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Greenwood HI, Maldonado Rodas CK, Freimanis RI, Glencer AC, Miller PN, Mukhtar RA, Brabham C, Yau C, Rosenbluth JM, Hirst GL, Campbell MJ, Borowsky A, Hylton N, Esserman LJ, Basu A. Magnetic resonance imaging insights from active surveillance of women with ductal carcinoma in situ. NPJ Breast Cancer 2024; 10:71. [PMID: 39098868 DOI: 10.1038/s41523-024-00677-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/18/2024] [Indexed: 08/06/2024] Open
Abstract
New approaches are needed to determine which ductal carcinoma in situ (DCIS) is at high risk for progression to invasive ductal carcinoma (IDC). We retrospectively studied DCIS patients who declined surgery (2002-2019), and received endocrine therapy (ET) and breast MRI. Baseline MRI and changes at 3 months and 6 months were analyzed by recursive partitioning to stratify IDC risk. Sixty-two patients (63 DCIS; 1 bilateral) with a mean follow-up of 8.5 years were included. Fifty-one percent remained on active surveillance (AS) without evidence of IDC, with a mean duration of 7.6 years. A decision tree based on MRI features of lesion distinctness and background parenchymal enhancement (BPE) at baseline and change after 3 months of ET stratified patients into low, intermediate, and high risk for progression to IDC. MRI imaging features in patients treated with ET and undergoing AS, may help determine which DCIS lesions are at low versus high risk for IDC.
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Affiliation(s)
- Heather I Greenwood
- University of California San Francisco Department of Radiology, San Francisco, CA, USA
| | | | - Rita I Freimanis
- University of California San Francisco Department of Radiology, San Francisco, CA, USA
| | - Alexa C Glencer
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Phoebe N Miller
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Rita A Mukhtar
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | | | - Christina Yau
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Jennifer M Rosenbluth
- University of California San Francisco Department of Medicine, San Francisco, CA, USA
| | - Gillian L Hirst
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Michael J Campbell
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
| | - Alexander Borowsky
- University of California Davis Department of Pathology, Sacramento, CA, USA
| | - Nola Hylton
- University of California San Francisco Department of Radiology, San Francisco, CA, USA
| | - Laura J Esserman
- University of California San Francisco Department of Surgery, San Francisco, CA, USA.
| | - Amrita Basu
- University of California San Francisco Department of Surgery, San Francisco, CA, USA
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Müller-Franzes G, Khader F, Tayebi Arasteh S, Huck L, Bode M, Han T, Lemainque T, Kather JN, Nebelung S, Kuhl C, Truhn D. Intraindividual Comparison of Different Methods for Automated BPE Assessment at Breast MRI: A Call for Standardization. Radiology 2024; 312:e232304. [PMID: 39012249 DOI: 10.1148/radiol.232304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Background The level of background parenchymal enhancement (BPE) at breast MRI provides predictive and prognostic information and can have diagnostic implications. However, there is a lack of standardization regarding BPE assessment. Purpose To investigate how well results of quantitative BPE assessment methods correlate among themselves and with assessments made by radiologists experienced in breast MRI. Materials and Methods In this pseudoprospective analysis of 5773 breast MRI examinations from 3207 patients (mean age, 60 years ± 10 [SD]), the level of BPE was prospectively categorized according to the Breast Imaging Reporting and Data System by radiologists experienced in breast MRI. For automated extraction of BPE, fibroglandular tissue (FGT) was segmented in an automated pipeline. Four different published methods for automated quantitative BPE extractions were used: two methods (A and B) based on enhancement intensity and two methods (C and D) based on the volume of enhanced FGT. The results from all methods were correlated, and agreement was investigated in comparison with the respective radiologist-based categorization. For surrogate validation of BPE assessment, how accurately the methods distinguished premenopausal women with (n = 50) versus without (n = 896) antihormonal treatment was determined. Results Intensity-based methods (A and B) exhibited a correlation with radiologist-based categorization of 0.56 ± 0.01 and 0.55 ± 0.01, respectively, and volume-based methods (C and D) had a correlation of 0.52 ± 0.01 and 0.50 ± 0.01 (P < .001). There were notable correlation differences (P < .001) between the BPE determined with the four methods. Among the four quantitation methods, method D offered the highest accuracy for distinguishing women with versus without antihormonal therapy (P = .01). Conclusion Results of different methods for quantitative BPE assessment agree only moderately among themselves or with visual categories reported by experienced radiologists; intensity-based methods correlate more closely with radiologists' ratings than volume-based methods. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Mann in this issue.
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Affiliation(s)
- Gustav Müller-Franzes
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Firas Khader
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Soroosh Tayebi Arasteh
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Luisa Huck
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Maike Bode
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Tianyu Han
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Teresa Lemainque
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Jakob Nikolas Kather
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Sven Nebelung
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Christiane Kuhl
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
| | - Daniel Truhn
- From the Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Pauwelsstr 30, 52074 Aachen, Germany (G.M.F., F.K., S.T.A., L.H., M.B., T.H., T.L., S.N., C.K., D.T.); National Center for Tumor Diseases, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Department of Medical Oncology, Heidelberg University Hospital, Heidelberg, Germany (J.N.K.); Else Kroener Fresenius Center for Digital Health, Technical University Dresden, Dresden, Germany (J.N.K.); and Department of Medicine I, University Hospital Dresden, Dresden, Germany (J.N.K.)
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Murakami W, Mortazavi S, Yu T, Kathuria-Prakash N, Yan R, Fischer C, McCann KE, Lee-Felker S, Sung K. Clinical Significance of Background Parenchymal Enhancement in Breast Cancer Risk Stratification. J Magn Reson Imaging 2024; 59:1742-1757. [PMID: 37724902 DOI: 10.1002/jmri.29015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 08/30/2023] [Accepted: 08/31/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND Background parenchymal enhancement (BPE) is an established breast cancer risk factor. However, the relationship between BPE levels and breast cancer risk stratification remains unclear. PURPOSE To evaluate the clinical relationship between BPE levels and breast cancer risk with covariate adjustments for age, ethnicity, and hormonal status. STUDY TYPE Retrospective. POPULATION 954 screening breast MRI datasets representing 721 women divided into four cohorts: women with pathogenic germline breast cancer (BRCA) mutations (Group 1, N = 211), women with non-BRCA germline mutations (Group 2, N = 60), women without high-risk germline mutations but with a lifetime breast cancer risk of ≥20% using the Tyrer-Cuzick model (Group 3, N = 362), and women with <20% lifetime risk (Group 4, N = 88). FIELD STRENGTH/SEQUENCE 3 T/axial non-fat-saturated T1, short tau inversion recovery, fat-saturated pre-contrast, and post-contrast T1-weighted images. ASSESSMENT Data on age, body mass index, ethnicity, menopausal status, genetic predisposition, and hormonal therapy use were collected. BPE levels were evaluated by two breast fellowship-trained radiologists independently in accordance with BI-RADS, with a third breast fellowship-trained radiologist resolving any discordance. STATISTICAL TESTS Propensity score matching (PSM) was utilized to adjust covariates, including age, ethnicity, menopausal status, hormonal treatments, and prior bilateral oophorectomy. The Mann-Whitney U test, chi-squared test, and univariate and multiple logistic regression analysis were performed, with an odds ratio (OR) and corresponding 95% confidence interval. Weighted Kappa statistic was used to assess inter-reader variation. A P value <0.05 indicated a significant result. RESULTS In the assessment of BPE, there was substantial agreement between the two interpreting radiologists (κ = 0.74). Patient demographics were not significantly different between patient groups after PSM. The BPE of Group 1 was significantly lower than that of Group 4 and Group 3 among premenopausal women. In estimating the BPE level, the OR of gene mutations was 0.35. DATA CONCLUSION Adjusting for potential confounders, the BPE level of premenopausal women with BRCA mutations was significantly lower than that of non-high-risk women. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 3.
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Affiliation(s)
- Wakana Murakami
- Department of Radiological Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
- Department of Radiology, Showa University, School of Medicine, Tokyo, Japan
| | - Shabnam Mortazavi
- Department of Radiological Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Tiffany Yu
- Department of Radiological Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Nikhita Kathuria-Prakash
- Department of Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Ran Yan
- Department of Radiological Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
- Department of Bioengineering, University of California at Los Angeles, Los Angeles, California, USA
| | - Cheryce Fischer
- Department of Radiological Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Kelly E McCann
- Department of Medicine, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Stephanie Lee-Felker
- Department of Radiological Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Kyunghyun Sung
- Department of Radiological Sciences, David Geffen School of Medicine, University of California at Los Angeles, Los Angeles, California, USA
- Department of Bioengineering, University of California at Los Angeles, Los Angeles, California, USA
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Huang PY, Tsai MY, Huang JS, Lin PY, Chou CP. Contrast-enhanced ultrasound-guided biopsy of suspicious breast lesions on contrast-enhanced mammography and contrast-enhanced MRI: a case series. J Med Ultrason (2001) 2023; 50:521-529. [PMID: 37493921 DOI: 10.1007/s10396-023-01345-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 06/25/2023] [Indexed: 07/27/2023]
Abstract
PURPOSE To assess the effectiveness of contrast-enhanced ultrasound (CEUS) in guiding biopsies of breast lesions that were detected on contrast-enhanced mammography (CEM) or contrast-enhanced breast MRI (CE-MRI) but were not clearly visible on B-mode ultrasound (B-US). METHODS In this study, 23 lesions in 16 patients were selected for CEUS-guided biopsy due to poor visualization on B-US despite being detected on CEM (n = 20) or CE-MRI (n = 3). B-US, color Doppler ultrasound (CDUS), and CEUS were used to visualize the suspicious lesions, followed by a CEUS-guided core needle biopsy using Sonazoid as the contrast agent. The accuracy of the biopsy was assessed based on pathology-radiology concordance and 12-month imaging follow-up. The conspicuity scores for lesion visualization were evaluated using a 5-point conspicuity scale agreed upon by two breast radiologists. RESULTS The enhancing lesions detected on CEM/CE-MRI had an average size of 1.6 ± 1.3 cm and appeared as mass-enhancing (61%) or non-mass-enhancing (39%). The lesions had mean conspicuity scores of 2.30 on B-US, 2.78 on CDUS, and 4.61 on CEUS, with 96% of the lesions showing contrast enhancement on CEUS. CEUS-guided biopsy showed increased visibility in 96% and 91% of the lesions compared to B-US and CDUS, respectively. The overall accuracy of CEUS-guided biopsy was 100% based on concordance with histology and 12-month follow-up. CONCLUSIONS CEUS enhances the visibility of suspicious CEM/CE-MRI lesions that are poorly visible on B-US during biopsy procedures.
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Affiliation(s)
- Pi-Yi Huang
- Department of Radiology, Kaohsiung Veterans General Hospital, 386 Ta-Chung 1st Rd, Kaohsiung, 813, Taiwan, ROC
| | - Meng-Yuan Tsai
- Department of Radiology, Kaohsiung Veterans General Hospital, 386 Ta-Chung 1st Rd, Kaohsiung, 813, Taiwan, ROC
| | - Jer-Shyung Huang
- Department of Radiology, Kaohsiung Veterans General Hospital, 386 Ta-Chung 1st Rd, Kaohsiung, 813, Taiwan, ROC
| | - Pei-Ying Lin
- Department of Radiology, Kaohsiung Veterans General Hospital, 386 Ta-Chung 1st Rd, Kaohsiung, 813, Taiwan, ROC
| | - Chen-Pin Chou
- Department of Radiology, Kaohsiung Veterans General Hospital, 386 Ta-Chung 1st Rd, Kaohsiung, 813, Taiwan, ROC.
- Department of Medical Laboratory Sciences and Biotechnology, Fooyin University, Kaohsiung, Taiwan, ROC.
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Lee SH, Jang MJ, Yoen H, Lee Y, Kim YS, Park AR, Ha SM, Kim SY, Chang JM, Cho N, Moon WK. Background Parenchymal Enhancement at Postoperative Surveillance Breast MRI: Association with Future Second Breast Cancer Risk. Radiology 2023; 306:90-99. [PMID: 36040335 DOI: 10.1148/radiol.220440] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Background Background parenchymal enhancement (BPE) is a known risk factor for breast cancer. However, studies on the association between BPE and second breast cancer risk are still lacking. Purpose To investigate whether BPE at surveillance breast MRI is associated with subsequent second breast cancer risk in women with a personal history of breast cancer. Materials and Methods A retrospective search of the imaging database of an academic medical center identified consecutive surveillance breast MRI examinations performed between January 2008 and December 2017 in women who underwent surgery for primary breast cancer and had no prior diagnosis of second breast cancer. BPE at surveillance breast MRI was qualitatively assessed using a four-category classification of minimal, mild, moderate, or marked. Future second breast cancer was defined as ipsilateral breast tumor recurrence or contralateral breast cancer diagnosed at least 1 year after each surveillance breast MRI examination. Factors associated with future second breast cancer risk were evaluated using the multivariable Fine-Gray subdistribution hazard model. Results Among the 2668 women (mean age at baseline surveillance breast MRI, 49 years ± 8 [SD]), 109 developed a second breast cancer (49 ipsilateral, 58 contralateral, and two ipsilateral and contralateral) at a median follow-up of 5.8 years. Mild, moderate, or marked BPE at surveillance breast MRI (hazard ratio [HR], 2.1 [95% CI: 1.4, 3.1]; P < .001), young age (<45 years) at initial breast cancer diagnosis (HR, 3.4 [95% CI: 1.7, 6.4]; P < .001), positive results from a BRCA1/2 genetic test (HR, 6.5 [95% CI: 3.5, 12.0]; P < .001), and negative hormone receptor expression in the initial breast cancer (HR, 1.6 [95% CI: 1.1, 2.6]; P = .02) were independently associated with an increased risk of future second breast cancer. Conclusion Background parenchymal enhancement at surveillance breast MRI was associated with future second breast cancer risk in women with a personal history of breast cancer. © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Niell in this issue.
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Affiliation(s)
- Su Hyun Lee
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Myoung-Jin Jang
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Heera Yoen
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Youkyoung Lee
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yeon Soo Kim
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ah Reum Park
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Su Min Ha
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Soo-Yeon Kim
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jung Min Chang
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Nariya Cho
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Woo Kyung Moon
- From the Department of Radiology (S.H.L., H.Y., Y.L., Y.S.K., A.R.P., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.) and Medical Research Collaborating Center (M.J.J.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Republic of Korea; and the Department of Radiology (S.H.L., S.M.H., S.Y.K., J.M.C., N.C., W.K.M.), Seoul National University College of Medicine, Seoul, Republic of Korea
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Brooks JD, Christensen RAG, Sung JS, Pike MC, Orlow I, Bernstein JL, Morris EA. MRI background parenchymal enhancement, breast density and breast cancer risk factors: A cross-sectional study in pre- and post-menopausal women. NPJ Breast Cancer 2022; 8:97. [PMID: 36008488 PMCID: PMC9411561 DOI: 10.1038/s41523-022-00458-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 07/13/2022] [Indexed: 11/11/2022] Open
Abstract
Breast tissue enhances on contrast MRI and is called background parenchymal enhancement (BPE). Having high BPE has been associated with an increased risk of breast cancer. We examined the relationship between BPE and the amount of fibroglandular tissue on MRI (MRI-FGT) and breast cancer risk factors. This was a cross-sectional study of 415 women without breast cancer undergoing contrast-enhanced breast MRI at Memorial Sloan Kettering Cancer Center. All women completed a questionnaire assessing exposures at the time of MRI. Prevalence ratios (PR) and 95% confidence intervals (CI) describing the relationship between breast cancer risk factors and BPE and MRI-FGT were generated using modified Poisson regression. In multivariable-adjusted models a positive association between body mass index (BMI) and BPE was observed, with a 5-unit increase in BMI associated with a 14% and 44% increase in prevalence of high BPE in pre- and post-menopausal women, respectively. Conversely, a strong inverse relationship between BMI and MRI-FGT was observed in both pre- (PR = 0.66, 95% CI 0.57, 0.76) and post-menopausal (PR = 0.66, 95% CI 0.56, 0.78) women. Use of preventive medication (e.g., tamoxifen) was associated with having low BPE, while no association was observed for MRI-FGT. BPE is an imaging marker available from standard contrast-enhanced MRI, that is influenced by endogenous and exogenous hormonal exposures in both pre- and post-menopausal women.
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Affiliation(s)
- Jennifer D Brooks
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
| | | | - Janice S Sung
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Malcolm C Pike
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Irene Orlow
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Jonine L Bernstein
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Elizabeth A Morris
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.,Department of Radiology, University of California Davis, Sacramento, CA, USA
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Ma Y, Liu A, Zhang Y, Zhu Y, Wang Y, Zhao M, Liang Z, Qu Z, Yin L, Lu H, Ye Z. Comparison of background parenchymal enhancement (BPE) on contrast-enhanced cone-beam breast CT (CE-CBBCT) and breast MRI. Eur Radiol 2022; 32:5773-5782. [PMID: 35320411 DOI: 10.1007/s00330-022-08699-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 02/15/2022] [Accepted: 02/21/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To compare the background parenchymal enhancement (BPE) levels on contrast-enhanced cone-beam breast CT (CE-CBBCT) and MRI, evaluate inter-reader reliability, and analyze the relationship between clinical factors and BPE level on CE-CBBCT. METHODS In this retrospective study, patients who underwent both CE-CBBCT and MRI were analyzed. BPE levels on CE-CBBCT and MRI were assessed by five specialists independently in random fashion, with a wash-out period of 4 weeks. Weighted kappa was used to analyze the agreement between CE-CBBCT and MRI, and intraclass correlation coefficient (ICC) was used to evaluate the inter-reader reliability for each modality. The association between BPE level on CE-CBBCT and clinical factors was evaluated by univariate and multivariate logistic regression. RESULTS A total of 221 patients from January 2017 to April 2021 were enrolled. CE-CBBCT showed substantial agreement (weighted kappa = 0.690) with MRI for BPE evaluation, with good degree of inter-reader reliability on both CE-CBBCT (ICC = 0.712) and MRI (ICC = 0.757). Based on majority reports, BPE levels on CE-CBBCT were lower than MRI (p < 0.001). BPE level on CE-CBBCT was significantly associated with menstrual status (odds ratio, OR = 0.125), breast density (OR = 2.308), and previously treated breast cancer (OR = 0.052) (all p < 0.05). BPE level for premenopausal patients was associated with menstrual cycle, with lower BPE level for the 2nd week of menstrual cycle (OR = 0.246). CONCLUSIONS CE-CBBCT showed substantial agreement and comparable inter-reader reliability with MRI for BPE evaluation, indicating that the corresponding BI-RADS lexicons could be used to describe BPE level on CE-CBBCT. The 2nd week of menstrual cycle timing is suggested as the optimal examination period for CE-CBBCT. KEY POINTS • CE-CBBCT showed substantial agreement and comparable inter-reader reliability with MRI for BPE evaluation. • Menstrual status, breast density, and previously treated breast cancer were associated with the BPE level on CE-CBBCT images. • The 2ndweek of the menstrual cycle is suggested as the optimal examination period for CE-CBBCT.
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Affiliation(s)
- Yue Ma
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Aidi Liu
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Yuwei Zhang
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Yueqiang Zhu
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Yafei Wang
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Mengran Zhao
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Zhiran Liang
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Zhiye Qu
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Lu Yin
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Hong Lu
- Department of Breast Imaging, Tianjin Medical University Cancer Institute and Hospital; National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China
| | - Zhaoxiang Ye
- Department of Radiology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer; Key Laboratory of Cancer Prevention and Therapy, Tianjin; Tianjin's Clinical Research Center for Cancer; Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Huan-Hu-Xi Road, Ti-Yuan-Bei, Hexi District, Tianjin, 300060, People's Republic of China.
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8
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Background parenchymal enhancement in contrast-enhanced MR imaging suggests systemic effects of intrauterine contraceptive devices. Eur Radiol 2022; 32:7430-7438. [PMID: 35524784 PMCID: PMC9668774 DOI: 10.1007/s00330-022-08809-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 04/03/2022] [Accepted: 04/13/2022] [Indexed: 01/03/2023]
Abstract
OBJECTIVES Levonorgestrel-releasing intrauterine contraceptive devices (LNG-IUDs) are designed to exhibit only local hormonal effects. There is an ongoing debate on whether LNG-IUDs can have side effects similar to systemic hormonal medication. Benign background parenchymal enhancement (BPE) in dynamic contrast-enhanced (DCE) MRI has been established as a sensitive marker of hormonal stimulation of the breast. We investigated the association between LNG-IUD use and BPE in breast MRI to further explore possible systemic effects of LNG-IUDs. METHODS Our hospital database was searched to identify premenopausal women without personal history of breast cancer, oophorectomy, and hormone replacement or antihormone therapy, who had undergone standardized DCE breast MRI at least twice, once with and without an LNG-IUD in place. To avoid confounding aging-related effects on BPE, half of included women had their first MRI without, the other half with, LNG-IUD in place. Degree of BPE was analyzed according to the ACR categories. Wilcoxon-matched-pairs signed-rank test was used to compare the distribution of ACR categories with vs. without LNG-IUD. RESULTS Forty-eight women (mean age, 46 years) were included. In 24/48 women (50% [95% CI: 35.9-64.1%]), ACR categories did not change with vs. without LNG-IUDs. In 23/48 women (48% [33.9-62.1%]), the ACR category was higher with vs. without LNG-IUDs; in 1/48 (2% [0-6%]), the ACR category was lower with vs. without LNG-IUDs. The change of ACR category depending on the presence or absence of an LNG-IUD proved highly significant (p < 0.001). CONCLUSION The use of an LNG-IUD can be associated with increased BPE in breast MRI, providing further evidence that LNG-IUDs do have systemic effects. KEY POINTS • The use of levonorgestrel-releasing intrauterine contraceptive devices is associated with increased background parenchymal enhancement in breast MRI. • This suggests that hormonal effects of these devices are not only confined to the uterine cavity, but may be systemic. • Potential systemic effects of levonorgestrel-releasing intrauterine contraceptive devices should therefore be considered.
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9
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Bauer E, Levy MS, Domachevsky L, Anaby D, Nissan N. Background parenchymal enhancement and uptake as breast cancer imaging biomarkers: A state-of-the-art review. Clin Imaging 2021; 83:41-50. [PMID: 34953310 DOI: 10.1016/j.clinimag.2021.11.021] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 10/29/2021] [Accepted: 11/15/2021] [Indexed: 12/20/2022]
Abstract
Within the past decade, background parenchymal enhancement (BPE) and background parenchymal uptake (BPU) have emerged as novel imaging-derived biomarkers in the diagnosis and treatment monitoring of breast cancer. Growing evidence supports the role of breast parenchyma vascularity and metabolic activity as probable risk factors for breast cancer development. Furthermore, in the presence of a newly-diagnosed breast cancer, added clinically-relevant data was surprisingly found in the respective imaging properties of the non-affected contralateral breast. Evaluation of the contralateral BPE and BPU have been found to be especially instrumental in predicting the prognosis of a patient with breast cancer and even anticipating their response to neoadjuvant chemotherapy. Simultaneously, further research has found a link between these two biomarkers, even though they represent different physical properties. The aim of this review is to provide an up to date summary of the current clinical applications of BPE and BPU as breast cancer imaging biomarkers with the hope that it propels their further usage in clinical practice.
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Affiliation(s)
- Ethan Bauer
- Department of Radiology, Sheba Medical Center, Israel; Sackler School of Medicine, Tel Aviv University, Israel
| | - Miri Sklair Levy
- Department of Radiology, Sheba Medical Center, Israel; Sackler School of Medicine, Tel Aviv University, Israel
| | - Liran Domachevsky
- Department of Radiology, Sheba Medical Center, Israel; Sackler School of Medicine, Tel Aviv University, Israel
| | - Debbie Anaby
- Department of Radiology, Sheba Medical Center, Israel; Sackler School of Medicine, Tel Aviv University, Israel
| | - Noam Nissan
- Department of Radiology, Sheba Medical Center, Israel; Sackler School of Medicine, Tel Aviv University, Israel.
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10
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Hu X, Jiang L, You C, Gu Y. Fibroglandular Tissue and Background Parenchymal Enhancement on Breast MR Imaging Correlates With Breast Cancer. Front Oncol 2021; 11:616716. [PMID: 34660251 PMCID: PMC8515131 DOI: 10.3389/fonc.2021.616716] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 09/16/2021] [Indexed: 11/13/2022] Open
Abstract
Objectives To evaluate the association of breast cancer with both the background parenchymal enhancement intensity and volume (BPEI and BPEV, respectively) and the amount of fibroglandular tissue (FGT) using an automatic quantitative assessment method in breast magnetic resonance imaging (MRI). Materials and Methods Among 17,274 women who underwent breast MRI, 132 normal women (control group), 132 women with benign breast lesions (benign group), and 132 women with breast cancer (cancer group) were randomly selected and matched by age and menopausal status. The area under the receiver operating characteristic curve (AUC) was compared in Cancer vs Control and Cancer vs Benign groups to assess the discriminative ability of BPEI, BPEV and FGT. Results Compared with the control groups, the cancer group showed a significant difference in BPEV with a maximum AUC of 0.715 and 0.684 for patients in premenopausal and postmenopausal subgroup, respectively. And the cancer group showed a significant difference in BPEV with a maximum AUC of 0.622 and 0.633 for patients in premenopausal and postmenopausal subgroup, respectively, when compared with the benign group. FGT showed no significant difference when breast cancer group was compared with normal control and benign lesion group, respectively. Compared with the control groups, BPEI showed a slight difference in the cancer group. Compared with the benign group, no significant difference was seen in cancer group. Conclusion Increased BPEV is correlated with a high risk of breast cancer While FGT is not.
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Affiliation(s)
- Xiaoxin Hu
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
| | - Luan Jiang
- Center for Advanced Medical Imaging Technology, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China
| | - Chao You
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
| | - Yajia Gu
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China.,Department of Oncology, Fudan University Shanghai Medical College, Shanghai, China
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11
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Vong S, Ronco AJ, Najafpour E, Aminololama-Shakeri S. Screening Breast MRI and the Science of Premenopausal Background Parenchymal Enhancement. JOURNAL OF BREAST IMAGING 2021; 3:407-415. [PMID: 38424792 DOI: 10.1093/jbi/wbab045] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Indexed: 03/02/2024]
Abstract
The significance of background parenchymal enhancement (BPE) on screening and diagnostic breast MRI continues to be elucidated. Background parenchymal enhancement was initially deemed probably benign and followed or thought of as an artifact degrading the accuracy of breast cancer detection on breast MRI examinations. Subsequent research has focused on understanding the role of BPE regarding screening breast MRI. Today, there is growing evidence that a myriad of factors affect BPE, which in turn may influence patient outcomes. Additionally, BPE could represent an important risk factor for the future development of breast cancer. This article aims to describe the most up-to-date research on BPE as it relates to screening breast MRI in premenopausal women.
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Affiliation(s)
- Stephen Vong
- University of California Davis, Department of Radiology, Sacramento, CA, USA
| | - Anthony J Ronco
- University of California Davis, Department of Radiology, Sacramento, CA, USA
| | - Elham Najafpour
- University of California Davis, Department of Radiology, Sacramento, CA, USA
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12
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Ragusi MA, Winter-Warnars GA, Wesseling J, Linn SC, Beets-Tan RG, van der Velden BH, Elias SG, Gilhuijs KG, Loo CE. Prognostic value of breast MRI characteristics before and during neoadjuvant endocrine therapy in patients with ER+/HER2- breast cancer. Br J Radiol 2021; 94:20201125. [PMID: 34142870 PMCID: PMC8248214 DOI: 10.1259/bjr.20201125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Objective: To investigate whether BIRADS MRI characteristics before or during neoadjuvant endocrine therapy (NET) are associated with the preoperative endocrine prognostic index (PEPI) in ER+/HER2- breast cancer patients. Methods: This retrospective observational cohort study included 35 ER+/HER2- patients with 38 tumors (3 bilateral cases) treated with NET. The pre- and midtreatment (after 3 months) MRIs were evaluated by two breast radiologists for BIRADS imaging characteristics, shrinkage pattern, and radiologic response. PEPI was used as end point. PEPI is based on the post-treatment surgical specimen’s pT- and pN-stage, Ki67, and ER-status. Tumors were assigned PEPI-1 (good prognosis) or PEPI-2/3 (poor prognosis). We investigated whether pre- and midtreatment BIRADS characteristics were associated with PEPI. Results: Median patient age was 65 years (interquartile interval [IQI]: 53, 70). 17 tumors (44.7%) were associated with good prognosis (PEPI-1), and 21 tumors (55.3%) with poor prognosis (PEPI-2/3). A larger reduction in tumor size after 3 months of NET was significantly associated with PEPI; 10 mm (IQI: 5, 13.5) in PEPI-1 tumors vs 4.5 mm (IQI: 3, 7; p = .045) in PEPI-2/3 tumors. Other BIRADS characteristics, shrinkage pattern or radiologic response were not associated with PEPI. Conclusion: Only a larger reduction in tumor size on MRI after 3 months of NET was associated with PEPI-1 (good prognosis) in ER+/HER2- breast cancer patients. Advances in knowledge: MRI characteristics previously reported to be associated with prognosis during neoadjuvant chemotherapy are not necessarily associated with prognosis during NET in ER+/HER2- breast cancer patients.
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Affiliation(s)
- Max Aa Ragusi
- Department of Radiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands.,Department of Radiology/Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Gonneke Ao Winter-Warnars
- Department of Radiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Jelle Wesseling
- Department of Pathology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Sabine C Linn
- Department of Medical Oncology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Regina G Beets-Tan
- Department of Radiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
| | - Bas Hm van der Velden
- Department of Radiology/Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Sjoerd G Elias
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Kenneth Ga Gilhuijs
- Department of Radiology/Image Sciences Institute, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Claudette E Loo
- Department of Radiology, The Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, The Netherlands
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13
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Rella R, Contegiacomo A, Bufi E, Mercogliano S, Belli P, Manfredi R. Background parenchymal enhancement and breast cancer: a review of the emerging evidences about its potential use as imaging biomarker. Br J Radiol 2021; 94:20200630. [PMID: 33035073 DOI: 10.1259/bjr.20200630] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVES To conduct a systematic review of evidences about the relationship between background parenchymal enhancement (BPE) of the contralateral healthy breast and breast cancer: its association with clinicopathological breast cancer characteristics, its potential as predictive and prognostic biomarker and the biological linkage between BPE and breast cancer. METHODS A computerized literature search using PubMed and Google Scholar was performed up to June 2020. Two authors independently conducted search, screening, quality assessment, and extraction of data from the eligible studies. Studies were assessed for quality and risk of bias using the revised Quality Assessment of Diagnostic Accuracy Studies tool. RESULTS Of the 476 articles identified, 22 articles met the inclusion criteria. No significant association was found between BPE and invasiveness, histological cancer type, T- and N-stage, multifocality, lymphatic and vascular invasion and histological tumour grade while the association between BPE and molecular subtypes is still unclear. As predictive biomarker, a greater decrease in BPE during and after neoadjuvant chemotherapy was associated with pathological complete response. Results about the role of BPE as prognostic factor were inconsistent. An association between high BPE and microvessel density, CD34 and VEGF (histological markers of vascularization and angiogenesis) was found. CONCLUSIONS BPE of the contralateral breast is associated with breast cancer in several aspects, therefore it has been proposed as a tool to refine breast cancer decision-making process. ADVANCES IN KNOWLEDGE Additional researches with standardized BPE assessment are needed to translate this emerging biomarker into clinical practice in the era of personalized medicine.
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Affiliation(s)
- Rossella Rella
- UOC di Diagnostica per immagini ed Interventistica Generale, Dipartimento di diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Roma, Italia
| | - Andrea Contegiacomo
- UOC di Diagnostica per immagini ed Interventistica Generale, Dipartimento di diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Roma, Italia
| | - Enida Bufi
- UOC di Diagnostica per immagini ed Interventistica Generale, Dipartimento di diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Roma, Italia
| | - Sara Mercogliano
- Università Cattolica Sacro Cuore, Largo F. Vito 1, 00168 Roma, Italia
| | - Paolo Belli
- UOC di Diagnostica per immagini ed Interventistica Generale, Dipartimento di diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Roma, Italia.,Università Cattolica Sacro Cuore, Largo F. Vito 1, 00168 Roma, Italia
| | - Riccardo Manfredi
- UOC di Diagnostica per immagini ed Interventistica Generale, Dipartimento di diagnostica per immagini, radioterapia oncologica ed ematologia, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo A. Gemelli 8, 00168 Roma, Italia.,Università Cattolica Sacro Cuore, Largo F. Vito 1, 00168 Roma, Italia
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14
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Watt GP, Sung J, Morris EA, Buys SS, Bradbury AR, Brooks JD, Conant EF, Weinstein SP, Kontos D, Woods M, Colonna SV, Liang X, Stein MA, Pike MC, Bernstein JL. Association of breast cancer with MRI background parenchymal enhancement: the IMAGINE case-control study. Breast Cancer Res 2020; 22:138. [PMID: 33287857 PMCID: PMC7722419 DOI: 10.1186/s13058-020-01375-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 11/25/2020] [Indexed: 01/09/2023] Open
Abstract
Background Background parenchymal enhancement (BPE) on breast magnetic resonance imaging (MRI) may be associated with breast cancer risk, but previous studies of the association are equivocal and limited by incomplete blinding of BPE assessment. In this study, we evaluated the association between BPE and breast cancer based on fully blinded assessments of BPE in the unaffected breast. Methods The Imaging and Epidemiology (IMAGINE) study is a multicenter breast cancer case-control study of women receiving diagnostic, screening, or follow-up breast MRI, recruited from three comprehensive cancer centers in the USA. Cases had a first diagnosis of unilateral breast cancer and controls had no history of or current breast cancer. A single board-certified breast radiologist with 12 years’ experience, blinded to case-control status and clinical information, assessed the unaffected breast for BPE without view of the affected breast of cases (or the corresponding breast laterality of controls). The association between BPE and breast cancer was estimated by multivariable logistic regression separately for premenopausal and postmenopausal women. Results The analytic dataset included 835 cases and 963 controls. Adjusting for fibroglandular tissue (breast density), age, race/ethnicity, BMI, parity, family history of breast cancer, BRCA1/BRCA2 mutations, and other confounders, moderate/marked BPE (vs minimal/mild BPE) was associated with breast cancer among premenopausal women [odds ratio (OR) 1.49, 95% CI 1.05–2.11; p = 0.02]. Among postmenopausal women, mild/moderate/marked vs minimal BPE had a similar, but statistically non-significant, association with breast cancer (OR 1.45, 95% CI 0.92–2.27; p = 0.1). Conclusions BPE is associated with breast cancer in premenopausal women, and possibly postmenopausal women, after adjustment for breast density and confounders. Our results suggest that BPE should be evaluated alongside breast density for inclusion in models predicting breast cancer risk.
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Affiliation(s)
- Gordon P Watt
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 485 Lexington Ave., Second Floor, New York, NY, 10017, USA.
| | - Janice Sung
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Elizabeth A Morris
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Saundra S Buys
- Huntsman Cancer Institute, University of Utah, Salt Lake City, USA
| | - Angela R Bradbury
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
| | - Jennifer D Brooks
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Emily F Conant
- Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
| | - Susan P Weinstein
- Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
| | - Despina Kontos
- Department of Radiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
| | - Meghan Woods
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 485 Lexington Ave., Second Floor, New York, NY, 10017, USA
| | - Sarah V Colonna
- Huntsman Cancer Institute, University of Utah, Salt Lake City, USA
| | - Xiaolin Liang
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 485 Lexington Ave., Second Floor, New York, NY, 10017, USA
| | - Matthew A Stein
- Huntsman Cancer Institute, University of Utah, Salt Lake City, USA
| | - Malcolm C Pike
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 485 Lexington Ave., Second Floor, New York, NY, 10017, USA
| | - Jonine L Bernstein
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 485 Lexington Ave., Second Floor, New York, NY, 10017, USA
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Hellgren R, Saracco A, Strand F, Eriksson M, Sundbom A, Hall P, Dickman PW. The association between breast cancer risk factors and background parenchymal enhancement at dynamic contrast-enhanced breast MRI. Acta Radiol 2020; 61:1600-1607. [PMID: 32216451 PMCID: PMC7720360 DOI: 10.1177/0284185120911583] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
Background Background parenchymal enhancement (BPE) of normal tissue at breast magnetic resonance imaging is suggested to be an independent risk factor for breast cancer. Its association with established risk factors for breast cancer is not fully investigated. Purpose To study the association between BPE and risk factors for breast cancer in a healthy, non-high-risk screening population. Material and Methods We measured BPE and mammographic density and used data from self-reported questionnaires in 214 healthy women aged 43–74 years. We estimated odds ratios for the univariable association between BPE and risk factors. We then fitted an adjusted model using logistic regression to evaluate associations between BPE (high vs. low) and risk factors, including mammographic breast density. Results The majority of women had low BPE (84%). In a multivariable model, we found statistically significant associations between BPE and age (P = 0.002) and BMI (P = 0.03). We did find a significant association between systemic progesterone medication and BPE, but due to small numbers, the results should be interpreted with caution. The adjusted odds ratio for high BPE was 3.1 among women with density D (compared to B) and 2.1 for density C (compared to B). However, the association between high BPE and density was not statistically significant. We did not find statistically significant associations with any other risk factors. Conclusion Our study confirmed the known association of BPE with age and BMI. Although our results show a higher likelihood for high BPE with increasing levels of mammographic density, the association was not statistically significant.
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Affiliation(s)
- Roxanna Hellgren
- Department of Medical Imaging, Division of Breast Imaging, Södersjukhuset, Stockholm, Sweden
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Ariel Saracco
- Department of Medical Imaging, Division of Breast Imaging, Södersjukhuset, Stockholm, Sweden
| | - Fredrik Strand
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Thoracic Radiology, Karolinska University Hospital, Stockholm, Sweden
| | - Mikael Eriksson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Ann Sundbom
- Department of Medical Imaging, Division of Breast Imaging, Södersjukhuset, Stockholm, Sweden
| | - Per Hall
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology, Södersjukhuset, Stockholm, Sweden
| | - Paul W Dickman
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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Lo Gullo R, Daimiel I, Rossi Saccarelli C, Bitencourt A, Sevilimedu V, Martinez DF, Jochelson MS, Morris EA, Reiner JS, Pinker K. MRI background parenchymal enhancement, fibroglandular tissue, and mammographic breast density in patients with invasive lobular breast cancer on adjuvant endocrine hormonal treatment: associations with survival. Breast Cancer Res 2020; 22:93. [PMID: 32819432 PMCID: PMC7441557 DOI: 10.1186/s13058-020-01329-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 08/11/2020] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND To investigate if baseline and/or changes in contralateral background parenchymal enhancement (BPE) and fibroglandular tissue (FGT) measured on magnetic resonance imaging (MRI) and mammographic breast density (MD) can be used as imaging biomarkers for overall and recurrence-free survival in patients with invasive lobular carcinomas (ILCs) undergoing adjuvant endocrine treatment. METHODS Women who fulfilled the following inclusion criteria were included in this retrospective HIPAA-compliant IRB-approved study: unilateral ILC, pre-treatment breast MRI and/or mammography from 2000 to 2010, adjuvant endocrine treatment, follow-up MRI, and/or mammography 1-2 years after treatment onset. BPE, FGT, and mammographic MD of the contralateral breast were independently graded by four dedicated breast radiologists according to BI-RADS. Associations between the baseline levels and change in levels of BPE, FGT, and MD with overall survival and recurrence-free survival were assessed using Kaplan-Meier survival curves and Cox regression analysis. RESULTS Two hundred ninety-eight patients (average age = 54.1 years, range = 31-79) fulfilled the inclusion criteria. The average follow-up duration was 11.8 years (range = 2-19). Baseline and change in levels of BPE, FGT, and MD were not significantly associated with recurrence-free or overall survival. Recurrence-free and overall survival were affected by histological subtype (p < 0.0001), number of metastatic axillary lymph nodes (p < 0.0001), age (p = 0.01), and adjuvant endocrine treatment duration (p < 0.001). CONCLUSIONS Qualitative evaluation of BPE, FGT, and mammographic MD changes cannot predict which patients are more likely to benefit from adjuvant endocrine treatment.
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Affiliation(s)
- Roberto Lo Gullo
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Isaac Daimiel
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Carolina Rossi Saccarelli
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Almir Bitencourt
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Varadan Sevilimedu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, 485 Lexington Avenue, New York, NY, 10017, USA
| | - Danny F Martinez
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Maxine S Jochelson
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Elizabeth A Morris
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Jeffrey S Reiner
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA
| | - Katja Pinker
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, 300 E 66th Street, New York, NY, 10065, USA. .,Department of Biomedical Imaging and Image-guided Therapy, Molecular and Gender Imaging Service, Medical University of Vienna, Waehringer Guertel 18-20, 1090, Wien, Austria.
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Factors Associated With Background Parenchymal Enhancement on Contrast-Enhanced Mammography. AJR Am J Roentgenol 2020; 216:340-348. [PMID: 32755162 DOI: 10.2214/ajr.19.22353] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE. The purpose of this study was to determine the relationship between background parenchymal enhancement (BPE) on contrast-enhanced mammography (CEM) and breast tissue density, menstrual status, endocrine therapy, and risk factors for breast cancer and also to evaluate interreader agreement on classification of BPE on CEM. MATERIALS AND METHODS. Five subspecialty-trained breast radiologists independently and blindly graded tissue density (with fatty tissue and scattered fibroglandular tissue classified as nondense tissue and with heterogeneously dense and extremely dense classified as dense tissue) and BPE (with minimal or mild BPE categorized as low BPE and moderate or marked BPE categorized as high BPE) on CEM examinations performed from 2014 to 2018. Electronic medical charts were reviewed for information on menstrual status, endocrine therapy, history of breast surgery, and other risk factors for breast cancer. Comparisons were performed using the Kruskal-Wallis test, Mann-Whitney test, and Spearman rank correlation. Interreader agreement was estimated using the Fleiss kappa test. RESULTS. A total of 202 patients (mean [± SD] age, 54 ± 10 years; range, 25-84 years) underwent CEM. Tissue density was categorized as fatty in two patients (1%), scattered fibroglandular in 67 patients (33%), heterogeneously dense in 117 patients (58%), and extremely dense in 16 patients (8%). Among the 202 patients, BPE was minimal in 77 (38%), mild in 80 (40%), moderate in 31 (15%), and marked in 14 (7%). Dense breasts, younger age, premenopausal status, no history of endocrine therapy, and no history of breast cancer were significantly associated with high BPE. Among premenopausal patients, no association was found between BPE and time from last menstrual period to CEM. Overall interreader agreement on BPE was moderate (κ = 0.41; 95% CI, 0.40-0.42). Interreader agreement on tissue density was substantial (κ = 0.67; 95% CI, 0.66-0.69). CONCLUSION. Women with dense breasts, premenopausal status, and younger age are more likely to have greater BPE. Targeting CEM to the last menstrual period is not indicated.
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Carter RE, Attia ZI, Geske JR, Conners AL, Whaley DH, Hunt KN, O'Connor MK, Rhodes DJ, Hruska CB. Classification of Background Parenchymal Uptake on Molecular Breast Imaging Using a Convolutional Neural Network. JCO Clin Cancer Inform 2020; 3:1-11. [PMID: 30807208 DOI: 10.1200/cci.18.00133] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
PURPOSE Background parenchymal uptake (BPU), which describes the level of radiotracer uptake in normal fibroglandular tissue on molecular breast imaging (MBI), has been identified as a breast cancer risk factor. Our objective was to develop and validate a deep learning model using image convolution to automatically categorize BPU on MBI. METHODS MBI examinations obtained for clinical and research purposes from 2004 to 2015 were reviewed to classify the BPU pattern using a standardized five-category scale. Two expert radiologists provided interpretations that were used as the reference standard for modeling. The modeling consisted of training and validating a convolutional neural network to predict BPU. Model performance was summarized in data reserved to test the performance of the algorithm at the per-image and per-breast levels. RESULTS Training was performed on 24,639 images from 3,133 unique patients. The model performance on the withheld testing data (6,172 images; 786 patients) was evaluated. Using direct matching on the predicted classification resulted in an accuracy of 69.4% (95% CI, 67.4% to 71.3%), and if prediction within one category was considered, accuracy increased to 96.0% (95% CI, 95.2% to 96.7%). When considering the breast-level prediction of BPU, the accuracy remained strong, with 70.3% (95% CI, 68.0% to 72.6%) and 96.2% (95% CI, 95.3% to 97.2%) for the direct match and allowance for one category, respectively. CONCLUSION BPU provided a robust target for training a convolutional neural network. A validated computer algorithm will allow for objective, reproducible encoding of BPU to foster its integration into risk-stratification algorithms.
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Outcome of Screening MRI in Premenopausal Women as a Function of the Week of the Menstrual Cycle. AJR Am J Roentgenol 2020; 214:1175-1181. [DOI: 10.2214/ajr.18.19960] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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20
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Ben-David MA, Corn BW, Evron E, Goldberg H, Pfeffer RM, Abdah-Bortnyak R, Matceyevsky D, Weinstein Y, Golan O, Sklair-Levy M. Prophylactic breast irradiation reduces background parenchymal enhancement (BPE) on MRI: A secondary analysis. Breast 2019; 49:70-73. [PMID: 31734591 PMCID: PMC7375590 DOI: 10.1016/j.breast.2019.10.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 10/07/2019] [Accepted: 10/22/2019] [Indexed: 01/01/2023] Open
Abstract
PURPOSE We recently showed that prophylactic breast irradiation (PBI) reduces the risk of contralateral breast cancer in BRCA mutation carriers undergoing treatment for early breast cancer. It has been suggested that Background Parenchymal Enhancement (BPE) may be a biomarker for increased risk of breast cancer. METHODS For participants in the trial we reviewed the MRI prior to enrollment and following radiation treatment and scored the contralateral breast for BPE and density. RESULTS Significant reduction of BPE was more commonly noted following PBI (p = 0.011) compared to the control group. CONCLUSION Reduction of BPE by PBI may contribute to its prophylactic effect.
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Affiliation(s)
- Merav A Ben-David
- Department of Radiation Oncology, Sheba Medical Center, Ramat-Gan, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
| | - Benjamin W Corn
- Shaare Zedek Medical Center, Jerusalem, Israel; Hadassah Medical School, The Hebrew University, Jerusalem, Israel.
| | - Ella Evron
- Oncology, Kaplan Medical Institute, Rehovot, Israel; Hadassah Medical School, The Hebrew University, Jerusalem, Israel
| | | | | | - Roxoliana Abdah-Bortnyak
- Oncology Division, Rambam Health Care Campus, Rappaport Faculty of Medicine, Technion, Haifa, Israel
| | | | | | - Orit Golan
- Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel
| | - Miri Sklair-Levy
- Department of Radiation Oncology, Sheba Medical Center, Ramat-Gan, Israel; Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
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Dontchos BN, Rahbar H, Partridge SC, Lehman CD, DeMartini WB. Influence of Menstrual Cycle Timing on Screening Breast MRI Background Parenchymal Enhancement and Diagnostic Performance in Premenopausal Women. JOURNAL OF BREAST IMAGING 2019; 1:205-211. [PMID: 31538142 DOI: 10.1093/jbi/wbz022] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Indexed: 12/12/2022]
Abstract
Purpose To assess the influence of menstrual cycle timing on background parenchymal enhancement (BPE) and performance on screening breast magnetic resonance imaging (MRI) in premenopausal women at high risk for developing breast cancer. Methods After Institutional Review Board approval, all screening breast MRIs performed from January 2007 through November 2010 in premenopausal women in whom day from last menstrual period was recorded were identified. Prospectively recorded BPE levels and Breast Imaging Reporting and Data System MRI assessments were extracted from our database. Subject outcomes were determined by using biopsy, imaging follow-up, and linkage with the regional tumor registry (minimum 12-month follow-up). Associations of BPE levels (minimal/mild versus moderate/marked) with menstrual cycle phase (follicular [day 0-15] versus luteal [day 16-35]) and week (1, 2, 3, or 4) were compared. Differences in MRI performance metrics, including abnormal interpretation rate (AIR), positive biopsy rate (PBR), cancer yield, sensitivity, and specificity, were compared between menstrual cycle phase and menstrual cycle week. Results Three-hundred twenty examinations in 244 premenopausal women met inclusion criteria with nine cancers diagnosed. BPE levels were not associated with menstrual cycle phase or week (P > 0.05). MRI performance metrics (ie, AIR, PBR, cancer yield, sensitivity, or specificity) did not differ significantly based on menstrual cycle phase or menstrual cycle week (P > 0.05). Conclusions Obtaining screening breast MRI exams during specific phases or weeks of the menstrual cycle in premenopausal women does not reliably produce MRI examinations with lower BPE levels or improved performance.
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Affiliation(s)
| | - Habib Rahbar
- University of Washington, Seattle Cancer Care Alliance, Department of Radiology, Seattle, WA
| | - Savannah C Partridge
- University of Washington, Seattle Cancer Care Alliance, Department of Radiology, Seattle, WA
| | | | - Wendy B DeMartini
- Stanford University, Stanford Comprehensive Cancer Center, Stanford, CA
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Effect of Background Parenchymal Enhancement on Cancer Risk Across Different High-Risk Patient Populations Undergoing Screening Breast MRI. AJR Am J Roentgenol 2019; 212:1412-1418. [DOI: 10.2214/ajr.18.20566] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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23
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Arasu VA, Miglioretti DL, Sprague BL, Alsheik NH, Buist DS, Henderson LM, Herschorn SD, Lee JM, Onega T, Rauscher GH, Wernli KJ, Lehman CD, Kerlikowske K. Population-Based Assessment of the Association Between Magnetic Resonance Imaging Background Parenchymal Enhancement and Future Primary Breast Cancer Risk. J Clin Oncol 2019; 37:954-963. [PMID: 30625040 PMCID: PMC6494266 DOI: 10.1200/jco.18.00378] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
PURPOSE To evaluate comparative associations of breast magnetic resonance imaging (MRI) background parenchymal enhancement (BPE) and mammographic breast density with subsequent breast cancer risk. PATIENTS AND METHODS We examined women undergoing breast MRI in the Breast Cancer Surveillance Consortium from 2005 to 2015 (with one exam in 2000) using qualitative BPE assessments of minimal, mild, moderate, or marked. Breast density was assessed on mammography performed within 5 years of MRI. Among women diagnosed with breast cancer, the first BPE assessment was included if it was more than 3 months before their first diagnosis. Breast cancer risk associated with BPE was estimated using Cox proportional hazards regression. RESULTS Among 4,247 women, 176 developed breast cancer (invasive, n = 129; ductal carcinoma in situ,n = 47) over a median follow-up time of 2.8 years. More women with cancer had mild, moderate, or marked BPE than women without cancer (80% v 66%, respectively). Compared with minimal BPE, increasing BPE levels were associated with significantly increased cancer risk (mild: hazard ratio [HR], 1.80; 95% CI, 1.12 to 2.87; moderate: HR, 2.42; 95% CI, 1.51 to 3.86; and marked: HR, 3.41; 95% CI, 2.05 to 5.66). Compared with women with minimal BPE and almost entirely fatty or scattered fibroglandular breast density, women with mild, moderate, or marked BPE demonstrated elevated cancer risk if they had almost entirely fatty or scattered fibroglandular breast density (HR, 2.30; 95% CI, 1.19 to 4.46) or heterogeneous or extremely dense breasts (HR, 2.61; 95% CI, 1.44 to 4.72), with no significant interaction (P = .82). Combined mild, moderate, and marked BPE demonstrated significantly increased risk of invasive cancer (HR, 2.73; 95% CI, 1.66 to 4.49) but not ductal carcinoma in situ (HR, 1.48; 95% CI, 0.72 to 3.05). CONCLUSION BPE is associated with future invasive breast cancer risk independent of breast density. BPE should be considered for risk prediction models for women undergoing breast MRI.
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Affiliation(s)
- Vignesh A. Arasu
- Kaiser Permanente Medical Center, Vallejo, CA
- University of California, San Francisco, San Francisco, CA
| | - Diana L. Miglioretti
- University of California, Davis, Davis, CA
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA
| | - Brian L. Sprague
- University of Vermont Cancer Center, University of Vermont, Burlington, VT
| | | | - Diana S.M. Buist
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA
| | | | - Sally D. Herschorn
- University of Vermont Cancer Center, University of Vermont, Burlington, VT
| | - Janie M. Lee
- University of Washington, and Seattle Cancer Care Alliance, Seattle, WA
| | - Tracy Onega
- Norris Cotton Cancer Center and Geisel School of Medicine at Dartmouth, Lebanon, NH
| | - Garth H. Rauscher
- Institute for Health Research and Policy, University of Illinois at Chicago, Chicago, IL
| | - Karen J. Wernli
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente Washington, Seattle, WA
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Liao GJ, Henze Bancroft LC, Strigel RM, Chitalia RD, Kontos D, Moy L, Partridge SC, Rahbar H. Background parenchymal enhancement on breast MRI: A comprehensive review. J Magn Reson Imaging 2019; 51:43-61. [PMID: 31004391 DOI: 10.1002/jmri.26762] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 04/09/2019] [Accepted: 04/09/2019] [Indexed: 12/22/2022] Open
Abstract
The degree of normal fibroglandular tissue that enhances on breast MRI, known as background parenchymal enhancement (BPE), was initially described as an incidental finding that could affect interpretation performance. While BPE is now established to be a physiologic phenomenon that is affected by both endogenous and exogenous hormone levels, evidence supporting the notion that BPE frequently masks breast cancers is limited. However, compelling data have emerged to suggest BPE is an independent marker of breast cancer risk and breast cancer treatment outcomes. Specifically, multiple studies have shown that elevated BPE levels, measured qualitatively or quantitatively, are associated with a greater risk of developing breast cancer. Evidence also suggests that BPE could be a predictor of neoadjuvant breast cancer treatment response and overall breast cancer treatment outcomes. These discoveries come at a time when breast cancer screening and treatment have moved toward an increased emphasis on targeted and individualized approaches, of which the identification of imaging features that can predict cancer diagnosis and treatment response is an increasingly recognized component. Historically, researchers have primarily studied quantitative tumor imaging features in pursuit of clinically useful biomarkers. However, the need to segment less well-defined areas of normal tissue for quantitative BPE measurements presents its own unique challenges. Furthermore, there is no consensus on the optimal timing on dynamic contrast-enhanced MRI for BPE quantitation. This article comprehensively reviews BPE with a particular focus on its potential to increase precision approaches to breast cancer risk assessment, diagnosis, and treatment. It also describes areas of needed future research, such as the applicability of BPE to women at average risk, the biological underpinnings of BPE, and the standardization of BPE characterization. Level of Evidence: 3 Technical Efficacy Stage: 5 J. Magn. Reson. Imaging 2020;51:43-61.
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Affiliation(s)
- Geraldine J Liao
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington, USA.,Department of Radiology, Virginia Mason Medical Center, Seattle, Washington, USA
| | | | - Roberta M Strigel
- Department of Radiology, University of Wisconsin, Madison, Wisconsin, USA.,Department of Medical Physics, University of Wisconsin, Madison, Wisconsin, USA.,Carbone Cancer Center, University of Wisconsin, Madison, Wisconsin, USA
| | - Rhea D Chitalia
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Despina Kontos
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Linda Moy
- Department of Radiology, New York University School of Medicine, New York, New York, USA
| | - Savannah C Partridge
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington, USA
| | - Habib Rahbar
- Department of Radiology, University of Washington School of Medicine, Seattle, Washington, USA
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Kim E, Mema E, Axelrod D, Sigmund E, Kim SG, Babb J, Melsaether AN. Preliminary analysis: Background parenchymal 18F-FDG uptake in breast cancer patients appears to correlate with background parenchymal enhancement and to vary by distance from the index cancer. Eur J Radiol 2018; 110:163-168. [PMID: 30599855 DOI: 10.1016/j.ejrad.2018.11.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Revised: 11/22/2018] [Accepted: 11/26/2018] [Indexed: 12/28/2022]
Abstract
PURPOSE To investigate how breast parenchymal uptake (BPU) of 18F-FDG on positron emission tomography/ magnetic resonance imaging (PET/MRI) in patients with breast cancer is related to background parenchymal enhancement (BPE), amount of fibroglandular tissue (FGT), and age, as well as whether BPU varies as a function of distance from the primary breast cancer. MATERIALS AND METHODS In this institutional review board (IRB)-approved retrospective study, 40 patients (all female, ages 32-80 years, mean 52 years) gave informed consent prior to undergoing contrast enhanced breast PET/MRI from 3/2015 to 2/2018. Of the 40 patients, 6 were excluded for multicentric or bilateral cancers, 1 for current lactation and 6 because the raw data from their scans were corrupted. The remaining 27 patients (all female, ages 33 to 80 years, mean age 53 years) comprised the study population. Prone PET and contrast-enhanced MR data were acquired simultaneously on a 3-T integrated PET/ MR system. BPU was measured as SUVmax of a 1.5 cm3 volume of interest 1) in the same quadrant of the ipsilateral breast, 5 mm from the index lesion; 2) in the opposite quadrant of the ipsilateral breast; and 3) in contralateral breast, quadrant matched to the opposite quadrant of the ipsilateral breast. The maximum standardized uptake value (SUVmax) of the index cancer was measured using a VOI that included the entire volume of the index lesion. Bleed from the primary tumor was corrected for (PET edge, MIM). FGT and BPE was assessed by 2 readers on a 4-point scale in accordance with BI-RADS lexicon. The Wilcoxon signed rank test and the Spearman rank correlation test were performed. RESULTS BPU was significantly greater in the same quadrant as the breast cancer as compared with the opposite quadrant of the same breast (p < 0.001 for both readers) and was significantly greater in the opposite quadrant of the same breast compared to the matched quadrant of the contralateral breast (p = 0.002 for reader 1 and <0.001 for reader 2). While the FGT SUVmax in the same quadrant as the cancer correlated significantly with SUVmax of the index lesion, the FGT SUVmax in the opposite quadrant of the same breast and in the matched quadrant of the contralateral breast did not. The FGT SUVmax in the contralateral breast positively correlated with the degree of BPE and negatively correlated with age, but did not show a significant correlation with the amount of FGT for either reader. CONCLUSION There appears to be an inverse correlation between metabolic activity of normal breast parenchyma and distance from the index cancer. BPU significantly correlates with BPE.
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Affiliation(s)
- Eric Kim
- Department of Radiology, NYU School of Medicine, New York, NY, USA.
| | - Eralda Mema
- Department of Radiology, NYU School of Medicine, New York, NY, USA.
| | - Deborah Axelrod
- Department of Surgery, Perlmutter Cancer Center, NYU School of Medicine, New York, NY, USA.
| | - Eric Sigmund
- Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, NY, USA.
| | - Sungheon Gene Kim
- Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, NY, USA.
| | - James Babb
- Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, NYU School of Medicine, New York, NY, USA.
| | - Amy N Melsaether
- Department of Radiology, NYU School of Medicine, New York, NY, USA.
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Bermot C, Saint-Martin C, Malhaire C, Sebbag-Sfez D, Mouret-Fourme E, Carton M, Thibault FE. Background parenchymal enhancement and fibroglandular tissue on breast MRI in women with high genetic risk: Are changes before and after risk-reducing salpingo-oophorectomy associated with breast cancer risk? Eur J Radiol 2018; 109:171-177. [PMID: 30527300 DOI: 10.1016/j.ejrad.2018.10.030] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 09/25/2018] [Accepted: 10/30/2018] [Indexed: 02/05/2023]
Abstract
BACKGROUND Parenchymal enhancement and fibroglandular tissue on breast MRI in women with high genetic risk: are changes before and after risk-reducing salpingo-oophorectomy associated with breast cancer risk? OBJECTIVE To evaluate changes in the level of background parenchymal enhancement (BPE) and amount of fibroglandular tissue (FGT) on breast MRI before and after risk-reducing oophorectomy (RRSO), and to determine whether these changes correlate with ultimate breast cancer risk. MATERIALS AND METHODS The cohort included 146 women with high genetic risk who had undergone pre- and post-RRSO breast MRI. BPE level and FGT amount were retrospectively graded according to BI-RADS classification. Initial values and changes were compared in women with or without later breast cancer after RRSO. Hazard ratios (HR) were estimated using Cox univariate models. RESULTS Patients with initial moderate (BI-RADS C category) BPE had a higher risk of subsequent breast cancer of HR = 3.9 (95% CI [1.1-14.3]; p = 0.04) compared to patients with initial minimal (BI-RADS A) BPE. A categorical BPE decrease after RRSO, versus no change, was associated with a higher cancer risk (HR 2.2, 95% CI [1.04-4.8]; p = 0.04). Initially dense (BI-RADS 3 category) FGT correlated with an increased cancer risk compared to fatty (BI-RADS 1 category) parenchyma (HR 8.3, 95% CI [1.1-64]; p = 0.04). After RRSO, there was a trend for higher cancer risk related to a categorical FGT decrease (HR 2.3, 95% CI [0.9-35.4]; p = 0.06). CONCLUSION Patients in whom BPE decreases after RRSO might be at higher risk of subsequent breast cancer compared to patients with stable BPE. This finding is consistent with the concept of increased risk associated with high initial BPE, which could be of higher clinical relevance than post-RRSO BPE reduction. A similar trend was observed with high initial FGT.
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Affiliation(s)
- Cécile Bermot
- Institut Curie, Département d'Imagerie Médicale, 26 rue d'Ulm, F-75005 Paris, France.
| | - Caroline Saint-Martin
- Institut Curie, PSL Research University, DRCI, Biométrie, 35 Rue Dailly, F-92210, Saint-Cloud, France.
| | - Caroline Malhaire
- Institut Curie, Département d'Imagerie Médicale, 26 rue d'Ulm, F-75005 Paris, France
| | - Delphine Sebbag-Sfez
- Institut Curie, Département d'Imagerie Médicale, 26 rue d'Ulm, F-75005 Paris, France.
| | | | - Matthieu Carton
- Institut Curie, PSL Research University, DRCI, Biométrie, 35 Rue Dailly, F-92210, Saint-Cloud, France.
| | - Fabienne E Thibault
- Institut Curie, Département d'Imagerie Médicale, 26 rue d'Ulm, F-75005 Paris, France.
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Impact of hormonal therapy and other adjuvant therapies on contralateral breast volume change after implant-based breast reconstruction. Arch Plast Surg 2018; 45:432-440. [PMID: 30282414 PMCID: PMC6177640 DOI: 10.5999/aps.2018.00563] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 08/27/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Adjuvant therapy after breast surgery, including tamoxifen or aromatase inhibitors, improves the postoperative outcomes and long-term survival of breast cancer patients. The aim of this study was to determine whether volume changes occurred in the contralateral breast during hormonal or other adjuvant therapies. METHODS This study reviewed 90 patients who underwent unilateral breast reconstruction between September 2012 and April 2018 using tissue expanders and a permanent implant after the surgical removal of breast cancer. The volume of the contralateral breast was measured using a cast before the first (tissue expander insertion) and second (permanent implant change) stages of surgery. Changes in breast volume were evaluated to determine whether adjuvant therapy such as hormonal therapy, chemotherapy, and radiation therapy influenced the volume of the contralateral breast. RESULTS The group receiving tamoxifen therapy demonstrated a significant decrease in volume compared with the group without tamoxifen (-7.8% vs. 1.0%; P=0.028). The aromatase inhibitor-treated group showed a significant increase in volume compared with those who did not receive therapy (-6.2% vs. 4.5%; P=0.023). There were no significant differences between groups treated with other hormonal therapy, chemotherapy, or radiation therapy. CONCLUSIONS Patients who received tamoxifen therapy showed a significant decrease in volume in the contralateral breast, while no significant change in weight or body mass index was found. Our findings suggest that we should choose smaller implants for premenopausal patients, who have a high likelihood of receiving tamoxifen therapy.
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External Beam Irradiation Preferentially Inhibits the Endochondral Pathway of Fracture Healing: A Rat Model. Clin Orthop Relat Res 2018; 476:2076-2090. [PMID: 30024459 PMCID: PMC6259865 DOI: 10.1097/corr.0000000000000395] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND External beam irradiation is an accepted treatment for skeletal malignancies. Radiation acts on both cancerous and normal cells and, depending on the balance of these effects, may promote or impair bone healing after pathologic fracture. Previous studies suggest an adverse effect of radiation on endochondral ossification, but the existence of differential effects of radiation on the two distinct bone healing pathways is unknown. QUESTIONS/PURPOSES The purpose of this study was to investigate the differential effects of external beam irradiation on endochondral compared with intramembranous ossification with intramedullary nail and plate fixation of fractures inducing the two respective osseous healing pathways through assessment of (1) bone biology by histomorphometric analysis of cartilage area and micro-CT volumetric assessment of the calcified callus; and (2) mechanical properties of the healing fracture by four-point bending failure analysis of bending stiffness and strength. METHODS Thirty-six male Sprague-Dawley rats underwent bilateral iatrogenic femur fracture: one side was repaired with an intramedullary nail and the other with compression plating. Three days postoperatively, half (n = 18) received 8-Gray external beam irradiation to each fracture. Rodents were euthanized at 1, 2, and 4 weeks postoperatively (n = 3/group) for quantitative histomorphometry of cartilage area and micro-CT assessment of callus volume. The remaining rodents were euthanized at 3 months (n = 9/group) and subjected to four-point bending tests to assess stiffness and maximum strength. RESULTS Nailed femurs that were irradiated exhibited a reduction in cartilage area at both 2 weeks (1.08 ± 1.13 mm versus 37.32 ± 19.88 mm; 95% confidence interval [CI] of the difference, 4.32-68.16 mm; p = 0.034) and 4 weeks (4.60 ± 3.97 mm versus 39.10 ± 16.28 mm; 95% CI of the difference, 7.64-61.36 mm; p = 0.023) compared with nonirradiated fractures. There was also a decrease in the volume ratio of calcified callus at 4 weeks (0.35 ± 0.08 versus 0.51 ± 0.05; 95% CI of the difference, 0.01-0.31; p = 0.042) compared with nonirradiated fractures. By contrast, there was no difference in cartilage area or calcified callus between irradiated and nonirradiated plated femurs. The stiffness (128.84 ± 76.60 N/mm versus 26.99 ± 26.07 N/mm; 95% CI of the difference, 44.67-159.03 N/mm; p = 0.012) and maximum strength (41.44 ± 22.06 N versus 23.75 ± 11.00 N; 95% CI of the difference, 0.27-35.11 N; p = 0.047) of irradiated plated femurs was greater than the irradiated nailed femurs. However, for nonirradiated femurs, the maximum strength of nailed fractures (36.05 ± 17.34 N versus 15.63 ± 5.19 N; 95% CI of the difference, 3.96-36.88 N; p = 0.022) was greater than plated fractures, and there was no difference in stiffness between the nailed and plated fractures. CONCLUSIONS In this model, external beam irradiation was found to preferentially inhibit endochondral over intramembranous ossification with the greatest impairment in healing of radiated fractures repaired with intramedullary nails compared with those fixed with plates. Future work with larger sample sizes might focus on further elucidating the observed differences in mechanical properties. CLINICAL RELEVANCE This work suggests that there may be a rationale for compression plating rather than intramedullary nailing of long bone fractures in select circumstances where bony union is desirable, adjunctive radiation treatment is required, and bone stock is sufficient for plate and screw fixation.
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Background parenchymal enhancement in breast magnetic resonance imaging: A review of current evidences and future trends. Diagn Interv Imaging 2018; 99:815-826. [PMID: 30249463 DOI: 10.1016/j.diii.2018.08.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Revised: 08/20/2018] [Accepted: 08/30/2018] [Indexed: 12/12/2022]
Abstract
Background parenchymal enhancement (BPE) on breast magnetic resonance imaging (MRI) is a dynamic process, which varies among women and within the same woman over time due to different factors. BPE has profound implications for women with or at risk of breast cancer. Breast radiologist should be aware of factors that could potentially influence BPE and have to be familiar with its typical appearance. Marked BPE could indeed affect the diagnostic accuracy of breast MRI, but this shortcoming can be minimized through evaluation by dedicated radiologists, in order to correctly interpret and properly manage the additional findings. BPE shows promise as an imaging biomarker but many issues need to be addressed before it can be used either to determine screening strategy or the value of risk-reducing interventions. This review analyzes the clinical influence of BPE on breast MRI interpretation, breast cancer staging and surgical outcome and discusses current available evidences about BPE as an imaging biomarker.
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Heller SL, Young Lin LL, Melsaether AN, Moy L, Gao Y. Hormonal Effects on Breast Density, Fibroglandular Tissue, and Background Parenchymal Enhancement. Radiographics 2018; 38:983-996. [DOI: 10.1148/rg.2018180035] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Samantha L. Heller
- From the Department of Radiology, New York University School of Medicine, 160 E 34th St, New York, NY 10016
| | - Leng Leng Young Lin
- From the Department of Radiology, New York University School of Medicine, 160 E 34th St, New York, NY 10016
| | - Amy N. Melsaether
- From the Department of Radiology, New York University School of Medicine, 160 E 34th St, New York, NY 10016
| | - Linda Moy
- From the Department of Radiology, New York University School of Medicine, 160 E 34th St, New York, NY 10016
| | - Yiming Gao
- From the Department of Radiology, New York University School of Medicine, 160 E 34th St, New York, NY 10016
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Grubstein A, Rapson Y, Benzaquen O, Rozenblatt S, Gadiel I, Atar E, Yerushalmi R, Cohen MJ. Comparison of background parenchymal enhancement and fibroglandular density at breast magnetic resonance imaging between BRCA gene mutation carriers and non-carriers. Clin Imaging 2018; 51:347-351. [PMID: 29982132 DOI: 10.1016/j.clinimag.2018.06.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 05/24/2018] [Accepted: 06/11/2018] [Indexed: 01/01/2023]
Abstract
OBJECTIVE High background parenchymal enhancement and amount of fibroglandular tissue on breast magnetic resonance imaging are related to increased breast cancer risk. This study sought to compare these parameters between BRCA mutation carriers and non-carriers and to evaluate the potential implications of the findings for short term follow-up. MATERIALS AND METHODS Magnetic resonance imaging studies of known BRCA mutation carriers, were compared to age-matched non-carrier studies performed in the same center during the same period. The groups were compared for qualitative background parenchymal enhancement and amount of fibroglandular tissue using the Breast Imaging Reporting and Data System (BI-RADS). RESULTS Breast parenchymal enhancement was high in up to one-third of the cohort: 22% of carriers and 33% of controls (p = 0.013). These results were sustained on separate analysis of menstrual-cycle-timed examinations. Amount of fibroglandular tissue was high in most cases: 62% of carriers and 75% of controls (p = 0.004). A BI-RADS final assessment score of 3 was more common in patients with high parenchymal enhancement, especially controls. CONCLUSION BRCA mutation carriers demonstrated lower levels of breast parenchymal enhancement and amount of fibroglandular tissue than age-matched non-carriers. These differences are probably influenced by hormonal status, as well as highlight different risks in distinctive subgroups of breast cancer (hormone-enriched, mutation-associated defective DNA damage repair), affecting considerations of preventive medical treatment. Differences in the indications for imaging between the carrier and non-carrier groups (screening for mutations and breast cancer evaluation, respectively) probably accounted for the higher rate of BI-RADS 3 in the control group.
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Affiliation(s)
- Ahuva Grubstein
- Department of Imaging, Rabin Medical Center - Beilinson Hospital, Petach Tikva 4941492, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.
| | - Yael Rapson
- Department of Imaging, Rabin Medical Center - Beilinson Hospital, Petach Tikva 4941492, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.
| | - Oshra Benzaquen
- Department of Imaging, Rabin Medical Center - Beilinson Hospital, Petach Tikva 4941492, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.
| | - Shira Rozenblatt
- Department of Imaging, Rabin Medical Center - Beilinson Hospital, Petach Tikva 4941492, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.
| | - Itay Gadiel
- Department of Imaging, Rabin Medical Center - Beilinson Hospital, Petach Tikva 4941492, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.
| | - Eli Atar
- Department of Imaging, Rabin Medical Center - Beilinson Hospital, Petach Tikva 4941492, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.
| | - Rinat Yerushalmi
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel; Institute of Oncology, Davidoff Cancer Center, Rabin Medical Center, Petach Tikva 4941492, Israel.
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Shin GW, Zhang Y, Kim MJ, Su MY, Kim EK, Moon HJ, Yoon JH, Park VY. Role of dynamic contrast-enhanced MRI in evaluating the association between contralateral parenchymal enhancement and survival outcome in ER-positive, HER2-negative, node-negative invasive breast cancer. J Magn Reson Imaging 2018; 48:1678-1689. [PMID: 29734483 DOI: 10.1002/jmri.26176] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 04/12/2018] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Background parenchymal enhancement (BPE) on dynamic contrast-enhanced (DCE)-MRI has been associated with breast cancer risk, both based on qualitative and quantitative assessments. PURPOSE To investigate whether BPE of the contralateral breast on preoperative DCE-MRI is associated with therapy outcome in ER-positive, HER2-negative, node-negative invasive breast cancer. STUDY TYPE Retrospective. POPULATION In all, 289 patients with unilateral ER-positive, HER2-negative, node-negative breast cancer larger than 5 mm. FIELD STRENGTH/SEQUENCE 3T, T1 -weighted DCE sequence. ASSESSMENT BPE of the contralateral breast was assessed qualitatively by two dedicated radiologists and quantitatively (using region-of-interest and automatic breast segmentation). STATISTICAL TESTS Cox regression analysis was used to determine associations with recurrence-free survival (RFS) and distant metastasis-free survival (DFS). Interobserver variability for parenchymal enhancement was assessed using kappa statistics and intraclass correlation coefficient (ICC). RESULTS The median follow-up time was 75.8 months. Multivariate analysis showed receipt of total mastectomy (hazard ratio [HR]: 5.497) and high Ki-67 expression level (HR: 5.956) were independent factors associated with worse RFS (P < 0.05). Only a high Ki-67 expression level was associated with worse DFS (HR: 3.571, P = 0.045). BPE assessments were not associated with outcome (RFS [qualitative BPE: P = 0.75, 0.92 for readers 1 and 2; quantitative BPE: P = 0.38-0.99], DFS, [qualitative BPE: P = 0.41, 0.16 for readers 1 and 2; quantitative BPE: P = 0.68-0.99]). For interobserver variability, there was good agreement between qualitative (κ = 0.700) and good to perfect agreement for most quantitative parameters of BPE. DATA CONCLUSION Contralateral BPE showed no association with survival outcome in patients with ER-positive, HER2-negative, node-negative invasive breast cancer. A high Ki-67 expression level was associated with both worse recurrence-free and distant metastasis-free survival. LEVEL OF EVIDENCE 3 Technical Efficacy: Stage 4 J. Magn. Reson. Imaging 2018;48:1678-1689.
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Affiliation(s)
- Gi Won Shin
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Department of Radiology, Busan Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Yang Zhang
- Department of Radiological Sciences, Tu & Yuen Center for Functional Onco-Imaging. University of California, Irvine, California, USA
| | - Min Jung Kim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Min-Ying Su
- Department of Radiological Sciences, Tu & Yuen Center for Functional Onco-Imaging. University of California, Irvine, California, USA
| | - Eun-Kyung Kim
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hee Jung Moon
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jung Hyun Yoon
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Vivian Youngjean Park
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Brooks JD, Sung JS, Pike MC, Orlow I, Stanczyk FZ, Bernstein JL, Morris EA. MRI background parenchymal enhancement, breast density and serum hormones in postmenopausal women. Int J Cancer 2018. [PMID: 29524207 PMCID: PMC6041161 DOI: 10.1002/ijc.31370] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Background parenchymal enhancement (BPE) is the degree to which normal breast tissue enhances on contrast-enhanced magnetic resonance imaging (MRI). MRI-density is a volumetric measure of breast density that is highly correlated with mammographic density, an established breast cancer risk factor. Endogenous estrogen concentrations are positively associated with postmenopausal breast cancer risk and BPE has been shown to be sensitive to hormonal exposures. The objective of our study was to examine the relationship between BPE and MRI-density and serum hormone concentrations in postmenopausal women. This was a study of cancer-free postmenopausal women undergoing contrast-enhanced breast MRI (N = 118). At the time of MRI all women completed a self-administered questionnaire and blood samples were collected for hormone analyses. Serum concentrations of estrone (E1), estradiol (E2) and bioavailable E2 were examined by category of BPE and MRI-density. Compared to women with "minimal" BPE, those who had "marked" BPE had significantly higher serum concentrations of E1, E2 and bioavailable E2 (90% increase, ptrend across all categories = 0.001; 150% increase, ptrend = 0.001; and 158% increase, ptrend = 0.001, respectively). These associations were only affected to a minor extent by adjustment for BMI and other variables. After adjustment for BMI, no significant associations between MRI-density and serum E1, E2 and bioavailable E2 were observed. Serum estrogen concentrations were significantly positively associated with BPE. Our study provides further evidence of the hormone-sensitive nature of BPE, indicating a potential role for BPE as an imaging marker of endogenous and exogenous hormonal exposures in the breast.
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Affiliation(s)
- Jennifer D Brooks
- Dalla Lana School of Public Health Sciences, University of Toronto, Toronto, ON, Canada
| | - Janice S Sung
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Malcolm C Pike
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Irene Orlow
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Frank Z Stanczyk
- Department of Obstetrics and Gynecology, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Jonine L Bernstein
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Elizabeth A Morris
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
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Savaridas S, Taylor D, Gunawardana D, Phillips M. Could parenchymal enhancement on contrast-enhanced spectral mammography (CESM) represent a new breast cancer risk factor? Correlation with known radiology risk factors. Clin Radiol 2017; 72:1085.e1-1085.e9. [DOI: 10.1016/j.crad.2017.07.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 07/17/2017] [Accepted: 07/25/2017] [Indexed: 10/18/2022]
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Pujara AC, Mikheev A, Rusinek H, Gao Y, Chhor C, Pysarenko K, Rallapalli H, Walczyk J, Moccaldi M, Babb JS, Melsaether AN. Comparison between qualitative and quantitative assessment of background parenchymal enhancement on breast MRI. J Magn Reson Imaging 2017; 47:1685-1691. [PMID: 29140576 DOI: 10.1002/jmri.25895] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 10/28/2017] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Potential clinical implications of the level of background parenchymal enhancement (BPE) on breast MRI are increasing. Currently, BPE is typically evaluated subjectively. Tests of concordance between subjective BPE assessment and computer-assisted quantified BPE have not been reported. PURPOSE OR HYPOTHESIS To compare subjective radiologist assessment of BPE with objective quantified parenchymal enhancement (QPE). STUDY TYPE Cross-sectional observational study. POPULATION Between 7/24/2015 and 11/27/2015, 104 sequential patients (ages 23 - 81 years, mean 49 years) without breast cancer underwent breast MRI and were included in this study. FIELD STRENGTH/SEQUENCE 3T; fat suppressed axial T2, axial T1, and axial fat suppressed T1 before and after intravenous contrast. ASSESSMENT Four breast imagers graded BPE at 90 and 180 s after contrast injection on a 4-point scale (a-d). Fibroglandular tissue masks were generated using a phantom-validated segmentation algorithm, and were co-registered to pre- and postcontrast fat suppressed images to define the region of interest. QPE was calculated. STATISTICAL TESTS Receiver operating characteristic (ROC) analyses and kappa coefficients (k) were used to compare subjective BPE with QPE. RESULTS ROC analyses indicated that subjective BPE at 90 s was best predicted by quantified QPE ≤20.2 = a, 20.3-25.2 = b, 25.3-50.0 = c, >50.0 = d, and at 180 s by quantified QPE ≤ 32.2 = a, 32.3-38.3 = b, 38.4-74.5 = c, >74.5 = d. Agreement between subjective BPE and QPE was slight to fair at 90 s (k = 0.20-0.36) and 180 s (k = 0.19-0.28). At higher levels of QPE, agreement between subjective BPE and QPE significantly decreased for all four radiologists at 90 s (P ≤ 0.004) and for three of four radiologists at 180 s (P ≤ 0.004). DATA CONCLUSION Radiologists were less consistent with QPE as QPE increased. LEVEL OF EVIDENCE 3 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2018;47:1685-1691.
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Affiliation(s)
- Akshat C Pujara
- Department of Radiology, New York University School of Medicine, New York, New York, USA
| | - Artem Mikheev
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Center for Biomedical Imaging, New York University School of Medicine, New York, New York, USA
| | - Henry Rusinek
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Center for Biomedical Imaging, New York University School of Medicine, New York, New York, USA
| | - Yiming Gao
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Breast Imaging Section, New York University School of Medicine, New York, New York, USA
| | - Chloe Chhor
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Breast Imaging Section, New York University School of Medicine, New York, New York, USA
| | - Kristine Pysarenko
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Breast Imaging Section, New York University School of Medicine, New York, New York, USA
| | - Harikrishna Rallapalli
- Center for Biomedical Imaging, New York University School of Medicine, New York, New York, USA
| | - Jerzy Walczyk
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Center for Biomedical Imaging, New York University School of Medicine, New York, New York, USA
| | - Melanie Moccaldi
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Perlmutter Cancer Center, New York University School of Medicine, New York, New York, USA
| | - James S Babb
- Department of Radiology, New York University School of Medicine, New York, New York, USA
| | - Amy N Melsaether
- Department of Radiology, New York University School of Medicine, New York, New York, USA.,Breast Imaging Section, New York University School of Medicine, New York, New York, USA
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Mema E, Mango VL, Guo X, Karcich J, Yeh R, Wynn RT, Zhao B, Ha RS. Does breast MRI background parenchymal enhancement indicate metabolic activity? Qualitative and 3D quantitative computer imaging analysis. J Magn Reson Imaging 2017. [PMID: 28646614 DOI: 10.1002/jmri.25798] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
PURPOSE To investigate whether the degree of breast magnetic resonance imaging (MRI) background parenchymal enhancement (BPE) is associated with the amount of breast metabolic activity measured by breast parenchymal uptake (BPU) of 18F-FDG on positron emission tomography / computed tomography (PET/CT). MATERIALS AND METHODS An Institutional Review Board (IRB)-approved retrospective study was performed. Of 327 patients who underwent preoperative breast MRI from 1/1/12 to 12/31/15, 73 patients had 18F-FDG PET/CT evaluation performed within 1 week of breast MRI and no suspicious findings in the contralateral breast. MRI was performed on a 1.5T or 3.0T system. The imaging sequence included a triplane localizing sequence followed by sagittal fat-suppressed T2 -weighted sequence, and a bilateral sagittal T1 -weighted fat-suppressed fast spoiled gradient-echo sequence, which was performed before and three times after a rapid bolus injection (gadobenate dimeglumine, Multihance; Bracco Imaging; 0.1 mmol/kg) delivered through an IV catheter. The unaffected contralateral breast in these 73 patients underwent BPE and BPU assessments. For PET/CT BPU calculation, a 3D region of interest (ROI) was drawn around the glandular breast tissue and the maximum standardized uptake value (SUVmax ) was determined. Qualitative MRI BPE assessments were performed on a 4-point scale, in accordance with BI-RADS categories. Additional 3D quantitative MRI BPE analysis was performed using a previously published in-house technique. Spearman's correlation test and linear regression analysis was performed (SPSS, v. 24). RESULT The median time interval between breast MRI and 18F-FDG PET/CT evaluation was 3 days (range, 0-6 days). BPU SUVmax mean value was 1.6 (SD, 0.53). Minimum and maximum BPU SUVmax values were 0.71 and 4.0. The BPU SUVmax values significantly correlated with both the qualitative and quantitative measurements of BPE, respectively (r(71) = 0.59, P < 0.001 and r(71) = 0.54, P < 0.001). Qualitatively assessed high BPE group (BI-RADS 3/4) had significantly higher BPU SUVmax of 1.9 (SD = 0.44) compared to low BPE group (BI-RADS 1/2) with an average BPU SUVmax of 1.17 (SD = 0.32) (P < 0.001). On linear regression analysis, BPU SUVmax significantly predicted qualitative and quantitative measurements of BPE (β = 1.29, t(71) = 3.88, P < 0.001 and β = 19.52, t(71) = 3.88, P < 0.001). CONCLUSION There is a significant association between breast BPU and BPE, measured both qualitatively and quantitatively. Increased breast cancer risk in patients with high MRI BPE could be due to elevated basal metabolic activity of the normal breast tissue, which may provide a susceptible environment for tumor growth. LEVEL OF EVIDENCE 3 Technical Efficacy: Stage 3 J. Magn. Reson. Imaging 2018;47:753-759.
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Affiliation(s)
- Eralda Mema
- Columba University Medical Center, Department of Radiology, New York, New York, USA
| | - Victoria L Mango
- Memorial Sloan-Kettering Cancer Center, Department of Radiology, New York, New York, USA
| | - Xiaotao Guo
- Columba University Medical Center, Department of Radiology, New York, New York, USA
| | - Jenika Karcich
- Columba University Medical Center, Department of Radiology, New York, New York, USA
| | - Randy Yeh
- Columba University Medical Center, Department of Radiology, New York, New York, USA
| | - Ralph T Wynn
- Columba University Medical Center, Department of Radiology, New York, New York, USA
| | - Binsheng Zhao
- Columba University Medical Center, Department of Radiology, New York, New York, USA
| | - Richard S Ha
- Columba University Medical Center, Department of Radiology, New York, New York, USA
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Machida Y, Shimauchi A, Kuroki Y, Tozaki M, Kato Y, Hoshi K, Fukuma E. Single focus on breast magnetic resonance imaging: diagnosis based on kinetic pattern and patient age. Acta Radiol 2017; 58:652-659. [PMID: 27664278 DOI: 10.1177/0284185116668212] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Background Because of its small size, a focus in breast magnetic resonance imaging (MRI) must be evaluated on the basis of characteristics other than morphologic features. Patient-related factors including patient age, in conjunction with lesion-related factors, could be useful for decision-making. Purpose To assess the probability of malignant foci based on both lesion- and patient-related factors, and to propose a relevant decision-making method. Material and Methods Foci in our breast MRI database dating from April 2006 to June 2013 were retrospectively identified and analyzed. A Fisher's exact test or a Mann-Whitney U test were performed for univariate analyses, and factors that showed a significant association with outcome in the univariate analyses were subjected to multivariate analysis using a logistic regression model. A decision tree was then drawn using the significant predictors confirmed by multivariate analysis. Results In total, 184 foci (168 benign, 16 malignant) in 184 patients were analyzed in our study. The presence of a washout pattern and older age were found to be significant predictors of malignancy ( P < 0.0001; odds ratio [OR], 17.8; P = 0.021; OR, 1.1, respectively). The main decisive node on the decision tree was the presence of a washout pattern, followed by whether the patient's age was >63 years. Conclusion An enhancing focus showing a washout pattern, especially in older patients, may warrant immediate biopsy rather than short-interval follow-up.
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Affiliation(s)
- Youichi Machida
- Kameda Kyobashi Clinic, Tokyo, Japan
- Kameda Medical Center, Chiba, Japan
| | | | - Yoshifumi Kuroki
- Kameda Kyobashi Clinic, Tokyo, Japan
- Sagara Hospital Affiliated Breast Center, Kagoshima City, Japan
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Preibsch H, Richter V, Bahrs SD, Hattermann V, Wietek BM, Bier G, Kloth C, Blumenstock G, Hahn M, Staebler A, Nikolaou K, Wiesinger B. Repeated surgeries in invasive lobular breast cancer with preoperative MRI: Role of additional carcinoma in situ and background parenchymal enhancement. Eur J Radiol 2017; 90:181-187. [PMID: 28583631 DOI: 10.1016/j.ejrad.2017.02.045] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2016] [Revised: 12/04/2016] [Accepted: 02/28/2017] [Indexed: 11/30/2022]
Abstract
OBJECTIVES Analysing the influence of additional carcinoma in situ (CIS) and background parenchymal enhancement (BPE) in preoperative MRI on repeated surgeries in patients with invasive lobular carcinoma (ILC) of the breast. METHODS Retrospective analysis of 106 patients (mean age 58.6±9.9years) with 108 ILC. Preoperative tumour size as assessed by MRI, mammography and sonography was recorded and compared to histopathology. In contrast-enhanced MRI, the degree of BPE was categorised by two readers. The influence of additionally detected CIS and BPE on the rate of repeated surgeries was analysed. RESULTS Additional CIS was present in 45.4% of the cases (49/108). The degree of BPE was minimal or mild in 80% of the cases and moderate or marked in 20% of the cases. In 17 cases (15.7%) at least one repeated surgery was performed. In n=15 of these cases, repeated surgery was performed after BCT (n=9 re-excisions, n=6 conversions to mastectomy), in n=2 cases after initial mastectomy. The initial surgical procedure (p=0.008) and additional CIS (p=0.046) significantly influenced the rate of repeated surgeries, while tumour size, patient age and BPE did not (p=ns). CONCLUSIONS Additional CIS was associated with a higher rate of repeated surgeries, whereas BPE had no influence.
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Affiliation(s)
- H Preibsch
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany.
| | - V Richter
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
| | - S D Bahrs
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
| | - V Hattermann
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
| | - B M Wietek
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
| | - G Bier
- Diagnostic and Interventional Neuroradiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
| | - C Kloth
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
| | - G Blumenstock
- Institute for Clinical Epidemiology and Applied Biometry, University of Tuebingen, Silcherstraße 5, 72076 Tuebingen, Germany
| | - M Hahn
- Department of Gynecology and Obstetrics, University Hospital Tuebingen, Calwerstr. 7, 72076 Tuebingen, Germany
| | - A Staebler
- Institute of Pathology and Neuropathology, University Hospital Tuebingen, Liebermeisterstr. 8, 72076 Tuebingen, Germany
| | - K Nikolaou
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
| | - B Wiesinger
- Diagnostic and Interventional Radiology, University Hospital Tuebingen, Hoppe-Seyler-Str. 3, 72076 Tuebingen, Germany
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Pujara AC, Mikheev A, Rusinek H, Rallapalli H, Walczyk J, Gao Y, Chhor C, Pysarenko K, Babb JS, Melsaether AN. Clinical applicability and relevance of fibroglandular tissue segmentation on routine T1 weighted breast MRI. Clin Imaging 2017; 42:119-125. [DOI: 10.1016/j.clinimag.2016.12.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 11/07/2016] [Accepted: 12/02/2016] [Indexed: 10/20/2022]
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Bignotti B, Signori A, Valdora F, Rossi F, Calabrese M, Durando M, Mariscotto G, Tagliafico A. Evaluation of background parenchymal enhancement on breast MRI: a systematic review. Br J Radiol 2016; 90:20160542. [PMID: 27925480 DOI: 10.1259/bjr.20160542] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE To perform a systematic review of the methods used for background parenchymal enhancement (BPE) evaluation on breast MRI. METHODS Studies dealing with BPE assessment on breast MRI were retrieved from major medical libraries independently by four reviewers up to 6 October 2015. The keywords used for database searching are "background parenchymal enhancement", "parenchymal enhancement", "MRI" and "breast". The studies were included if qualitative and/or quantitative methods for BPE assessment were described. RESULTS Of the 420 studies identified, a total of 52 articles were included in the systematic review. 28 studies performed only a qualitative assessment of BPE, 13 studies performed only a quantitative assessment and 11 studies performed both qualitative and quantitative assessments. A wide heterogeneity was found in the MRI sequences and in the quantitative methods used for BPE assessment. CONCLUSION A wide variability exists in the quantitative evaluation of BPE on breast MRI. More studies focused on a reliable and comparable method for quantitative BPE assessment are needed. Advances in knowledge: More studies focused on a quantitative BPE assessment are needed.
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Affiliation(s)
- Bianca Bignotti
- 2 Department of Health Sciences, Institute of Statistics, University of Genoa, Genoa, Italy
| | - Alessio Signori
- 3 Department of Experimental Medicine, Institute of Anatomy, University of Genoa, Genoa, Italy
| | | | - Federica Rossi
- 1 Department of Health Sciences, University of Genova, Genoa, Italy
| | - Massimo Calabrese
- 5 IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova, Italy
| | - Manuela Durando
- 6 Department of Diagnostic Imaging and Radiotherapy, AOU Città della Salute e della Scienza of Turin, Breast Imaging Service, Division of Radiology, University of Turin, Turin, Italy
| | - Giovanna Mariscotto
- 6 Department of Diagnostic Imaging and Radiotherapy, AOU Città della Salute e della Scienza of Turin, Breast Imaging Service, Division of Radiology, University of Turin, Turin, Italy
| | - Alberto Tagliafico
- 3 Department of Experimental Medicine, Institute of Anatomy, University of Genoa, Genoa, Italy.,5 IRCCS AOU San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genova, Italy
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Kim SY, Lee HS, Kim EK, Kim MJ, Moon HJ, Yoon JH. Effect of Background Parenchymal Enhancement on Pre-Operative Breast Magnetic Resonance Imaging: How It Affects Interpretation and the Role of Second-Look Ultrasound in Patient Management. ULTRASOUND IN MEDICINE & BIOLOGY 2016; 42:2766-2774. [PMID: 27658753 DOI: 10.1016/j.ultrasmedbio.2016.08.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Revised: 07/27/2016] [Accepted: 08/04/2016] [Indexed: 06/06/2023]
Abstract
Background parenchymal enhancement (BPE) on breast magnetic resonance imaging (MRI) may either obscure or mimic malignancy. We evaluated the impact of BPE on the diagnostic performance of pre-operative MRI in breast cancer patients, and how second-look ultrasound (US) can help in guiding patient management. Two hundred fifty-three breast cancer patients with pre-operative MRI were included. In moderate or marked BPE, abnormal interpretation rate (38.9% vs. 12.2%) and biopsy rate (27.8% vs. 8.3%) were higher, and specificity (64.7% vs. 89.8%) was lower, compared with minimal or mild BPE (all p < 0.001). Visibility of MRI-detected additional suspicious lesions on second-look US did not differ between the two groups (86.7% in minimal or mild BPE vs. 77.1% in moderate or marked BPE, p = 0.296). Increased BPE was related to increased abnormal interpretation rate, additional biopsy rate and decreased specificity. Second-look US was useful in visualization of MRI-detected additional suspicious lesions, regardless of BPE.
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Affiliation(s)
- Soo-Yeon Kim
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science, Yonsei University, College of Medicine, Seoul, Korea; Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Hye Sun Lee
- Biostatistics Collaboration Unit, Yonsei University, College of Medicine, Seoul, Korea
| | - Eun-Kyung Kim
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science, Yonsei University, College of Medicine, Seoul, Korea
| | - Min Jung Kim
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science, Yonsei University, College of Medicine, Seoul, Korea
| | - Hee Jung Moon
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science, Yonsei University, College of Medicine, Seoul, Korea
| | - Jung Hyun Yoon
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science, Yonsei University, College of Medicine, Seoul, Korea.
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Sogani J, Morris EA, Kaplan JB, D'Alessio D, Goldman D, Moskowitz CS, Jochelson MS. Comparison of Background Parenchymal Enhancement at Contrast-enhanced Spectral Mammography and Breast MR Imaging. Radiology 2016; 282:63-73. [PMID: 27379544 DOI: 10.1148/radiol.2016160284] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Purpose To assess the extent of background parenchymal enhancement (BPE) at contrast material-enhanced (CE) spectral mammography and breast magnetic resonance (MR) imaging, to evaluate interreader agreement in BPE assessment, and to examine the relationships between clinical factors and BPE. Materials and Methods This was a retrospective, institutional review board-approved, HIPAA-compliant study. Two hundred seventy-eight women from 25 to 76 years of age with increased breast cancer risk who underwent CE spectral mammography and MR imaging for screening or staging from 2010 through 2014 were included. Three readers independently rated BPE on CE spectral mammographic and MR images with the ordinal scale: minimal, mild, moderate, or marked. To assess pairwise agreement between BPE levels on CE spectral mammographic and MR images and among readers, weighted κ coefficients with quadratic weights were calculated. For overall agreement, mean κ values and bootstrapped 95% confidence intervals were calculated. The univariate and multivariate associations between BPE and clinical factors were examined by using generalized estimating equations separately for CE spectral mammography and MR imaging. Results Most women had minimal or mild BPE at both CE spectral mammography (68%-76%) and MR imaging (69%-76%). Between CE spectral mammography and MR imaging, the intrareader agreement ranged from moderate to substantial (κ = 0.55-0.67). Overall agreement on BPE levels between CE spectral mammography and MR imaging and among readers was substantial (κ = 0.66; 95% confidence interval: 0.61, 0.70). With both modalities, BPE demonstrated significant association with menopausal status, prior breast radiation therapy, hormonal treatment, breast density on CE spectral mammographic images, and amount of fibroglandular tissue on MR images (P < .001 for all). Conclusion There was substantial agreement between readers for BPE detected on CE spectral mammographic and MR images. © RSNA, 2016.
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Affiliation(s)
- Julie Sogani
- From the Departments of Radiology (J.S., J.B.K., D.D., M.S.J.), Breast Imaging (E.A.M.), and Epidemiology and Biostatistics (D.G., C.S.M.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Elizabeth A Morris
- From the Departments of Radiology (J.S., J.B.K., D.D., M.S.J.), Breast Imaging (E.A.M.), and Epidemiology and Biostatistics (D.G., C.S.M.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Jennifer B Kaplan
- From the Departments of Radiology (J.S., J.B.K., D.D., M.S.J.), Breast Imaging (E.A.M.), and Epidemiology and Biostatistics (D.G., C.S.M.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Donna D'Alessio
- From the Departments of Radiology (J.S., J.B.K., D.D., M.S.J.), Breast Imaging (E.A.M.), and Epidemiology and Biostatistics (D.G., C.S.M.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Debra Goldman
- From the Departments of Radiology (J.S., J.B.K., D.D., M.S.J.), Breast Imaging (E.A.M.), and Epidemiology and Biostatistics (D.G., C.S.M.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Chaya S Moskowitz
- From the Departments of Radiology (J.S., J.B.K., D.D., M.S.J.), Breast Imaging (E.A.M.), and Epidemiology and Biostatistics (D.G., C.S.M.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10065
| | - Maxine S Jochelson
- From the Departments of Radiology (J.S., J.B.K., D.D., M.S.J.), Breast Imaging (E.A.M.), and Epidemiology and Biostatistics (D.G., C.S.M.), Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10065
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Melsaether A, Pujara AC, Elias K, Pysarenko K, Gudi A, Dodelzon K, Babb JS, Gao Y, Moy L. Background parenchymal enhancement over exam time in patients with and without breast cancer. J Magn Reson Imaging 2016; 45:74-83. [DOI: 10.1002/jmri.25338] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 05/25/2016] [Indexed: 01/04/2023] Open
Affiliation(s)
- Amy Melsaether
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - Akshat C. Pujara
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - Kristin Elias
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - Kristine Pysarenko
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - Anjali Gudi
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - Katerina Dodelzon
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - James S. Babb
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - Yiming Gao
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
| | - Linda Moy
- Department of Radiology; NYU Perlmutter Cancer Center, New York University School of Medicine; New York New York USA
- Department of Radiology; Center for Advanced Imaging Innovation and Research (CAI(2)R), New York University School of Medicine; New York New York USA
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Preibsch H, Wanner L, Bahrs SD, Wietek BM, Siegmann-Luz KC, Oberlecher E, Hahn M, Staebler A, Nikolaou K, Wiesinger B. Background parenchymal enhancement in breast MRI before and after neoadjuvant chemotherapy: correlation with tumour response. Eur Radiol 2015; 26:1590-6. [DOI: 10.1007/s00330-015-4011-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Revised: 08/06/2015] [Accepted: 09/03/2015] [Indexed: 10/23/2022]
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Machida Y, Tozaki M, Shimauchi A, Yoshida T. Two Distinct Types of Linear Distribution in Nonmass Enhancement at Breast MR Imaging: Difference in Positive Predictive Value between Linear and Branching Patterns. Radiology 2015; 276:686-94. [DOI: 10.1148/radiol.2015141775] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Dontchos BN, Rahbar H, Partridge SC, Korde LA, Lam DL, Scheel JR, Peacock S, Lehman CD. Are Qualitative Assessments of Background Parenchymal Enhancement, Amount of Fibroglandular Tissue on MR Images, and Mammographic Density Associated with Breast Cancer Risk? Radiology 2015; 276:371-80. [PMID: 25965809 DOI: 10.1148/radiol.2015142304] [Citation(s) in RCA: 147] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
PURPOSE To investigate whether qualitative magnetic resonance (MR) imaging assessments of background parenchymal enhancement (BPE), amount of fibroglandular tissue (FGT), and mammographic density are associated with risk of developing breast cancer in women who are at high risk. MATERIALS AND METHODS In this institutional review board-approved HIPAA-compliant retrospective study, all screening breast MR images obtained from January 2006 to December 2011 in women aged 18 years or older and at high risk for but without a history of breast cancer were identified. Women in whom breast cancer was diagnosed after index MR imaging comprised the cancer cohort, and one-to-one matching (age and BRCA status) of each woman with breast cancer to a control subject was performed by using MR images obtained in women who did not develop breast cancer with follow-up time maximized. Amount of BPE, BPE pattern (peripheral vs central), amount of FGT at MR imaging, and mammographic density were assessed on index images. Imaging features were compared between cancer and control cohorts by using conditional logistic regression. RESULTS Twenty-three women at high risk (mean age, 47 years ± 10 [standard deviation]; six women had BRCA mutations) with no history of breast cancer underwent screening breast MR imaging; in these women, a diagnosis of breast cancer (invasive, n = 12; in situ, n = 11) was made during the follow-up interval. Women with mild, moderate, or marked BPE were nine times more likely to receive a diagnosis of breast cancer during the follow-up interval than were those with minimal BPE (P = .007; odds ratio = 9.0; 95% confidence interval: 1.1, 71.0). BPE pattern, MR imaging amount of FGT, and mammographic density were not significantly different between the cohorts (P = .5, P = .5, and P = .4, respectively). CONCLUSION Greater BPE was associated with a higher probability of developing breast cancer in women at high risk for cancer and warrants further study.
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Affiliation(s)
- Brian N Dontchos
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
| | - Habib Rahbar
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
| | - Savannah C Partridge
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
| | - Larissa A Korde
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
| | - Diana L Lam
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
| | - John R Scheel
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
| | - Sue Peacock
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
| | - Constance D Lehman
- From the Department of Radiology, Breast Imaging Section (B.N.D., H.R., S.C.P., D.L.L., J.R.S., S.P., C.D.L.), and Department of Medicine, Division of Oncology (L.A.K.), University of Washington School of Medicine, Seattle Cancer Care Alliance, 825 Eastlake Ave E, Room G2-600, PO Box 19023, Seattle, WA 98109-1023
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Wang L, Zheng L, Luo R, Zhao X, Han Z, Wang Y, Yang Y. A1H NMR-based metabonomic investigation of time-dependent metabolic trajectories in a high salt-induced hypertension rat model. RSC Adv 2015. [DOI: 10.1039/c4ra07215d] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The time-dependent metabolic profiles in urine, plasma and feces of salt-fed hypertensive rats were systematically investigated using NMR-based metabonomics.
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Affiliation(s)
- Linlin Wang
- School of Basic Courses
- Guangdong Pharmaceutical University
- Guangzhou
- P. R. China
- School of Traditional Chinese Medicine
| | - Lingyun Zheng
- School of Basic Courses
- Guangdong Pharmaceutical University
- Guangzhou
- P. R. China
| | - Ren Luo
- Department of Traditional Chinese Medicine
- Southern Medical University
- Guangzhou
- P. R. China
| | - Xiaoshan Zhao
- Department of Traditional Chinese Medicine
- Southern Medical University
- Guangzhou
- P. R. China
| | - Zhihui Han
- School of Basic Courses
- Guangdong Pharmaceutical University
- Guangzhou
- P. R. China
- School of Traditional Chinese Medicine
| | - Yaling Wang
- School of Basic Courses
- Guangdong Pharmaceutical University
- Guangzhou
- P. R. China
- School of Traditional Chinese Medicine
| | - Yongxia Yang
- School of Basic Courses
- Guangdong Pharmaceutical University
- Guangzhou
- P. R. China
| |
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