Amount of fibroglandular tissue FGT and background parenchymal enhancement BPE in relation to breast cancer risk and false positives in a breast MRI screening program. A retrospective cohort study
Creators
- 1. Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen (Netherlands)
- 2. Department of Pathology, Radboud University Medical Center, Nijmegen (Netherlands)
- 3. Department for Health Evidence, Radboud University Medical Center, Nijmegen (Netherlands)
Description
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.
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-019-06020-2Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology
- Journal Volume
- 29
- Journal Issue
- 9
- Journal Page Range
- p. 4678-4690
- ISSN
- 0938-7994
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 51012520
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ADAPTIVE SYSTEMS; ALGORITHMS; AUTOMATION; BIOPSY; CARCINOMAS; IMAGE PROCESSING; MAMMARY GLANDS; NMR IMAGING; REGRESSION ANALYSIS; RELAXATION TIME; SCREENING; SENSITIVITY; SPECIFICITY; WEIGHTING FUNCTIONS
- Descriptors DEC
- BODY; COMPUTERIZED CONTROL SYSTEMS; CONTROL SYSTEMS; DIAGNOSTIC TECHNIQUES; DISEASES; FUNCTIONS; GLANDS; MATHEMATICAL LOGIC; MATHEMATICS; NEOPLASMS; ON-LINE CONTROL SYSTEMS; ON-LINE SYSTEMS; ORGANS; PROCESSING; STATISTICS