Objectives:
Our study is conducted to use the pre-treatment Fluorocholine (FCH) Positron emission tomography/magnetic resonance (PET/MR) imaging in breast cancer patients, to investigate whether the conventional PET/MR imaging markers (maximum standardized uptake value [SUVmax], MR spectroscopy-derived choline analysis, dynamic contrast-enhanced MRI, apparent diffusion coefficient [ADC] analysis), and FCH PET/MR radiomic features, deep learning (DL) analysis are associated with molecular subtypes, clinical outcomes, treatment response, survival, and which parameters are more accurate for predictive purposes.
Primary study purposes:
-To investigate whether the pre-treatment FCH PET/MR imaging parameters are associated with molecular subtypes of breast cancers, and to evaluate the diagnostic performance for predictive purposes.
Secondary study purposes:
-To investigate whether the pre-treatment FCH PET/MR imaging parameters are associated with the factors related to clinical outcomes (histologic grade, prognosis) and to analyze which parameters are more accurate for predictive purposes.
Test drug:
Name: 18F- Fluorocholine (18F-FCH) Dosage form: N-([18F]fluoromethyl)-2-hydroxy-N,N-dimethylethan-1-aminium Strength: 3-5 MBq/kg per patient (5-6 mCi/mL at time of injection (TOI)) Dosage and administration: Intravenous injection.fluoromethyl
Selection criteria:
1. Women aged 25-75 years old.
2. Women diagnosed with breast cancer by pathological diagnosis from a core biopsy within 3 months and who will receive neoadjuvant chemotherapy (NAC) before surgery; or women with pathologically proven breast cancer within 3 months and who will receive operation (without pre-operative neoadjuvant chemotherapy).
3. Women whose Eastern Cooperative Oncology Group (ECOG) performance status of 0-2 and life expectancy at least 3 months.