Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Geert Grooteplein 10, route 766, 6525 GA, Nijmegen, the Netherlands.
Department of Pathology, Radboud University Medical Center, Nijmegen, the Netherlands.
Eur Radiol. 2019 Sep;29(9):4678-4690. doi: 10.1007/s00330-019-06020-2. Epub 2019 Feb 22.
The purpose of this study is to evaluate the predictive value of the amount of fibroglandular tissue (FGT) and background parenchymal enhancement (BPE), measured at baseline on breast MRI, for breast cancer development and risk of false-positive findings in women at increased risk for breast cancer.
Negative baseline MRI scans of 1533 women participating in a screening program for women at increased risk for breast cancer between January 1, 2003, and January 1, 2014, were selected. Automated tools based on deep learning were used to obtain quantitative measures of FGT and BPE. Logistic regression using forward selection was used to assess relationships between FGT, BPE, cancer detection, false-positive recall, and false-positive biopsy.
Sixty cancers were detected in follow-up. FGT was only associated to short-term cancer risk; BPE was not associated with cancer risk. High FGT and BPE did lead to more false-positive recalls at baseline (OR 1.259, p = 0.050, and OR 1.475, p = 0.003) and to more frequent false-positive biopsies at baseline (OR 1.315, p = 0.049, and OR 1.807, p = 0.002), but were not predictive for false-positive findings in subsequent screening rounds.
FGT and BPE, measured on baseline MRI, are not predictive for overall breast cancer development in women at increased risk. High FGT and BPE lead to more false-positive findings at baseline.
• Amount of fibroglandular tissue is only predictive for short-term breast cancer risk in women at increased risk. • Background parenchymal enhancement measured on baseline MRI is not predictive for breast cancer development in women at increased risk. • High amount of fibroglandular tissue and background parenchymal enhancement lead to more false-positive findings at baseline MRI.
本研究旨在评估基线期乳腺 MRI 上测量的纤维腺体组织(FGT)和背景实质强化(BPE)的量对乳腺癌发展和乳腺癌高风险女性假阳性发现的风险的预测价值。
选取 2003 年 1 月 1 日至 2014 年 1 月 1 日期间参加乳腺癌高风险筛查计划的 1533 名女性的阴性基线 MRI 扫描。使用基于深度学习的自动工具获得 FGT 和 BPE 的定量测量值。使用向前选择的逻辑回归评估 FGT、BPE、癌症检出、假阳性召回和假阳性活检之间的关系。
在随访中检测到 60 例癌症。FGT 仅与短期癌症风险相关;BPE 与癌症风险无关。高 FGT 和 BPE 确实导致基线期更多的假阳性召回(OR 1.259,p=0.050 和 OR 1.475,p=0.003)和更多的基线期假阳性活检(OR 1.315,p=0.049 和 OR 1.807,p=0.002),但不能预测后续筛查轮次的假阳性发现。
基线期 MRI 上测量的 FGT 和 BPE 不能预测乳腺癌高风险女性的总体乳腺癌发展。高 FGT 和 BPE 导致基线期更多的假阳性发现。
• 纤维腺体组织的量仅可预测乳腺癌高风险女性的短期乳腺癌风险。• 基线期 MRI 上测量的背景实质强化不能预测乳腺癌高风险女性的乳腺癌发展。• 高纤维腺体组织量和背景实质强化导致基线期 MRI 上更多的假阳性发现。