医学
乳房磁振造影
动态对比度
对比度增强
对比度(视觉)
动态增强MRI
图像增强
薄壁组织
放射科
磁共振成像
核医学
乳腺摄影术
病理
乳腺癌
内科学
人工智能
癌症
图像(数学)
计算机科学
作者
Ariella R. Noorily,Samantha L. Heller,Helaina C. Regen-Tuero,Xiaochun Li,Judith D. Goldberg,Yiming Gao
摘要
Background - Ultrafast MRI (UFMRI) can minimize background parenchymal enhancement (BPE), improve cancer visualization, and inform characterization of malignancy. Although BPE is a biomarker for breast cancer risk, washin characteristics of BPE are unknown. Objective - The purpose of this study was to delineate wash-in behavior of normal BPE in healthy women on UFMRI and determine association with patient characteristics. Methods - This retrospective study evaluated consecutive normal screening breast MRI examinations (BI-RADS category 1) (January 2020 to May 2022) with 1 year of negative follow-up MRI. Characteristics including age, menopausal status, and cancer risk factors were recorded. Fibroglandular tissue and BPE on conventional postcontrast sequences were documented. UFMR images were analyzed for level, time to enhancement (TTE), and maximum slope (MS) of BPE as indicators of wash-in characteristics. Ordinal logistic regressions were conducted using a significance level of .05 (two-sided). Results - The final sample included 222 women (median age, 50 years; range, 25-81 years): 110 (49.5%) premenopausal and 112 (50.5%) postmenopausal. BPE was lower on UFMRI than on conventional MRI in 98.5% of examinations with moderate or marked BPE and 85.4% of examinations with mild to marked BPE on conventional postcontrast images (p < .001). BPE on UFMRI was marked in 0% and moderate in 4.1% of examinations. BPE was significantly associated with menopausal status, inversely related to age, and significantly associated with TTE. The odds of high BPE on UFMRI were 7.815 times greater in premenopausal women (95% CI, 4.461-13.689) (p < .001), 1.067 times less per 1-year increase in age (95% CI, 1.046-10.890) (p < .001), and 1.113 times greater per 1-second decrease in TTE (95% CI, 1.589-6.383) (p = .01). MS was higher in premenopausal women but was not statistically significant. BPE was not associated with cancer risk factors. Conclusion - UFMRI mitigates BPE, essentially eliminating marked and moderate BPE. TTE varies by age and menopausal status, suggesting hormonal underpinning. Clinical impact - Minimizing BPE on UFMRI could improve diagnostic accuracy. Wash-in kinetic parameters of BPE have potential to serve as biomarkers in breast cancer risk prediction.
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