1. Proton density water fraction as a reproducible MR‐based measurement of breast density
- Author
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Roberta M. Strigel, Diego Hernando, Erin B Macdonald, Leah C. Henze Bancroft, Scott B. Reeder, Colin Longhurst, and Jacob M Johnson
- Subjects
Materials science ,medicine.diagnostic_test ,business.industry ,Reproducibility of Results ,Water ,Repeatability ,medicine.disease ,Magnetic Resonance Imaging ,Article ,Imaging phantom ,Breast cancer ,Flip angle ,medicine ,Humans ,Mammography ,Breast MRI ,Radiology, Nuclear Medicine and imaging ,Breast density ,Protons ,Nuclear medicine ,business ,Proton density ,Breast Density - Abstract
PURPOSE: To introduce proton density water-fraction (PDWF) as a confounder-corrected MR-based biomarker of mammographic breast density, a known risk factor for breast cancer. METHODS: Chemical shift encoded (CSE) MR images were acquired using a low flip angle to provide proton density contrast from multiple echo times. Fat and water images, corrected for known biases, were produced by a six-echo confounder-corrected (CC) CSE-MRI algorithm. Fibroglandular tissue (FGT) volume was calculated from whole-breast segmented PDWF maps at 1.5T and 3T. The method was evaluated in (1) a physical fat-water phantom and (2) normal volunteers. Results from two- and three-echo CSE-MRI methods were included for comparison. RESULTS: Six-echo CC-CSE-MRI produced unbiased estimates of the total water volume in the phantom (mean bias 3.3%) and was reproducible across protocol changes (repeatability coefficient=14.8 cm(3) and 13.97 cm(3) at 1.5T and 3.0T respectively) and field strengths (repeatability coefficient=51.7 cm(3)) in volunteers, while the two- and three-echo CSE-MRI approaches produced biased results in phantoms (mean bias 30.7% and 10.4%) that was less reproducible across field strengths in volunteers (repeatability coefficient=82.3 cm(3) and 126.3 cm(3)). Significant differences in measured FGT volume was found between the six-echo CC-CSE-MRI and the two- and three-echo CSE-MRI approaches (P = 0.002 and P =0.001). CONCLUSION: The use of six-echo CC-CSE-MRI to create unbiased PDWF maps that reproducibly quantify FGT in the breast is demonstrated. Further studies are needed to correlate this quantitative MR biomarker for breast density with mammography and overall risk for breast cancer.
- Published
- 2021