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Accuracy and precision of quantitative DCE-MRI parameters: How should one estimate contrast concentration?

Wake, Nicole; Chandarana, Hersh; Rusinek, Henry; Fujimoto, Koji; Moy, Linda; Sodickson, Daniel K; Kim, Sungheon Gene
INTRODUCTION/BACKGROUND:-weighted DCE-MRI. MATERIALS AND METHODS/METHODS:) and arterial input function (AIF). In addition, the effect of the conversion method on the diagnostic accuracy was evaluated with 36 breast lesions (19 benign and 17 malignant). RESULTS:. CONCLUSION/CONCLUSIONS:measurement is not available and a low FA is used for DCE-MRI, the uncertainty in the contrast kinetic parameter estimation can be reduced by using the LC method with pAIF, without compromising the diagnostic accuracy.
PMCID:6102067
PMID: 29777820
ISSN: 1873-5894
CID: 3121612

Canceled MRI-guided Breast Biopsies Due to Nonvisualization: Follow-up and Outcomes

Pinnamaneni, Niveditha; Moy, Linda; Gao, Yiming; Melsaether, Amy N; Babb, James S; Toth, Hildegard K; Heller, Samantha L
RATIONALE AND OBJECTIVE/OBJECTIVE:The objective of this study was to evaluate breast lesion outcomes in patients after canceled MRI-guided breast biopsy due to lesion nonvisualization. MATERIALS AND METHODS/METHODS:Electronic medical records (January 2007-December 2014) were searched for patients with canceled magnetic resonance imaging (MRI)-guided breast biopsies due to lesion nonvisualization. A total of 1403 MRI-detected lesions were scheduled for MRI-guided biopsy and 89 were canceled because of nonvisualization. Imaging studies and medical records were reviewed for patient demographics, lesion characteristics, and subsequent malignancy. Patients without adequate MRI follow-up imaging were excluded. Statistical analysis was employed to determine if patient demographics or lesion characteristics were predictive of lesion resolution or lesion biopsy after subsequent follow-up. RESULTS:Eighty-nine (6.3% [89/1403]; 95% confidence interval, 5.2%-7.7%) biopsies in 89 women were canceled because of nonvisualization. Follow-up MRIs greater than 5.5 months were available for 60.7% (54/89) of women. In 74.1% (40/54) of these patients, the lesions completely resolved on follow-up. In 25.9% (14/54) of the patients, the lesion persisted on follow-up; 42.9% (6/14) of these patients underwent biopsy. One case (1.9% [1/54]) yielded ductal carcinoma in situ with microinvasion at the 6-month follow-up. No patient demographics or lesion features were associated with lesion resolution or lesion biopsy. CONCLUSIONS:The majority of canceled MRI-guided biopsy lesions resolved on later follow-up; however, because of the small possibility of a missed malignancy, follow-up MRI imaging at 6 months is recommended.
PMID: 29478921
ISSN: 1878-4046
CID: 2965782

Use of Breast Cancer Screening and Its Association with Later Use of Preventive Services among Medicare Beneficiaries

Kang, Stella K; Jiang, Miao; Duszak, Richard; Heller, Samantha L; Hughes, Danny R; Moy, Linda
Purpose To retrospectively assess whether there is an association between screening mammography and the use of a variety of preventive services in women who are enrolled in Medicare. Materials and Methods U.S. Medicare claims from 2010 to 2014 Research Identifiable Files were reviewed to retrospectively identify a group of women who underwent screening mammography and a control group without screening mammography in 2012. The screened group was divided into positive versus negative results at screening, and the positive subgroup was divided into false-positive and true-positive findings. Multivariate logistic regression models and inverse probability of treatment weighting were used to examine the relationship between screening status and the probabilities of undergoing Papanicolaou test, bone mass measurement, or influenza vaccination in the following 2 years. Results The cohort consisted of 555 705 patients, of whom 185 625 (33.4%) underwent mammography. After adjusting for patient demographics, comorbidities, geographic covariates, and baseline preventive care, women who underwent index screening mammography (with either positive or negative results) were more likely than unscreened women to later undergo Papanicolaou test (odds ratio [OR], 1.49; 95% confidence interval: 1.40, 1.58), bone mass measurement (OR, 1.70; 95% confidence interval: 1.63, 1.78), and influenza vaccine (OR, 1.45; 95% confidence interval: 1.37, 1.53). In women who had not undergone these preventive measures in the 2 years before screening mammography, use of these three services after false-positive findings at screening was no different than after true-negative findings at screening. Conclusion In beneficiaries of U.S. Medicare, use of screening mammography was associated with higher likelihood of adherence to other preventive guidelines, without a negative association between false-positive results and cervical cancer screening.
PMCID:6122660
PMID: 29869958
ISSN: 1527-1315
CID: 3144452

Should We Continue to Biopsy All Amorphous Calcifications?

Moy, Linda
PMID: 29916774
ISSN: 1527-1315
CID: 3158112

County-Level Factors Predicting Low Uptake of Screening Mammography

Heller, Samantha L; Rosenkrantz, Andrew B; Gao, Yiming; Moy, Linda
OBJECTIVE:The purpose of this study was to investigate county-level geographic patterns of mammographic screening uptake throughout the United States and to determine the impact of rural versus urban settings on breast cancer screening uptake. MATERIALS AND METHODS/METHODS:This descriptive study used County Health Rankings (CHR) data to identify the percentage of Medicare enrollees 67-69 years old per county who had at least one mammogram in 2013 or 2012 (uptake). Uptake was matched with U.S. Department of Agriculture (USDA) Atlas of Rural and Small Town America categorizations along a rural-urban continuum scale from 1 to 9 based on county population size (large urban, population ≥ 20,000 people; small urban, < 20,000 people) and proximity to a metropolitan area. Univariable and multivariable analyses were performed. RESULTS:In all, 2,243,294 Medicare beneficiaries were eligible for mammograms. National mean uptake per county was 60.5% (range, 26.0-86.0%). Uptake was significantly higher in metropolitan and large urban counties in 25 states and lower in only one. County-level mammographic uptake was moderately positively correlated with percentage of residents with some college education (r = 0.40, p < 0.001) and moderately negatively correlated with age-adjusted mortality (r = -0.41, p < 0.001). Multivariable analysis showed that percentage of white and black residents and age-adjusted mortality rate were the strongest significant independent predictors of uptake. CONCLUSION/CONCLUSIONS:Uptake of mammographic screening services in a Medicare population varies widely at the county level and is generally lowest in rural counties and urban counties with fewer than 20,000 people.
PMID: 30016143
ISSN: 1546-3141
CID: 3200672

Assessing Transgender Patient Care and Gender Inclusivity of Breast Imaging Facilities Across the United States

Goldberg, Julia E; Moy, Linda; Rosenkrantz, Andrew B
PURPOSE/OBJECTIVE:To evaluate transgender patient care, gender inclusivity, and transgender health-related policies at breast imaging facilities across the United States. METHODS:A survey on breast imaging facilities' policies and practices regarding transgender care was distributed to the membership of the Society of Breast Imaging, consisting of approximately 2,500 breast radiologists across the United States. The survey was conducted by e-mail in January 2018. RESULTS:There were 144 survey respondents. Responses showed that 78.5% of facilities have gender-neutral patient bathrooms, 9.0% have a separate waiting area for transgender patients, and 76.4% do not have dominant pink hues in their facilities, although 54.2% have displays with female gender content. Also, 58.0% of intake forms do not ask patients to provide their gender identity, although 25.9% automatically populate with female phrases. Within the electronic health record, 32.9% lack a distinct place to record patients' preferred names and 54.9% lack a distinct place to record patients' gender pronouns. The majority (73.4%) do not have explicit policies related to the care of transgender patients. Only 14.7% of facilities offer lesbian, gay, bisexual, and transgender training. CONCLUSION/CONCLUSIONS:Our national survey demonstrates that many breast imaging facilities do not have structures in place to consistently use patients' preferred names and pronouns, nor provide inclusive environments for transgender patients. All breast imaging facilities should recognize the ways in which their practices may intensify discrimination, exclusivity, and stigma for transgender patients and should seek to improve their transgender health competencies and foster more inclusive environments.
PMID: 29933975
ISSN: 1558-349x
CID: 3158452

Male Breast Cancer in the Age of Genetic Testing: An Opportunity for Early Detection, Tailored Therapy, and Surveillance

Gao, Yiming; Heller, Samantha L; Moy, Linda
In detection, treatment, and follow-up, male breast cancer has historically lagged behind female breast cancer. On the whole, breast cancer is less common among men than among women, limiting utility of screening, yet the incidence of male breast cancer is rising, and there are men at high risk for breast cancer. While women at high risk for breast cancer are well characterized, with clearly established guidelines for screening, supplemental screening, risk prevention, counseling, and advocacy, men at high risk for breast cancer are poorly identified and represent a blind spot in public health. Today, more standardized genetic counseling and wider availability of genetic testing are allowing identification of high-risk male relatives of women with breast cancer, as well as men with genetic mutations predisposing to breast cancer. This could provide a new opportunity to update our approach to male breast cancer. This article reviews male breast cancer demographics, risk factors, tumor biology, and oncogenetics; recognizes how male breast cancer differs from its female counterpart; highlights its diagnostic challenges; discusses the implications of the widening clinical use of multigene panel testing; outlines current National Comprehensive Cancer Network guidelines (version 1, 2018) for high-risk men; and explores the possible utility of targeted screening and surveillance. Understanding the current state of male breast cancer management and its challenges is important to shape future considerations for care. Shifting the paradigm of male breast cancer detection toward targeted precision medicine may be the answer to improving clinical outcomes of this uncommon disease. ©RSNA, 2018.
PMID: 30074858
ISSN: 1527-1323
CID: 3215462

Associations of County-level Radiologist and Mammography Facility Supply with Screening Mammography Rates in the United States

Rosenkrantz, Andrew B; Moy, Linda; Fleming, Margaret M; Duszak, Richard
RATIONALE AND OBJECTIVES/OBJECTIVE:The present study aims to assess associations of Medicare beneficiary screening mammography rates with local mammography facility and radiologist availability. MATERIALS AND METHODS/METHODS:Mammography screening rates for Medicare fee-for-service beneficiaries were obtained for US counties using the County Health Rankings data set. County-level certified mammography facility counts were obtained from the United States Food and Drug Administration. County-level mammogram-interpreting radiologist and breast imaging subspecialist counts were determined using Centers for Medicare & Medicaid Services fee-for-service claims files. Spearman correlations and multivariable linear regressions were performed using counties' facility and radiologist counts, as well as counts normalized to counties' Medicare fee-for-service beneficiary volume and land area. RESULTS:Across 3035 included counties, average screening mammography rates were 60.5% ± 8.2% (range 26%-88%). Correlations between county-level screening rates and total mammography facilities, facilities per 100,000 square mile county area, total mammography-interpreting radiologists, and mammography-interpreting radiologists per 100,000 county-level Medicare beneficiaries were all weak (r = 0.22-0.26). Correlations between county-level screening rates and mammography rates per 100,000 Medicare beneficiaries, total breast imaging subspecialist radiologists, and breast imaging subspecialist radiologists per 100,000 Medicare beneficiaries were all minimal (r = 0.06-0.16). Multivariable analyses overall demonstrated radiologist supply to have a stronger independent effect than facility supply, although effect sizes remained weak for both. CONCLUSION/CONCLUSIONS:Mammography facility and radiologist supply-side factors are only weakly associated with county-level Medicare beneficiary screening mammography rates, and as such, screening mammography may differ from many other health-care services. Although efforts to enhance facility and radiologist supply may be helpful, initiatives to improve screening mammography rates should focus more on demand-side factors, such as patient education and primary care physician education and access.
PMID: 29373212
ISSN: 1878-4046
CID: 2929132

Incomplete Assumptions and Treatment Options Affect the Results of a Monte Carlo Simulation of Two Screening Mammography Strategies

Moy, Linda
PMID: 29932765
ISSN: 1546-3141
CID: 3158352

Feasibility analysis of early temporal kinetics as a surrogate marker for breast tumor type, grade, and aggressiveness

Heacock, Laura; Lewin, Alana A; Gao, Yiming; Babb, James S; Heller, Samantha L; Melsaether, Amy N; Bagadiya, Neeti; Kim, Sungheon G; Moy, Linda
BACKGROUND: Screening breast MRI has been shown to preferentially detect high-grade ductal carcinoma in situ (DCIS) and invasive carcinoma, likely due to increased angiogenesis resulting in early initial uptake of contrast. As interest grows in abbreviated screening breast MRI (AB-MRI), markers of early contrast washin that can predict tumor grade and potential aggressiveness are of clinical interest. PURPOSE: To evaluate the feasibility of using the initial enhancement ratio (IER) as a surrogate marker for tumor grade, hormone receptor status, and prognostic markers, as an initial step to being incorporated into AB-MRI. STUDY TYPE: Retrospective. SUBJECTS: In all, 162 women (mean 55.0 years, range 32.8-87.7 years) with 187 malignancies imaged January 2012-November 2015. FIELD STRENGTH/SEQUENCE: Images were acquired at 3.0T with a T1 -weighted gradient echo fat-suppressed-volume interpolated breath-hold sequence. ASSESSMENT: Subjects underwent dynamic contrast-enhanced breast MRI with a 7-channel breast coil. IER (% signal increase over baseline at the first postcontrast acquisition) was assessed and correlated with background parenchymal enhancement, washout curves, stage, and final pathology. STATISTICAL TESTS: Chi-square test, Spearman rank correlation, Mann-Whitney U-tests, Bland-Altman analysis, and receiver operating characteristic curve analysis. RESULTS: IER was higher for invasive cancer than for DCIS (R1/R2, P < 0.001). IER increased with tumor grade (R1: r = 0.56, P < 0.001, R2: r = 0.50, P < 0.001), as ki-67 increased (R1: r = 0.35, P < 0.001; R2 r = 0.35, P < 0.001), and for node-positive disease (R1/R2, P = 0.001). IER was higher for human epidermal growth factor receptor two-positive and triple negative cancers than for estrogen receptor-positive / progesterone receptor-positive tumors (R1 P < 0.001-0.002; R2 P = 0.0.001-0.011). IER had higher sensitivity (80.6% vs. 75.5%) and specificity (55.8% vs. 48.1%) than washout curves for positive nodes, higher specificity (48.1% vs. 36.5%) and positive predictive value (70.2% vs. 66.7%) for high ki-67, and excellent interobserver agreement (intraclass correlation coefficient = 0.82). DATA CONCLUSION: IER, a measurement of early contrast washin, is associated with higher-grade malignancies and tumor aggressiveness and might be potentially incorporated into an AB-MRI protocol. LEVEL OF EVIDENCE: 3 Technical Efficacy Stage 2 J. Magn. Reson. Imaging 2017.
PMCID:5971123
PMID: 29178258
ISSN: 1522-2586
CID: 2798172