Use of Imaging Markers by Fluorocholine PET/MR to Predict Molecular Subtypes and Clinical Outcomes of Breast Cancer: A Pilot Study
Use of Imaging Markers by Fluorocholine PET/MR to Predict Molecular Subtypes and Clinical Outcomes of Breast Cancer: A Pilot Study
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:
Study steps / procedures:
(1). The participant will undergo NPO for at least 6 hours before the examination.
(2). After intravenous injection of 5-6 mCi 18F- Fluorodeoxyglucose (FDG), the participant will rest for approximately 60 minutes, followed by a 20-25-minute whole-body PET/MR examination. FDG is a commercially available PET tracer approved for clinical diagnosis.
3. PET/MR of the breast:
4. The whole-body FDG PET/MR, and the breast FCH PET/MR will be performed on different days (interval of at least 2 days).
5. The study results will be interpreted by board certified diagnostic radiologists and nuclear medicine physicians, and relayed to the patient's physicians for reference of clinical management.
6. The radiation dose (effective dose equivalent, EDE) of a whole-body FDG PET/MR measures about 6.6 millisievert [mSv], the EDE of a FCH breast PET/MR measures about 3.85 mSv, totally about 10.45 mSv, which is relatively equivalent to that of a chest CT scan (without and with contrast, 10.8 mSv), resulting in a very low estimated risk of secondary cancer (about 5/10000 to 7/10000). Most of the radioactivity from FDG and FCH will decay naturally, and only a minimal portion will be excreted through the urinary and hepatobiliary systems.
Inclusion Criteria:
Exclusion Criteria:
jwang2@vghtpe.gov.tw+886938591583