title: The Impact of Acquisition Dose on Quantitative Breast Density Estimation with Digital Mammography: Results from ACRIN PA 4006.
abstract: Purpose To investigate the impact of radiation dose on breast density estimation in digital mammography. Materials and Methods With institutional review board approval and Health Insurance Portability and Accountability Act compliance under waiver of consent, a cohort of women from the American College of Radiology Imaging Network Pennsylvania 4006 trial was retrospectively analyzed. All patients underwent breast screening with a combination of dose protocols, including standard full-field digital mammography, low-dose digital mammography, and digital breast tomosynthesis. A total of 5832 images from 486 women were analyzed with previously validated, fully automated software for quantitative estimation of density. Clinical Breast Imaging Reporting and Data System (BI-RADS) density assessment results were also available from the trial reports. The influence of image acquisition radiation dose on quantitative breast density estimation was investigated with analysis of variance and linear regression. Pairwise comparisons of density estimations at different dose levels were performed with Student t test. Agreement of estimation was evaluated with quartile-weighted Cohen kappa values and Bland-Altman limits of agreement. Results Radiation dose of image acquisition did not significantly affect quantitative density measurements (analysis of variance, P = .37 to P = .75), with percent density demonstrating a high overall correlation between protocols (r = 0.88-0.95; weighted κ = 0.83-0.90). However, differences in breast percent density (1.04% and 3.84%, P < .05) were observed within high BI-RADS density categories, although they were significantly correlated across the different acquisition dose levels (r = 0.76-0.92, P < .05). Conclusion Precision and reproducibility of automated breast density measurements with digital mammography are not substantially affected by variations in radiation dose; thus, the use of low-dose techniques for the purpose of density estimation may be feasible. (©) RSNA, 2016 Online supplemental material is available for this article.
authors.affiliation: From the Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, 3600 Market St, Suite 360, Philadelphia PA 19104-2643.
authors.forename: Lin
authors.initials: L
authors.lastname: Chen
authors.affiliation: From the Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, 3600 Market St, Suite 360, Philadelphia PA 19104-2643.
authors.forename: Shonket
authors.initials: S
authors.lastname: Ray
authors.affiliation: From the Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, 3600 Market St, Suite 360, Philadelphia PA 19104-2643.
authors.forename: Brad M
authors.initials: BM
authors.lastname: Keller
authors.affiliation: From the Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, 3600 Market St, Suite 360, Philadelphia PA 19104-2643.
authors.forename: Said
authors.initials: S
authors.lastname: Pertuz
authors.affiliation: From the Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, 3600 Market St, Suite 360, Philadelphia PA 19104-2643.
authors.forename: Elizabeth S
authors.initials: ES
authors.lastname: McDonald
authors.affiliation: From the Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, 3600 Market St, Suite 360, Philadelphia PA 19104-2643.
authors.forename: Emily F
authors.initials: EF
authors.lastname: Conant
authors.affiliation: From the Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, 3600 Market St, Suite 360, Philadelphia PA 19104-2643.
authors.forename: Despina
authors.initials: D
authors.lastname: Kontos
mesh_terms: D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D000465:Algorithms; D000071060:Breast Density; D001943:Breast Neoplasms / Q000000981:diagnostic imaging*; D005260:Female; D006801:Humans; D008327:Mammography / Q000379:methods*; D008875:Middle Aged; D010414:Pennsylvania; D011829:Radiation Dosage; D011857:Radiographic Image Interpretation, Computer-Assisted; D015203:Reproducibility of Results; D012189:Retrospective Studies; D012680:Sensitivity and Specificity