Standardization of Breast Dynamic Contrast-enhanced MRI Signal with Application to the Assessment of Background Parenchymal Enhancement Rate

Milica Medved; Keiko Tsuchiya; Xiaobing Fan; Gregory S Karczmar; Hiroyuki Abe

doi:10.2174/1573405619666230306105820

Standardization of Breast Dynamic Contrast-enhanced MRI Signal with Application to the Assessment of Background Parenchymal Enhancement Rate

Curr Med Imaging. 2023 Mar 6. doi: 10.2174/1573405619666230306105820. Online ahead of print.

Authors

Milica Medved¹, Keiko Tsuchiya², Xiaobing Fan¹, Gregory S Karczmar¹, Hiroyuki Abe¹

Affiliations

¹ Department of Radiology, The University of Chicago, Chicago, IL.
² Shiga University of Medical Science, Shiga, Japan.

PMID: 36876846
DOI: 10.2174/1573405619666230306105820

Abstract

Background: There is currently no clinically accepted method for quantifying background parenchymal enhancement (BPE), though a sensitive method might allow individualized risk management based on the response to cancer-preventative hormonal therapy.

Objective: The objective of this pilot study is to demonstrate the utility of linear modeling of standardized dynamic contrast-enhanced MRI (DCEMRI) signal for quantifying changes in BPE rates.

Methods: On a retrospective database search, 14 women with DCEMRI examinations pre- and post- treatment with tamoxifen were identified. DCEMRI signal was averaged over the parenchymal ROIs to obtain time-dependent signal curves S(t). The gradient echo signal equation was used to standardize scale S(t) to values of (FA) ̃ = 10° and (TR) ̃ = 5.5 ms, and obtain the standardized parameters of DCE-MRI signal S ̃_p (t). Relative signal enhancement (〖RSE〗_p ) ̃ was calculated from S ̃_p, and the reference tissue method for T1 calculation was used to standardize (〖RSE〗_p ) ̃ to gadodiamide as the contrast agent, obtaining (RSE) ̃. (RSE) ̃, in the first 6 minutes, post-contrast administration was fit to a linear model with the slope α ̃_RSE denoting the standardized rate relative BPE.

Results: Changes in α ̃_RSE were not found to be significantly correlated with the average duration of tamoxifen treatment, age at the initiation of preventative treatment, or pre-treatment BIRADS breast density category. The average change in α ̃_RSE showed a large effect size of -1.12, significantly higher than -0.86 observed without signal standardization (p < 0.01).

Conclusion: Linear modeling of BPE in standardized DCEMRI can provide quantitative measurements of BPE rates, improving sensitivity to changes due to tamoxifen treatment.

Keywords: MRI signal standardization; background parenchymal enhancement (BPE); breast cancer preventative therapy; dynamic contrast-enhanced MRI (DCEMRI); quantitative MRI; risk assessment; risk assessmentquantitative MRI.