/PR+/HER2-) subtype of BC patients with synchronous metastasis (SM) at primary diagnosis compared to metachronous metastasis (MM) and HS (p <, 0.001) and correlating significantly with 18F-FDG-uptake parameter (SUVmax) (r = 0.48). Conclusions: The combination of functional 18F-FDG-PET/MRI parameters and molecular determination of YY1 could represent a novel integrated approach to predict synchronous metastatic disease with more accuracy than 18F-FDG-PET/MRI alone.
- Published
- 2019
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