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Copeland-Hardin L, Paunesku T, Murley JS, Crentsil J, Antipova O, Li L, Maxey E, Jin Q, Hooper D, Lai B, Chen S, Woloschak GE. Proof of principle study: synchrotron X-ray fluorescence microscopy for identification of previously radioactive microparticles and elemental mapping of FFPE tissues. Sci Rep 2023; 13:7806. [PMID: 37179410 PMCID: PMC10183016 DOI: 10.1038/s41598-023-34890-6] [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: 02/02/2023] [Accepted: 05/09/2023] [Indexed: 05/15/2023] Open
Abstract
Biobanks containing formalin-fixed, paraffin-embedded (FFPE) tissues from animals and human atomic-bomb survivors exposed to radioactive particulates remain a vital resource for understanding the molecular effects of radiation exposure. These samples are often decades old and prepared using harsh fixation processes which limit sample imaging options. Optical imaging of hematoxylin and eosin (H&E) stained tissues may be the only feasible processing option, however, H&E images provide no information about radioactive microparticles or radioactive history. Synchrotron X-ray fluorescence microscopy (XFM) is a robust, non-destructive, semi-quantitative technique for elemental mapping and identifying candidate chemical element biomarkers in FFPE tissues. Still, XFM has never been used to uncover distribution of formerly radioactive micro-particulates in FFPE canine specimens collected more than 30 years ago. In this work, we demonstrate the first use of low-, medium-, and high-resolution XFM to generate 2D elemental maps of ~ 35-year-old, canine FFPE lung and lymph node specimens stored in the Northwestern University Radiobiology Archive documenting distribution of formerly radioactive micro-particulates. Additionally, we use XFM to identify individual microparticles and detect daughter products of radioactive decay. The results of this proof-of-principle study support the use of XFM to map chemical element composition in historic FFPE specimens and conduct radioactive micro-particulate forensics.
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Affiliation(s)
- Letonia Copeland-Hardin
- Department of Radiation Oncology and Department of Radiology, Feinberg School of Medicine, Northwestern University, 300 E. Superior St., Tarry 4-713, Chicago, IL, 60611, USA
| | - Tatjana Paunesku
- Department of Radiation Oncology and Department of Radiology, Feinberg School of Medicine, Northwestern University, 300 E. Superior St., Tarry 4-713, Chicago, IL, 60611, USA
| | - Jeffrey S Murley
- Department of Radiation Oncology and Department of Radiology, Feinberg School of Medicine, Northwestern University, 300 E. Superior St., Tarry 4-713, Chicago, IL, 60611, USA
| | - Jasson Crentsil
- Department of Radiation Oncology and Department of Radiology, Feinberg School of Medicine, Northwestern University, 300 E. Superior St., Tarry 4-713, Chicago, IL, 60611, USA
| | - Olga Antipova
- X-Ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA
| | - LuXi Li
- X-Ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA
| | - Evan Maxey
- X-Ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA
| | - Qiaoling Jin
- X-Ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA
| | - David Hooper
- Nuclear Nonproliferation Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Barry Lai
- X-Ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA
| | - Si Chen
- X-Ray Science Division, Advanced Photon Source, Argonne National Laboratory, Lemont, IL, USA
| | - Gayle E Woloschak
- Department of Radiation Oncology and Department of Radiology, Feinberg School of Medicine, Northwestern University, 300 E. Superior St., Tarry 4-713, Chicago, IL, 60611, USA.
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Grimm LJ, Rahbar H, Abdelmalak M, Hall AH, Ryser MD. Ductal Carcinoma in Situ: State-of-the-Art Review. Radiology 2021; 302:246-255. [PMID: 34931856 PMCID: PMC8805655 DOI: 10.1148/radiol.211839] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Ductal carcinoma in situ (DCIS) is a nonobligate precursor of invasive cancer, and its detection, diagnosis, and management are controversial. DCIS incidence grew with the expansion of screening mammography programs in the 1980s and 1990s, and DCIS is viewed as a major driver of overdiagnosis and overtreatment. For pathologists, the diagnosis and classification of DCIS is challenging due to undersampling and interobserver variability. Understanding the progression from normal breast tissue to DCIS and, ultimately, to invasive cancer is limited by a paucity of natural history data with multiple proposed evolutionary models of DCIS initiation and progression. Although radiologists are familiar with the classic presentation of DCIS as asymptomatic calcifications at mammography, the expanded pool of modalities, advanced imaging techniques, and image analytics have identified multiple potential biomarkers of histopathologic characteristics and prognosis. Finally, there is growing interest in the nonsurgical management of DCIS, including active surveillance, to reduce overtreatment and provide patients with more personalized management options. However, current biomarkers are not adept at enabling identification of occult invasive disease at biopsy or accurately predicting the risk of progression to invasive disease. Several active surveillance trials are ongoing and are expected to better identify women with low-risk DCIS who may avoid surgery.
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Affiliation(s)
- Lars J. Grimm
- From the Departments of Radiology (L.J.G.), Pathology (M.A., A.H.H.), and Population Health Sciences (M.D.R.), Duke University, 2301 Erwin Rd, Box 3808, Durham, NC 27710; and Department of Radiology, University of Washington, Seattle, Wash (H.R.)
| | - Habib Rahbar
- From the Departments of Radiology (L.J.G.), Pathology (M.A., A.H.H.), and Population Health Sciences (M.D.R.), Duke University, 2301 Erwin Rd, Box 3808, Durham, NC 27710; and Department of Radiology, University of Washington, Seattle, Wash (H.R.)
| | - Monica Abdelmalak
- From the Departments of Radiology (L.J.G.), Pathology (M.A., A.H.H.), and Population Health Sciences (M.D.R.), Duke University, 2301 Erwin Rd, Box 3808, Durham, NC 27710; and Department of Radiology, University of Washington, Seattle, Wash (H.R.)
| | - Allison H. Hall
- From the Departments of Radiology (L.J.G.), Pathology (M.A., A.H.H.), and Population Health Sciences (M.D.R.), Duke University, 2301 Erwin Rd, Box 3808, Durham, NC 27710; and Department of Radiology, University of Washington, Seattle, Wash (H.R.)
| | - Marc D. Ryser
- From the Departments of Radiology (L.J.G.), Pathology (M.A., A.H.H.), and Population Health Sciences (M.D.R.), Duke University, 2301 Erwin Rd, Box 3808, Durham, NC 27710; and Department of Radiology, University of Washington, Seattle, Wash (H.R.)
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3
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Paunesku T, Gordon AC, White S, Harris K, Antipova O, Maxey E, Vogt S, Smith A, Daddario L, Procissi D, Larson A, Woloschak GE. Use of X-Ray Fluorescence Microscopy for Studies on Research Models of Hepatocellular Carcinoma. Front Public Health 2021; 9:711506. [PMID: 34490194 PMCID: PMC8417723 DOI: 10.3389/fpubh.2021.711506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 07/26/2021] [Indexed: 11/30/2022] Open
Abstract
Introduction: TheraSphere® microspheres containing yttrium 90Y are among many radioembolization agents used clinically to reduce liver tumor burden, and their effects on cancer volume reduction are well-established. At the same time, concerns about off target tissue injury often limit their use. Deeper investigation into tissue distribution and long-term impact of these microspheres could inform us about additional ways to use them in practice. Methods: Healthy rat liver and rabbit liver tumor samples from animals treated with TheraSpheres were sectioned and their elemental maps were generated by X-ray fluorescence microscopy (XFM) at the Advanced Photon Source (APS) synchrotron at Argonne National Laboratory (ANL). Results: Elemental imaging allowed us to identify the presence and distribution of TheraSpheres in animal tissues without the need for additional sample manipulation or staining. Ionizing radiation produced by 90Y radioactive contaminants present in these microspheres makes processing TheraSphere treated samples complex. Accumulation of microspheres in macrophages was observed. Conclusions: This is the first study that used XFM to evaluate the location of microspheres and radionuclides in animal liver and tumor samples introduced through radioembolization. XFM has shown promise in expanding our understanding of radioembolization and could be used for investigation of human patient samples in the future.
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Affiliation(s)
- Tatjana Paunesku
- Radiation Oncology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Andrew C Gordon
- Radiology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Sarah White
- Department of Radiology, Division of Interventional Radiology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Kathleen Harris
- Radiology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Olga Antipova
- X-Ray Sciences Division, Advanced Photon Source, Argonne National Laboratory, Argonne, IL, United States
| | - Evan Maxey
- X-Ray Sciences Division, Advanced Photon Source, Argonne National Laboratory, Argonne, IL, United States
| | - Stefan Vogt
- X-Ray Sciences Division, Advanced Photon Source, Argonne National Laboratory, Argonne, IL, United States
| | - Anthony Smith
- Radiation Oncology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Luiza Daddario
- Radiation Oncology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Daniele Procissi
- Radiology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Andrew Larson
- Radiology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Gayle E Woloschak
- Radiation Oncology Department, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
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4
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Dahanayake V, Lyons T, Kerwin B, Rodriguez O, Albanese C, Parasido E, Lee Y, Keuren EV, Li L, Maxey E, Paunesku T, Woloschak G, Stoll SL. Paramagnetic Mn 8Fe 4- co-Polystyrene Nanobeads as a Potential T 1-T 2 Multimodal Magnetic Resonance Imaging Contrast Agent with In Vivo Studies. ACS APPLIED MATERIALS & INTERFACES 2021; 13:39042-39054. [PMID: 34375073 PMCID: PMC10506655 DOI: 10.1021/acsami.1c09232] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
In developing a cluster-nanocarrier design, as a magnetic resonance imaging contrast agent, we have investigated the enhanced relaxivity of a manganese and iron-oxo cluster grafted within a porous polystyrene nanobead with increased relaxivity due to a higher surface area. The synthesis of the cluster-nanocarrier for the cluster Mn8Fe4O12(O2CC6H4CH═CH2)16(H2O)4, cross-linked with polystyrene (the nanocarrier), under miniemulsion conditions is described. By including a branched hydrophobe, iso-octane, the resulting nanobeads are porous and ∼70 nm in diameter. The increased surface area of the nanobeads compared to nonporous nanobeads leads to an enhancement in relaxivity; r1 increases from 3.8 to 5.2 ± 0.1 mM-1 s-1, and r2 increases from 11.9 to 50.1 ± 4.8 mM-1 s-1, at 9.4 teslas, strengthening the potential for T1 and T2 imaging. Several metrics were used to assess stability, and the porosity produced no reduction in metal stability. Synchrotron X-ray fluorescence microscopy was used to demonstrate that the nanobeads remain intact in vivo. In depth, physicochemical characteristics were determined, including extensive pharmacokinetics, in vivo imaging, and systemic biodistribution analysis.
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Affiliation(s)
- Vidumin Dahanayake
- Department of Chemistry, Georgetown University, 37th and O Streets NW, Washington, D.C. 20057, United States
| | - Trevor Lyons
- Department of Chemistry, Georgetown University, 37th and O Streets NW, Washington, D.C. 20057, United States
| | - Brendan Kerwin
- Department of Chemistry, Georgetown University, 37th and O Streets NW, Washington, D.C. 20057, United States
| | - Olga Rodriguez
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C. 20057, United States
| | - Christopher Albanese
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C. 20057, United States
- Department of Radiology, Georgetown University Medical Center, Washington, D.C. 20057, United States
| | - Erika Parasido
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C. 20057, United States
| | - Yichien Lee
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, D.C. 20057, United States
| | - Edward Van Keuren
- Department of Physics and Institute for Soft Matter Synthesis and Metrology, Georgetown University, 37th and O Streets NW, Washington, D.C. 20057, United States
| | - Luxi Li
- X-ray Science Division, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Argonne, Illinois 60439, United States
| | - Evan Maxey
- X-ray Science Division, Advanced Photon Source, Argonne National Laboratory, 9700 South Cass Avenue, Argonne, Illinois 60439, United States
| | - Tatjana Paunesku
- Department of Radiation Oncology, Northwestern University, 303 E. Chicago Ave., Chicago, Illinois 60611, United States
| | - Gayle Woloschak
- Department of Radiation Oncology, Northwestern University, 303 E. Chicago Ave., Chicago, Illinois 60611, United States
| | - Sarah L Stoll
- Department of Chemistry, Georgetown University, 37th and O Streets NW, Washington, D.C. 20057, United States
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Affiliation(s)
- Christiane K Kuhl
- From the Department of Diagnostic and Interventional Radiology, University Hospital Aachen, RWTH Pauwelsstr 30, 52074 Aachen, Germany
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6
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Liu Z, Li X, Feng B, Li C, Chen Y, Yi L, Li Z, Li R, Long W. MIP image derived from abbreviated breast MRI: potential to reduce unnecessary sub-nipple biopsies during nipple-sparing mastectomy for breast cancer. Eur Radiol 2020; 31:3683-3692. [PMID: 33247343 DOI: 10.1007/s00330-020-07550-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 11/02/2020] [Accepted: 11/19/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine the value of a maximum-intensity projection (MIP) image derived from abbreviated breast MRI for excluding occult nipple-areolar complex (NAC) involvement in patients with breast cancer. METHODS This prospective study included breast cancer patients with clinically normal NACs between April 2016 and May 2019. Abbreviated breast MRI was performed, and an MIP image was generated for each patient. MIP images were examined for the following features: asymmetric nipple enhancement, tumor-nipple distance (TND), tumor diameter, lesion type, location, and multifocality. Independent predictive MIP features for occult NAC involvement were identified by univariable and multivariable logistic regression analyses. Models based on independent predictive MIP features were developed, and their diagnostic performances were evaluated using ROC analysis. The utility of an MIP image for excluding occult NAC involvement was assessed by considering NPVs across patient subgroups. RESULTS Eight hundred forty-three patients (67 NAC-positive and 776 NAC-negative) were enrolled. On MIP images, asymmetric nipple enhancement (odds ratio, 6.098; p < 0.001) and TND (odds ratio, 0.564; p = 0.003) were independent predictors of occult NAC involvement. A parallel test model of "asymmetric nipple enhancement or TND ≤ 15 mm" yielded the highest AUC value (0.838) among prediction models. The NPV of MIP images for excluding occult NAC involvement was 99.5%, which was applicable across various patient subgroups. CONCLUSIONS A single MIP image derived from abbreviated breast MRI has utility for excluding occult NAC involvement in breast cancer patients and reducing the number of unnecessary sub-nipple biopsies in nipple-sparing mastectomy. KEY POINTS • On MIP images derived from abbreviated breast MRI, asymmetric nipple enhancement and tumor-nipple distance were independent predictors for occult nipple involvement in patients with breast cancer. • Negative findings on MIP image can help select patients at minimal risk of occult nipple involvement, for whom unnecessary intraoperative sub-nipple biopsies in nipple-sparing mastectomy can be omitted.
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Affiliation(s)
- Zhuangsheng Liu
- Department of Radiology, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, China
| | - Xiaoping Li
- Department of Gastrointestinal Surgery, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, China
| | - Bao Feng
- Department of Radiology, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, China
- School of Electronic Information and Automation, Guilin University of Aerospace Technology, Guilin, 541004, China
| | - Changlin Li
- School of Electronic Information and Automation, Guilin University of Aerospace Technology, Guilin, 541004, China
| | - Yehang Chen
- School of Electronic Information and Automation, Guilin University of Aerospace Technology, Guilin, 541004, China
| | - Lilei Yi
- Department of Radiology, Foshan Hospital of Traditional Chinese Medicine, Foshan, 528000, China
| | - Zhiwei Li
- Department of Radiology, Sanya Central Hospital, Sanya, 572000, China
| | - Ronggang Li
- Department of Pathology, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, China
| | - Wansheng Long
- Department of Radiology, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-Sen University, No. 23 Haibang Street, Jiangmen, 529000, China.
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7
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Bozzini A, Nicosia L, Pruneri G, Maisonneuve P, Meneghetti L, Renne G, Vingiani A, Cassano E, Mastropasqua MG. Clinical performance of contrast-enhanced spectral mammography in pre-surgical evaluation of breast malignant lesions in dense breasts: a single center study. Breast Cancer Res Treat 2020; 184:723-731. [PMID: 32860166 PMCID: PMC7655556 DOI: 10.1007/s10549-020-05881-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Accepted: 08/13/2020] [Indexed: 12/20/2022]
Abstract
PURPOSE To compare the efficacy of contrast-enhanced spectral mammography, with ultrasound, full field digital mammography and magnetic resonance imaging in detection and size estimation of histologically proven breast tumors. METHODS This open-label, single center, prospective study, included 160 dense breast women with at least one suspicious mammary lesion evaluated by ultrasound, full field digital mammography and magnetic resonance imaging in whom a mammary tumor was histologically proven after surgery performed at the European Institute of Oncology between January 2013 and December 2015. Following the complete diagnostic procedure, the patients were further investigated by contrast-enhanced spectral mammography prior to surgery. RESULTS Overall, the detection rate of malignant breast lesions (in situ and invasive) was 93.8% (165/176) for contrast-enhanced spectral mammography, 94.4% (168/178) for ultrasound, 85.5 (147/172) for full field digital mammography and 97.7% (173/177) for magnetic resonance imaging. Radiological measurements were concordant with the post-surgical pathological measurements of the invasive tumor (i.e., within 5 mm) in: 64.6% for contrast-enhanced spectral mammography, 62.0% for ultrasound, 45.2% for full field digital mammography (p < 0.0001) and 69.9% for magnetic resonance imaging (p = 0.28); underestimated in: 17.4% for contrast-enhanced spectral mammography, 19.6% for ultrasound, 24.2% for full field digital mammography (p = 0.03) and 6.7% for magnetic resonance imaging (p = 0.0005); and overestimated in: 16.2% for contrast-enhanced spectral mammography, 16.6% for ultrasound, 16.6% for full field digital mammography and 22.7% for magnetic resonance imaging (p = 0.02). CONCLUSIONS Our data suggest that contrast-enhanced spectral mammography improves on full field digital mammography and is comparable to ultrasound and magnetic resonance imaging in terms of detection sensitivity and size estimation of malignant lesions in dense breasts.
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Affiliation(s)
- Anna Bozzini
- Division of Breast Radiology, IEO, European Institute of Oncology IRCCS, Via G.Ripamonti, 435, 20141 Milan, Italy
| | - Luca Nicosia
- Division of Breast Radiology, IEO, European Institute of Oncology IRCCS, Via G.Ripamonti, 435, 20141 Milan, Italy
| | - Giancarlo Pruneri
- School of Medicine, University of Milan, Milan, Italy
- Department of Pathology, Fondazione IRCCS Istituto Nazionali Tumori Milano, Via G. Venezian, 1, 20133 Milan, Italy
| | - Patrick Maisonneuve
- Division of Epidemiology and Biostatistics, IEO, European Institute of Oncology IRCCS, Via G. Ripamonti, 435, 20141 Milan, Italy
| | - Lorenza Meneghetti
- Division of Breast Radiology, IEO, European Institute of Oncology IRCCS, Via G.Ripamonti, 435, 20141 Milan, Italy
| | - Giuseppe Renne
- Division of Pathology and Laboratory Medicine, IEO, European Institute of Oncology IRCCS, Via G. Ripamonti, 435, 20141 Milan, Italy
| | - Andrea Vingiani
- School of Medicine, University of Milan, Milan, Italy
- Department of Pathology, Fondazione IRCCS Istituto Nazionali Tumori Milano, Via G. Venezian, 1, 20133 Milan, Italy
| | - Enrico Cassano
- Division of Breast Radiology, IEO, European Institute of Oncology IRCCS, Via G.Ripamonti, 435, 20141 Milan, Italy
| | - Mauro Giuseppe Mastropasqua
- School of Medicine, University of Bari, Bari, Italy
- Department of Emergency and Organ Transplantations, Section of Anatomic Pathology, Piazza G. Cesare 11, 70124 Bari, Italy
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Åhsberg K, Gardfjell A, Nimeus E, Rasmussen R, Behmer C, Zackrisson S, Ryden L. Added value of contrast-enhanced mammography (CEM) in staging of malignant breast lesions-a feasibility study. World J Surg Oncol 2020; 18:100. [PMID: 32438917 PMCID: PMC7243325 DOI: 10.1186/s12957-020-01865-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 04/22/2020] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVES The aim of this feasibility study was to evaluate the added value of contrast-enhanced mammography (CEM) in preoperative staging of malignant breast lesions, beyond standard assessment with digital mammography and ultrasound, as a base for a future prospective randomized trial. MATERIALS AND METHODS Forty-seven patients, with confirmed or strongly suspected malignant breast lesions after standard assessment (digital mammography (DM) and ultrasound (US)), scheduled for primary surgery, were invited to undergo CEM as an additional preoperative procedure. The primary endpoint was change in treatment due to CEM findings, defined as mastectomy instead of partial mastectomy or contrariwise, bilateral surgery instead of unilateral or neoadjuvant treatment instead of primary surgery. Accuracy in tumour extent estimation compared to histopathology was evaluated by Bland-Altman statistics. Number of extra biopsies and adverse events were recorded. RESULTS In 10/47 patients (21%), findings from CEM affected the primary treatment. Agreement with histopathology regarding extent estimation was better for CEM (mean difference - 1.36, SD ± 18.45) in comparison with DM (- 4.18, SD ± 26.20) and US (- 8.36, SD ± 24.30). Additional biopsies were taken from 19 lesions in 13 patients. Nine biopsies showed malignant outcome. No major adverse events occurred. CONCLUSION The feasibility of preoperative additional CEM was found to be satisfactory without any serious negative effects. Results imply an added value of CEM in preoperative staging of breast cancer. Further evaluation in larger prospective randomized trials is needed. TRIAL REGISTRATION ClinicalTrials.gov, NCT03402529. Registered 18 January 2018-retrospectively registered.
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Affiliation(s)
- Kristina Åhsberg
- Department of Surgery, Halland Hospital, 301 85, Halmstad, Sweden. .,Institution of Clinical Sciences, Department of Surgery, Lund University, Lund, Sweden.
| | - Anna Gardfjell
- Department of Surgery, Blekinge Hospital, Karlskrona, Sweden
| | - Emma Nimeus
- Institution of Clinical Sciences, Department of Surgery, Lund University, Lund, Sweden.,Department of Surgery, Skåne University Hospital, Lund, Sweden.,Institution of Clinical Sciences, Department of Oncology, Lund University, Lund, Sweden
| | - Rogvi Rasmussen
- Unilabs Breast Centre, Skåne University Hospital, Lund, Sweden
| | - Catharina Behmer
- Unilabs Breast Centre, Helsingborg Hospital, Helsingborg, Sweden
| | - Sophia Zackrisson
- Department of Imaging and Functional Medicine, Skåne University Hospital, Malmö, Sweden.,Diagnostic Radiology, Department of Translational Medicine, Lund University, Lund, Sweden
| | - Lisa Ryden
- Institution of Clinical Sciences, Department of Surgery, Lund University, Lund, Sweden.,Department of Surgery, Skåne University Hospital, Lund, Sweden
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9
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Ballantyne N, Chen YA, Rabhar H, Grimm LJ. Multimodality Imaging of Ductal Carcinoma In Situ. CURRENT BREAST CANCER REPORTS 2020. [DOI: 10.1007/s12609-019-00349-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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10
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Shiraishi M, Igarashi T, Terayama T, Watanabe K, Ashida H, Ojiri H. Breast magnetic resonance imaging for estimation of the tumour extent in patients with pure ductal carcinoma in situ: Comparison between full diagnostic and abbreviated protocols. Eur J Radiol 2019; 123:108788. [PMID: 31874302 DOI: 10.1016/j.ejrad.2019.108788] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2019] [Revised: 11/29/2019] [Accepted: 12/07/2019] [Indexed: 10/25/2022]
Abstract
PURPOSE To evaluate the rate of concordance between pathology and preoperative breast MRI performed with an abbreviated protocol (AP) or a full diagnostic protocol (FDP) for estimation of the tumour extent in patients with pure ductal carcinoma in situ (DCIS). METHODS This retrospective study included 164 patients with pathologically proven DCIS who underwent preoperative breast MRI. Two radiologists independently evaluated the tumour extent on MRI with (FDP) and without the delayed phase (AP) and compared the readings with the pathological tumour extent. The background parenchymal enhancement (BPE) and morphology were also evaluated. Furthermore, the influence of the degree of BPE, presence or absence of B2 and B3 lesions, and pathological DCIS grade on the accuracy of MRI findings was assessed. Concordance between MRI and pathology was evaluated using correlation analysis. RESULTS Spearman's rank correlation coefficients for the concordance between MRI and pathology were 0.63 (reader 1) and 0.69 (reader 2) with AP and 0.65 and 0.73 (readers 1 and 2, respectively) with FDP. For both readers, the difference in the measured value between FDP and pathology was significantly smaller than that between AP and pathology (p < 0.001). The inter-reader variation in the measured tumour extent was larger with FDP than with AP. The presence of B3 lesions, low-grade DCIS, and moderate/marked BPE lowered the rate of concordance between MRI and pathology. CONCLUSIONS Our findings suggest that preoperative MRI with FDP is more accurate than that with AP alone for estimation of the tumour extent in patients with pure DCIS.
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Affiliation(s)
- Megumi Shiraishi
- Department of Radiology, The Jikei University School of Medicine, 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo 105-8461, Japan.
| | - Takao Igarashi
- Department of Radiology, The Jikei University School of Medicine, 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Tomomi Terayama
- Department of Radiology, The Jikei University School of Medicine, 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Ken Watanabe
- Department of Radiology, The Jikei University School of Medicine, 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Hirokazu Ashida
- Department of Radiology, The Jikei University School of Medicine, 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo 105-8461, Japan
| | - Hiroya Ojiri
- Department of Radiology, The Jikei University School of Medicine, 3-25-8, Nishi-Shimbashi, Minato-ku, Tokyo 105-8461, Japan
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11
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Kuhl CK. Abbreviated Magnetic Resonance Imaging (MRI) for Breast Cancer Screening: Rationale, Concept, and Transfer to Clinical Practice. Annu Rev Med 2019; 70:501-519. [PMID: 30691370 DOI: 10.1146/annurev-med-121417-100403] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Given the increasing understanding of cancer as a heterogeneous group of diseases, detection methods should offer a sensitivity profile that ensures perfect sensitivity for biologically important cancers while screening out self-limiting pseudocancers. However, mammographic screening is biased toward detection of ductal carcinoma in situ and slowly growing cancers-and thus frequently fails to detect biologically aggressive cancers. This explains the persistently high rates of interval cancers and high rates of breast cancer mortality observed in spite of decades of mammographic screening. Magnetic resonance imaging (MRI), in contrast, has a sensitivity profile that matches clinical needs. Conventional MRI is not suitable for population-wide screening due to high cost, limited tolerability, and lack of availability. We introduced abbreviated MRI in 2014. Abbreviated MRI will change the way MRI is used in clinical medicine. This article describes the rationale to use MRI in general, and abbreviated MRI in particular, for breast cancer screening.
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Affiliation(s)
- Christiane K Kuhl
- Department of Diagnostic and Interventional Radiology, RWTH Aachen University, 52074 Aachen, Germany;
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12
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Greenwood HI, Wilmes LJ, Kelil T, Joe BN. Role of Breast MRI in the Evaluation and Detection of DCIS: Opportunities and Challenges. J Magn Reson Imaging 2019; 52:697-709. [PMID: 31746088 DOI: 10.1002/jmri.26985] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 10/15/2019] [Accepted: 10/16/2019] [Indexed: 12/29/2022] Open
Abstract
Historically, breast magnetic resonance imaging (MRI) was not considered an effective modality in the evaluation of ductal carcinoma in situ (DCIS). Over the past decade this has changed, with studies demonstrating that MRI is the most sensitive imaging tool for detection of all grades of DCIS. It has been suggested that not only is breast MRI the most sensitive imaging tool for detection but it may also detect the most clinically relevant DCIS lesions. The role and outcomes of MRI in the preoperative setting for patients with DCIS remains controversial; however, several studies have shown benefit in the preoperative evaluation of extent of disease as well as predicting an underlying invasive component. The most common presentation of DCIS on MRI is nonmass enhancement (NME) in a linear or segmental distribution pattern. Maximizing breast MRI spatial resolution is therefore beneficial, given the frequent presentation of DCIS as NME on MRI. Emerging MRI techniques, such as diffusion-weighted imaging (DWI), have shown promising potential to discriminate DCIS from benign and invasive lesions. Future opportunities including advanced imaging visual techniques, radiomics/radiogenomics, and machine learning / artificial intelligence may also be applicable to the detection and treatment of DCIS. Level of Evidence: 3 Technical Efficacy Stage: 3 J. Magn. Reson. Imaging 2019. J. Magn. Reson. Imaging 2020;52:697-709.
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Affiliation(s)
- Heather I Greenwood
- University of California San Francisco, Department of Radiology and Biomedical Imaging, San Francisco, California, USA
| | - Lisa J Wilmes
- University of California San Francisco, Department of Radiology and Biomedical Imaging, San Francisco, California, USA
| | - Tatiana Kelil
- University of California San Francisco, Department of Radiology and Biomedical Imaging, San Francisco, California, USA
| | - Bonnie N Joe
- University of California San Francisco, Department of Radiology and Biomedical Imaging, San Francisco, California, USA
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13
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Shehata M, Grimm L, Ballantyne N, Lourenco A, Demello LR, Kilgore MR, Rahbar H. Ductal Carcinoma in Situ: Current Concepts in Biology, Imaging, and Treatment. JOURNAL OF BREAST IMAGING 2019; 1:166-176. [PMID: 31538141 DOI: 10.1093/jbi/wbz039] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Indexed: 12/27/2022]
Abstract
Ductal carcinoma in situ (DCIS) of the breast is a group of heterogeneous epithelial proliferations confined to the milk ducts that nearly always present in asymptomatic women on breast cancer screening. A stage 0, preinvasive breast cancer, increased detection of DCIS was initially hailed as a means to prevent invasive breast cancer through surgical treatment with adjuvant radiation and/or endocrine therapies. However, controversy in the medical community has emerged in the past two decades that a fraction of DCIS represents overdiagnosis, leading to unnecessary treatments and resulting morbidity. The imaging hallmarks of DCIS include linearly or segmentally distributed calcifications on mammography or nonmass enhancement on breast MRI. Imaging features have been shown to reflect the biological heterogeneity of DCIS lesions, with recent studies indicating MRI may identify a greater fraction of higher-grade lesions than mammography does. There is strong interest in the surgical, imaging, and oncology communities to better align DCIS management with biology, which has resulted in trials of active surveillance and therapy that is less aggressive. However, risk stratification of DCIS remains imperfect, which has limited the development of precision therapy approaches matched to DCIS aggressiveness. Accordingly, there are opportunities for breast imaging radiologists to assist the oncology community by leveraging advanced imaging techniques to identify appropriate patients for the less aggressive DCIS treatments.
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Affiliation(s)
- Mariam Shehata
- University of Washington School of Medicine, Department of Radiology, Seattle, WA
| | - Lars Grimm
- Duke University Medical School, Department of Radiology, Durham, NC
| | - Nancy Ballantyne
- Duke University Medical School, Department of Radiology, Durham, NC
| | - Ana Lourenco
- Brown University Medical School, Department of Radiology, Providence, RI
| | - Linda R Demello
- Brown University Medical School, Department of Radiology, Providence, RI
| | - Mark R Kilgore
- University of Washington School of Medicine, Department of Anatomic Pathology, Seattle, WA.,Seattle Cancer Care Alliance, Seattle, WA
| | - Habib Rahbar
- University of Washington School of Medicine, Department of Radiology, Seattle, WA.,Seattle Cancer Care Alliance, Seattle, WA
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14
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Keymeulen KBIM, Geurts SME, Lobbes MBI, Heuts EM, Duijm LEM, Kooreman LFS, Voogd AC, Tjan-Heijnen VCG. Population-based study of the effect of preoperative breast MRI on the surgical management of ductal carcinoma in situ. Br J Surg 2019; 106:1488-1494. [PMID: 31386197 PMCID: PMC6790575 DOI: 10.1002/bjs.11299] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 02/22/2019] [Accepted: 06/02/2019] [Indexed: 12/28/2022]
Abstract
BACKGROUND Determinants of the use of breast MRI in patients with ductal carcinoma in situ (DCIS) in the Netherlands were studied, and whether using MRI influenced the rates of positive resection margins and mastectomies. METHODS All women aged less than 75 years, and diagnosed with DCIS between 2011 and 2015, were identified from the Netherlands Cancer Registry. Multivariable logistic regression analyses were performed, adjusting for incidence year, age, hospital type, DCIS grade and multifocality. RESULTS Breast MRI was performed in 2382 of 10 415 DCIS cases (22·9 per cent). In multivariable analysis, patients aged less than 50 years, those with high- or intermediate-grade DCIS and patients with multifocal disease were significantly more likely to have preoperative MRI. Patients undergoing MRI were more likely to have a mastectomy, either as first surgical treatment or following breast-conserving surgery (BCS) in the event of positive margins (odds ratio (OR) 2·11, 95 per cent c.i. 1·91 to 2·33). The risk of positive surgical margins after BCS was similar for those with versus without MRI. The secondary mastectomy rate after BCS was higher in patients who had MRI, especially in women aged less than 50 years (OR 1·94, 1·31 to 2·89). All findings were similar for low- and intermediate/high-grade DCIS. CONCLUSION Adding MRI to conventional breast imaging did not improve surgical outcome in patients diagnosed with primary DCIS. The likelihood of undergoing a mastectomy was twice as high in the MRI group, and no reduction in the risk of margin involvement was observed after BCS.
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Affiliation(s)
- K B I M Keymeulen
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - S M E Geurts
- Department of Medical Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands.,GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - M B I Lobbes
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands.,GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Radiology, Zuyderland Medical Center, Sittard-Geleen, The Netherlands
| | - E M Heuts
- Department of Surgery, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - L E M Duijm
- Department of Radiology, Canisius Wilhelmina Hospital, Nijmegen, The Netherlands.,Dutch Expert Centre for Screening, Nijmegen, The Netherlands
| | - L F S Kooreman
- Department of Pathology, Maastricht University Medical Centre, Maastricht, The Netherlands.,GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - A C Voogd
- Department of Medical Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Epidemiology, Maastricht University Medical Centre, Maastricht, The Netherlands.,GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands.,Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
| | - V C G Tjan-Heijnen
- Department of Medical Oncology, Maastricht University Medical Centre, Maastricht, The Netherlands.,GROW School for Oncology and Developmental Biology, Maastricht University Medical Centre, Maastricht, The Netherlands
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15
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Amornsiripanitch N, Lam DL, Rahbar H. Advances in Breast MRI in the Setting of Ductal Carcinoma In Situ. Semin Roentgenol 2018; 53:261-269. [PMID: 30449344 DOI: 10.1053/j.ro.2018.08.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
| | - Diana L Lam
- University of Washington, Seattle Cancer Care Alliance, Seattle, WA.
| | - Habib Rahbar
- University of Washington, Seattle Cancer Care Alliance, Seattle, WA.
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16
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17
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Shelton SE, Lindsey BD, Dayton PA, Lee YZ. First-in-Human Study of Acoustic Angiography in the Breast and Peripheral Vasculature. ULTRASOUND IN MEDICINE & BIOLOGY 2017; 43:2939-2946. [PMID: 28982628 PMCID: PMC6267932 DOI: 10.1016/j.ultrasmedbio.2017.08.1881] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Revised: 08/20/2017] [Accepted: 08/21/2017] [Indexed: 05/07/2023]
Abstract
Screening with mammography has been found to increase breast cancer survival rates by about 20%. However, the current system in which mammography is used to direct patients toward biopsy or surgical excision also results in relatively high rates of unnecessary biopsy, as 66.8% of biopsies are benign. A non-ionizing radiation imaging approach with increased specificity might reduce the rate of unnecessary biopsies. Quantifying the vascular characteristics within and surrounding lesions represents one potential target for assessing likelihood of malignancy via imaging. In this clinical note, we describe the translation of a contrast-enhanced ultrasound technique, acoustic angiography, to human imaging. We illustrate the feasibility of this technique with initial studies in imaging the hand, wrist and breast using Definity microbubble contrast agent and a mechanically steered prototype dual-frequency transducer in healthy volunteers. Finally, this approach was used to image pre-biopsy Breast Imaging Reporting and Data System (BI-RADS) 4 and 5 lesions <2 cm in depth in 11 patients. Results indicate that sensitivity and spatial resolution are sufficient to image vessels as small as 0.2 mm in diameter at depths of ~15 mm in the human breast. Challenges observed include motion artifacts, as well as limited depth of field and sensitivity, which could be improved by correction algorithms and improved transducer technologies.
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Affiliation(s)
- Sarah E Shelton
- Joint Department of Biomedical Engineering, University of North Carolina-Chapel Hill and North Carolina State University, Raleigh, North Carolina, USA
| | - Brooks D Lindsey
- Joint Department of Biomedical Engineering, University of North Carolina-Chapel Hill and North Carolina State University, Raleigh, North Carolina, USA
| | - Paul A Dayton
- Joint Department of Biomedical Engineering, University of North Carolina-Chapel Hill and North Carolina State University, Raleigh, North Carolina, USA; Biomedical Research Imaging Center, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina, USA.
| | - Yueh Z Lee
- Biomedical Research Imaging Center, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina, USA; Department of Radiology, University of North Carolina-Chapel Hill, Chapel Hill, North Carolina, USA
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18
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Nykänen A, Arponen O, Sutela A, Vanninen R, Sudah M. Is there a Role for Contrast-enhanced Ultrasound in the Detection and Biopsy of MRI Only Visible Breast Lesions? Radiol Oncol 2017; 51:386-392. [PMID: 29333116 PMCID: PMC5765314 DOI: 10.1515/raon-2017-0049] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Accepted: 10/02/2017] [Indexed: 01/16/2023] Open
Abstract
Background This study aimed to evaluate the feasibility of contrast-enhanced ultrasound (CEUS) and CEUS-guided interventions in the diagnostics of MRI visible targeted US occult breast lesions. Patients and methods This retrospective study examined 10 females with 10 occult, MRI only detected breast lesions between July 2014 and April 2017. Targeted second look US followed by CEUS with 2.4 ml of SonoVue® were performed for all of the lesions. After positive CEUS localization the same dose was repeated for confirmation and CEUS-guided interventions were performed. Results MRI revealed 8 mass lesions with a mean size of 9 mm (range 5–16 mm) and 2 non-mass enhancing lesions of 10 and 20 mm in largest diameters. Targeted US revealed no morphological correlate for the lesions. Five out of 10 lesions (50%) were visible on CEUS. CEUS-guided core biopsy was performed on 4 lesions and 1 was marked with a clip for later surgical removal. Histopathological analysis confirmed 4 of them to be malignant. Three out of 5 nonvisible lesions on CEUS underwent MRI-guided interventions, 1 lesion was scheduled for follow-up as it was non-amenable for MRI biopsy, and 1 lesion was biopsied under US-guidance. Three of these nonvisible lesions on CEUS were confirmed to be malignant. Conclusions Based on our preliminary results, CEUS is a feasible tool for detecting many MRI only visible breast lesions, resulting in a more cost effective and less time-consuming practice. It is a more convenient alternative than MRI guided biopsy and has the potential to be included in the diagnostic algorithm which evaluates MRI only visible breast lesions.
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Affiliation(s)
- Aki Nykänen
- Kuopio University Hospital, Diagnostic Imaging Center, Department of Clinical Radiology, Kuopio, Finland.,University of Eastern Finland, Institute of Clinical Medicine, School of Medicine, Kuopio, Finland
| | - Otso Arponen
- Kuopio University Hospital, Diagnostic Imaging Center, Department of Clinical Radiology, Kuopio, Finland
| | - Anna Sutela
- Kuopio University Hospital, Diagnostic Imaging Center, Department of Clinical Radiology, Kuopio, Finland
| | - Ritva Vanninen
- Kuopio University Hospital, Diagnostic Imaging Center, Department of Clinical Radiology, Kuopio, Finland.,University of Eastern Finland, Institute of Clinical Medicine, School of Medicine, Kuopio, Finland.,University of Eastern Finland, Cancer Center of Eastern Finland, Kuopio, Finland
| | - Mazen Sudah
- Kuopio University Hospital, Diagnostic Imaging Center, Department of Clinical Radiology, Kuopio, Finland
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19
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Dietzel M, Kaiser CG, Wenkel E, Clauser P, Uder M, Schulz-Wendtland R, Baltzer PAT. Differentiation of ductal carcinoma in situ versus fibrocystic changes by magnetic resonance imaging: are there pathognomonic imaging features? Acta Radiol 2017; 58:1206-1214. [PMID: 28173727 DOI: 10.1177/0284185117690420] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background In breast magnetic resonance imaging (MRI), the diagnosis of ductal carcinoma in situ (DCIS) remains controversial; the most challenging cause of false-positive DCIS diagnosis is fibrocystic changes (FC). Purpose To search for typical and pathognomonic patterns of DCIS and FC using a standard clinical MRI protocol. Material and Methods Consecutive patients scheduled for breast MRI (standardized protocols @ 1.5T: dynamic-T1-GRE before/after Gd-DTPA [0.1 mmol/kg body weight (BW)]; T1-TSE), with subsequent pathological sampling, were investigated. Sixteen MRI descriptors were prospectively assessed by two experienced radiologists in consensus (blinded to pathology) and explored in patients with DCIS (n = 77) or FC (n = 219). Univariate and multivariate statistics were performed to identify the accuracy of descriptors (alone, combined). Furthermore, pathognomonic descriptor-combinations with an accuracy of 100% were explored (χ2 statistics; decision trees). Results Six breast MRI descriptors significantly differentiated DCIS from FC ( Pcorrected < 0.05; odds ratio < 7.9). Pathognomonic imaging features were present in 33.8% (n = 100) of all cases allowing the identification of 42.9% of FC (n = 94). Conclusion Pathognomonic patterns of DCIS and FC were frequently observed in a standard clinical MRI protocol. Such imaging patterns could decrease the false-positive rate of breast MRI and hence might help to decrease the number of unnecessary biopsies in this clinically challenging subgroup.
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Affiliation(s)
- Matthias Dietzel
- Department of Radiology, University Hospital Erlangen-Nürnberg, Erlangen, Germany
| | - Clemens G Kaiser
- Institute of Clinical Radiology and Nuclear Medicine, University Medical Center Mannheim, Mannheim, Germany
| | - Evelyn Wenkel
- Department of Radiology, University Hospital Erlangen-Nürnberg, Erlangen, Germany
| | - Paola Clauser
- Department of Biomedical Imaging and Image-Guided Therapy, Division of Molecular and Gender Imaging, Medical University of Vienna, Vienna, Austria
| | - Michael Uder
- Department of Radiology, University Hospital Erlangen-Nürnberg, Erlangen, Germany
| | | | - Pascal AT Baltzer
- Department of Biomedical Imaging and Image-Guided Therapy, Division of Molecular and Gender Imaging, Medical University of Vienna, Vienna, Austria
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20
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Carin AJ, Molière S, Gabriele V, Lodi M, Thiébaut N, Neuberger K, Mathelin C. Relevance of breast MRI in determining the size and focality of invasive breast cancer treated by mastectomy: a prospective study. World J Surg Oncol 2017; 15:128. [PMID: 28705168 PMCID: PMC5513043 DOI: 10.1186/s12957-017-1197-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 07/04/2017] [Indexed: 12/15/2022] Open
Abstract
Background The aim of this study was the evaluation of breast MRI in determining the size and focality of invasive non-metastatic breast cancers. Methods The prospective, single-centre study conducted in 2015 compared preoperative MRI with histological analysis of mastectomy. Results One hundred one mastectomies from 98 patients were extensively analysed. The rates of false-positive and false-negative MRI were 2 and 4% respectively. The sensitivity of breast MRI was 84.7% for the detection of all invasive foci, 69% for single foci and 65.7% for multiple foci. In the evaluation of tumour size, the Spearman rank correlation coefficient r between the sizes obtained by MRI and histology was 0.62. The MRI-based prediction of a complete response to neoadjuvant chemotherapy was 75%. Discussion MRI exhibits high sensitivity in the detection of invasive breast cancers. False positives were linked to the inflammatory nature of the tumour bed. False negatives were associated with small or low-grade tumours and their retro-areolar location. The size of T1 tumours was overestimated by an average of 7%, but MRI was the most efficient procedure. The sensitivity of MRI for the diagnosis of unifocal tumours was higher than that for multifocal sites. Our study confirmed the positive contribution of preoperative MRI for invasive lobular carcinomas and complete response predictions after neoadjuvant chemotherapy.
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Affiliation(s)
- Anne-Julie Carin
- CARIN Anne-Julie Centre hospitalier de Haguenau, 64 avenue du Professeur Leriche, 67500, Haguenau, France.
| | - Sébastien Molière
- MOLIERE Sébastien MD Unité d'imagerie mammaire CHRU Hôpitaux universitaires de Strasbourg, Avenue Molière, 67200, Strasbourg, France
| | - Victor Gabriele
- GABRIELE Victor Unité de sénologie CHRU Hôpitaux universitaires de Strasbourg, Avenue Molière, 67200, Strasbourg, France
| | - Massimo Lodi
- LODI Massimo Unité de sénologie CHRU Hôpitaux universitaires de Strasbourg, Avenue Molière, 67200, Strasbourg, France
| | - Nicolas Thiébaut
- THIEBAUT Nicolas, statisticien - QUANTMETRY, 128 rue du Faubourg St-Honoré, 75008, Paris, France
| | - Karl Neuberger
- NEUBERGER Karl, QUANTMETRY, 128 rue du Faubourg St-Honoré, 75008, Paris, France
| | - Carole Mathelin
- MATHELIN Carole MD PhD Unité de sénologie CHRU Hôpitaux universitaires de Strasbourg, Avenue Molière, 67200, Strasbourg, France.,Department of Functional Genomics and Cancer, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), CNRS UMR 7104, INSERM U964, Université de Strasbourg, Illkirch, France
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21
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Markiewicz E, Fan X, Mustafi D, Zamora M, Conzen SD, Karczmar GS. MRI ductography of contrast agent distribution and leakage in normal mouse mammary ducts and ducts with in situ cancer. Magn Reson Imaging 2017; 40:48-52. [PMID: 28366759 DOI: 10.1016/j.mri.2017.03.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 03/28/2017] [Accepted: 03/30/2017] [Indexed: 11/29/2022]
Abstract
High resolution 3D MRI was used to study contrast agent distribution and leakage in normal mouse mammary glands and glands containing in situ cancer after intra-ductal injection. Five female FVB/N mice (~19weeks old) with no detectable mammary cancer and eight C3(1) SV40 Tag virgin female mice (~15weeks old) with extensive in situ cancer were studied. A 34G, 45° tip Hamilton needle with a 25μL Hamilton syringe was inserted into the tip of the nipple and approximately 15μL of a Gadodiamide was injected slowly over 1min into the nipple and throughout the duct on one side of the inguinal gland. Following injection, the mouse was placed in a 9.4T MRI scanner, and a series of high resolution 3D T1-weighted images was acquired with a temporal resolution of 9.1min to follow contrast agent leakage from the ducts. The first image was acquired at about 12min after injection. Ductal enhancement regions detected in images acquired between 12 and 21min after contrast agent injection was five times smaller in SV40 mouse mammary ducts (p<0.001) than in non-cancerous FVB/N mouse mammary ducts, perhaps due to rapid washout of contrast agent from the SV40 ducts. The contrast agent washout rate measured between 12min and 90min after injection was ~20% faster (p<0.004) in SV40 mammary ducts than in FVB/N mammary ducts. These results may be due to higher permeability of the SV40 ducts, likely due to the presence of in situ cancers. Therefore, increased permeability of ducts may indicate early stage breast cancers.
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Affiliation(s)
- Erica Markiewicz
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | - Xiaobing Fan
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | - Devkumar Mustafi
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | - Marta Zamora
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | - Suzanne D Conzen
- Medicine, Hematology/Oncology, University of Chicago, Chicago, IL, USA
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22
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Georgiou L, Sharma N, Broadbent DA, Wilson DJ, Dall BJ, Gangi A, Buckley DL. Estimating breast tumor blood flow during neoadjuvant chemotherapy using interleaved high temporal and high spatial resolution MRI. Magn Reson Med 2017; 79:317-326. [PMID: 28370289 DOI: 10.1002/mrm.26684] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 01/25/2017] [Accepted: 03/02/2017] [Indexed: 01/27/2023]
Abstract
PURPOSE To evaluate an interleaved MRI sampling strategy that acquires both high temporal resolution (HTR) dynamic contrast-enhanced (DCE) data for quantifying breast tumor blood flow (TBF) and high spatial resolution (HSR) DCE data for clinical reporting, following a single standard injection of contrast agent. METHODS A simulation study was used to evaluate the performance of the interleaved technique under different conditions. In a prospective clinical study, 18 patients with primary breast cancer, who were due to undergo neoadjuvant chemotherapy (NACT), were examined using interleaved HTR and HSR DCE-MRI at 1.5 Tesla. Tumor regions of interest were analyzed with a two-compartment tracer kinetic model. Paired parameters (n = 10) from the data acquired before and post-cycle 2 of NACT were compared using the nonparametric Wilcoxon signed-rank test. RESULTS Simulations demonstrated that TBF was reliably estimated using the proposed strategy. The region of interest analysis revealed significant changes in TBF (0.81-0.43 mL/min/mL; P = 0.002) following two cycles of NACT. The HSR data were reported in the normal way and enabled the assessment of tumor volume, which decreased by 53% following NACT (P = 0.065). CONCLUSIONS TBF can be measured reliably using the proposed strategy without compromising a standard clinical protocol. Furthermore, in our feasibility study, TBF decreased significantly following NACT, whereas capillary permeability surface-area product did not. Magn Reson Med 79:317-326, 2018. © 2017 International Society for Magnetic Resonance in Medicine.
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Affiliation(s)
- Leonidas Georgiou
- Division of Biomedical Imaging, University of Leeds, Leeds, United Kingdom
| | - Nisha Sharma
- Department of Radiology, Leeds Teaching Hospital NHS Trust, Leeds, United Kingdom
| | - David A Broadbent
- Division of Biomedical Imaging, University of Leeds, Leeds, United Kingdom.,Department of Medical Physics and Engineering, Leeds Teaching Hospital NHS Trust, Leeds, United Kingdom
| | - Daniel J Wilson
- Department of Medical Physics and Engineering, Leeds Teaching Hospital NHS Trust, Leeds, United Kingdom
| | - Barbara J Dall
- Department of Radiology, Leeds Teaching Hospital NHS Trust, Leeds, United Kingdom
| | - Anmol Gangi
- Division of Biomedical Imaging, University of Leeds, Leeds, United Kingdom.,Western General Hospital, NHS Lothian, Edinburgh, United Kingdom
| | - David L Buckley
- Division of Biomedical Imaging, University of Leeds, Leeds, United Kingdom
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23
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Badan GM, Piato S, Roveda D, de Faria Castro Fleury E. Predictive values of BI-RADS(®) magnetic resonance imaging (MRI) in the detection of breast ductal carcinoma in situ (DCIS). Eur J Radiol 2016; 85:1701-1707. [PMID: 27666605 DOI: 10.1016/j.ejrad.2016.07.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Revised: 05/16/2016] [Accepted: 07/17/2016] [Indexed: 10/21/2022]
Abstract
PURPOSE The purpose of this study was to evaluate BI-RADS indicators in the detection of DCIS by MRI. MATERIALS AND METHODS Prospective observational study that started in 2014 and lasted 24 months. A total of 110 consecutive patients were evaluated, who presented with suspicious or highly suspicious microcalcifications on screening mammography (BI-RADS categories 4 and 5) and underwent stereotactic-guided breast biopsy, having had an MRI scan performed prior to biopsy. RESULTS Altogether, 38 cases were characterized as positive for malignancy, of which 25 were DCIS and 13 were invasive ductal carcinoma cases. MRI had a sensitivity of 96%; specificity of 75.67%; positive predictive value (PPV) for DCIS detection of 57.14%; negative predictive value (NPV) in the detection of DCIS of 98.24%; and an accuracy of 80.80%. CONCLUSION BI-RADS as a tool for the detection of DCIS by MRI is a powerful instrument whose sensitivity was higher when compared to that observed for mammography in the literature. Likewise, the PPV obtained by MRI was higher than that observed in the present study for mammography, and the high NPV obtained on MRI scans can provide early evidence to discourage breast biopsy in selected cases.
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Affiliation(s)
- Gustavo Machado Badan
- Breast Imaging Service of Radiology Depatment-Irmandade da Santa Casa de Misericórdia de São Paulo, São Paulo, SP, Brazil.
| | - Sebastião Piato
- Mastology Division-Gynecology and Obstetrics Department, Brazil
| | - Décio Roveda
- Breast Imaging Service of Radiology Depatment-Irmandade da Santa Casa de Misericórdia de São Paulo, São Paulo, SP, Brazil
| | - Eduardo de Faria Castro Fleury
- Breast Imaging Service of Radiology Depatment-Irmandade da Santa Casa de Misericórdia de São Paulo, São Paulo, SP, Brazil
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Brnic D, Brnic D, Simundic I, Vanjaka Rogosic L, Tadic T. MRI and comparison mammography: a worthy diagnostic alliance for breast microcalcifications? Acta Radiol 2016; 57:413-21. [PMID: 25995311 DOI: 10.1177/0284185115585036] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 04/07/2015] [Indexed: 01/17/2023]
Abstract
BACKGROUND There is a lack of data concerning diagnostic performance of magnetic resonance imaging (MRI) in patients with new or increasing microcalcifications. PURPOSE To evaluate suspicious microcalcifications by using comparison mammography, MRI, and a combination of both methods. MATERIAL AND METHODS Our study group consisted of 55 patients with mammographically detected BI-RADS (Breast Imaging Reporting and Data System) 3-5 microcalcifications for whom comparison mammograms were available. All patients underwent breast MRI before SVAB (stereotactic vacuum-assisted biopsy). Diagnostic performances of comparison mammography and MRI were evaluated, as well as the combination of the respective imaging findings. RESULTS Of the 55 microcalcification cases, 35 showed progression and 20 were stable between interval screenings. The negative predictive value (NPV) of comparison mammography was 100%, whereas the NPV of MRI was 92%. However, the specificity of combination of findings was 97%, significantly higher than the 42% specificity of comparison mammography (P < 0.001). Additionally, the positive predictive value of combination of findings was 93% versus 44% of comparison mammography (P = 0.001). CONCLUSION A biopsy is recommended when MRI positive lesion corresponding the area of new or increasing mammographic microcalcifications is detected. Patients with stable microcalcifications can continue follow-up mammography, regardless of MRI result.
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Affiliation(s)
- Dijana Brnic
- Department of Diagnostic and Interventional Radiology, University Hospital Center Split, Croatia
| | - Darko Brnic
- Department of Internal Medicine, University Hospital Center Split, Croatia
| | - Ivan Simundic
- Department of Diagnostic and Interventional Radiology, University Hospital Center Split, Croatia
| | | | - Tade Tadic
- Department of Diagnostic and Interventional Radiology, University Hospital Center Split, Croatia
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Consolino L, Longo DL, Dastrù W, Cutrin JC, Dettori D, Lanzardo S, Oliviero S, Cavallo F, Aime S. Functional imaging of the angiogenic switch in a transgenic mouse model of human breast cancer by dynamic contrast enhanced magnetic resonance imaging. Int J Cancer 2016; 139:404-13. [PMID: 26941084 DOI: 10.1002/ijc.30073] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 02/24/2016] [Indexed: 01/16/2023]
Abstract
Tumour progression depends on several sequential events that include the microenvironment remodelling processes and the switch to the angiogenic phenotype, leading to new blood vessels recruitment. Non-invasive imaging techniques allow the monitoring of functional alterations in tumour vascularity and cellularity. The aim of this work was to detect functional changes in vascularisation and cellularity through Dynamic Contrast Enhanced (DCE) and Diffusion Weighted (DW) Magnetic Resonance Imaging (MRI) modalities during breast cancer initiation and progression of a transgenic mouse model (BALB-neuT mice). Histological examination showed that BALB-neuT mammary glands undergo a slow neoplastic progression from simple hyperplasia to invasive carcinoma, still preserving normal parts of mammary glands. DCE-MRI results highlighted marked functional changes in terms of vessel permeability (K(trans) , volume transfer constant) and vascularisation (vp , vascular volume fraction) in BALB-neuT hyperplastic mammary glands if compared to BALB/c ones. When breast tissue progressed from simple to atypical hyperplasia, a strong increase in DCE-MRI biomarkers was observed in BALB-neuT in comparison to BALB/c mice (K(trans) = 5.3 ± 0.7E-4 and 3.1 ± 0.5E-4; vp = 7.4 ± 0.8E-2 and 4.7 ± 0.6E-2 for BALB-neuT and BALB/c, respectively) that remained constant during the successive steps of the neoplastic transformation. Consistent with DCE-MRI observations, microvessel counting revealed a significant increase in tumour vessels. Our study showed that DCE-MRI estimates can accurately detect the angiogenic switch at early step of breast cancer carcinogenesis. These results support the view that this imaging approach is an excellent tool to characterize microvasculature changes, despite only small portions of the mammary glands developed neoplastic lesions in a transgenic mouse model.
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Affiliation(s)
- Lorena Consolino
- Department of Molecular Biotechnology and Health Sciences, University of Torino, via Nizza 52, Torino, 10126, Italy
| | - Dario Livio Longo
- (CNR) c/o Molecular Biotechnologies Center, Istituto di Biostrutture e Bioimmagini, via Nizza 52, Torino, 10126, Italy.,Molecular Imaging Center, University of Torino, via Nizza 52, Torino, 10126, Italy
| | - Walter Dastrù
- Department of Molecular Biotechnology and Health Sciences, University of Torino, via Nizza 52, Torino, 10126, Italy.,Molecular Imaging Center, University of Torino, via Nizza 52, Torino, 10126, Italy
| | - Juan Carlos Cutrin
- Department of Molecular Biotechnology and Health Sciences, University of Torino, via Nizza 52, Torino, 10126, Italy
| | - Daniela Dettori
- Human Genetics Foundation (HuGeF), via Nizza 52, Torino, 10126, Italy
| | - Stefania Lanzardo
- Department of Molecular Biotechnology and Health Sciences, University of Torino, via Nizza 52, Torino, 10126, Italy
| | | | - Federica Cavallo
- Department of Molecular Biotechnology and Health Sciences, University of Torino, via Nizza 52, Torino, 10126, Italy
| | - Silvio Aime
- Department of Molecular Biotechnology and Health Sciences, University of Torino, via Nizza 52, Torino, 10126, Italy.,Molecular Imaging Center, University of Torino, via Nizza 52, Torino, 10126, Italy
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Mantuano A, Barroso RC, Nogueira LP, Colaço MV, Mota CL, Pickler A, Braz D, Salata C, Ferreira-Machado S, de Almeida CE, Gianoncelli A. Alterations in Low-Z Elements Distribution in Heart Tissue after Treatments to Breast Cancer Using LEXRF Technique. ACTA ACUST UNITED AC 2016. [DOI: 10.4236/ajac.2016.711068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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IV Administered Gadodiamide Enters the Lumen of the Prostatic Glands: X-Ray Fluorescence Microscopy Examination of a Mouse Model. AJR Am J Roentgenol 2015; 205:W313-9. [PMID: 26295667 DOI: 10.2214/ajr.14.14055] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVE Dynamic contrast-enhanced MRI (DCE-MRI) has become a standard component of multiparametric protocols for MRI examination of the prostate, and its use is incorporated into current guidelines for prostate MRI examination. Analysis of DCE-MRI data for the prostate is usually based on the distribution of gadolinium-based agents, such as gadodiamide, into two well-mixed compartments, and it assumes that gadodiamide does not enter into the glandular lumen. However, this assumption has not been directly tested. The purpose of this study was to use x-ray fluorescence microscopy (XFM) imaging in situ to measure the concentration of gadodiamide in the epithelia and lumens of the prostate of healthy mice after IV injection of the contrast agent. MATERIALS AND METHODS Six C57Bl6 male mice (age, 28 weeks) were sacrificed 10 minutes after IV injection of gadodiamide (0.13 mmol/kg), and three mice were sacrificed after saline injection. Prostate tissue samples obtained from each mouse were harvested and frozen; 7-μm-thick slices were sectioned for XFM imaging, and adjacent 5-μm-thick slices were sectioned for H and E staining. Elemental concentrations were determined from XFM images. RESULTS A mean (± SD) baseline concentration of gadolinium of 0.01 ± 0.01 mM was determined from XFM measurements of prostatic tissue samples when no gadodiamide was administered, and it was used to determine the measurement error. When gadodiamide was added, the mean concentrations of gadolinium in the epithelia and lumens in 32 prostatic glands from six mice were 1.00 ± 0.13 and 0.36 ± 0.09 mM, respectively. CONCLUSION Our data suggest that IV administration of gadodiamide results in uptake of contrast agent by the glandular lumens of the mouse prostate. We were able to quantitatively determine gadodiamide distributions in mouse prostatic epithelia and lumens.
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Khoury T, Li Z, Sanati S, Desouki MM, Chen X, Wang D, Liu S, Karabakhtsian R, Kumar P, Reig B. The risk of upgrade for atypical ductal hyperplasia detected on magnetic resonance imaging-guided biopsy: a study of 100 cases from four academic institutions. Histopathology 2015; 68:713-21. [PMID: 26291517 DOI: 10.1111/his.12811] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Accepted: 08/14/2015] [Indexed: 01/15/2023]
Abstract
AIMS To identify variables that can predict upgrade for magnetic resonance imaging (MRI)-detected atypical ductal hyperplasia (ADH). METHODS AND RESULTS We reviewed 1655 MRI-guided core biopsies between 2005 and 2013, yielding 100 (6%) cases with ADH. The pathological features of ADH and MRI findings were recorded. An upgrade was considered when the subsequent surgical excision yielded invasive carcinoma (IC) or ductal carcinoma in situ (DCIS). The rate of ADH between institutions was 3.3-7.1%, with an average of 6%. A total of 15 (15%) cases had upgrade, 12 DCIS and three IC. When all cases were included, only increased number of involved cores was statistically significant (P = 0.02). When cases with concurrent lobular neoplasia (LN) were excluded (n = 14), increased number of ADH foci and increased number of involved cores were statistically significant (P = 0.002, P = 0.009). We analysed the data separately from a single institution (n = 61). Increased number of foci, increased number of total cores and involved cores and larger ADH size predicted upgrade with statistical significance. CONCLUSIONS The incidence of ADH in MRI-guided core biopsy is rare. The rate of upgrade is comparable to mammographically detected ADH, warranting surgical excision. Similar to mammographically detected lesions, the volume of the ADH predicts the upgrade.
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Affiliation(s)
- Thaer Khoury
- Department of Pathology, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Zaibo Li
- Department of Pathology, Ohio State University, Columbus, OH, USA
| | - Souzan Sanati
- Department of Pathology, Washington University, St Louis, MO, USA
| | | | - Xiwei Chen
- Department of Biostatistics, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Dan Wang
- Department of Biostatistics, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Song Liu
- Department of Biostatistics, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Rouzan Karabakhtsian
- Department of Pathology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Prasanna Kumar
- Department of Radiology, Roswell Park Cancer Institute, Buffalo, NY, USA
| | - Beatriu Reig
- Department of Radiology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
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Mustafi D, Zamora M, Fan X, Markiewicz E, Mueller J, Conzen SD, Karczmar GS. MRI accurately identifies early murine mammary cancers and reliably differentiates between in situ and invasive cancer: correlation of MRI with histology. NMR IN BIOMEDICINE 2015; 28:1078-1086. [PMID: 26152557 PMCID: PMC4696760 DOI: 10.1002/nbm.3348] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2015] [Revised: 05/27/2015] [Accepted: 05/28/2015] [Indexed: 06/04/2023]
Abstract
MRI methods that accurately identify various stages of mouse mammary cancer could provide new knowledge that may have a direct impact on the management of breast cancer in patients. This research investigates whether we can accurately follow the progression from in situ to invasive cancer by the evaluation of in vivo and ex vivo MRI, and in comparison with histology as the gold standard for the diagnosis and staging of cancer. Six C3(1)SV40Tag virgin female mice, aged 12-16 weeks, were studied. At this age, these mice develop in situ cancer that resembles human ductal carcinoma in situ (DCIS). Fast spin-echo images of inguinal mammary glands were acquired at 9.4 T. After in vivo MRI, mice were sacrificed; inguinal mammary glands were excised and fixed in formalin for ex vivo MRI. Three-dimensional, volume-rendered, in vivo and ex vivo MR images were then correlated with histology. High-resolution ex vivo scans facilitated the comparison of in vivo scans with histology. The sizes of mammary cancers classified as in situ on the basis of histology ranged from 150 to 400 µm in largest diameter, and the average signal intensity relative to muscle was 1.40 ± 0.18 on T2 -weighted images. Cancers classified as invasive on the basis of histology were >400 µm in largest diameter, and the average intensity relative to muscle on T2 -weighted images was 2.34 ± 0.26. Using a cut-off of 400 µm in largest diameter to distinguish between in situ and invasive cancers, a T2 -weighted signal intensity of at least 1.4 times that of muscle for in situ cancer, and at least 2.3 times that of muscle for invasive cancer, 96% of in situ and 100% of invasive cancers were correctly identified on in vivo MRI, using histology as the gold standard. Precise MRI-histology correlation demonstrates that MRI reliably detects early in situ cancer and differentiates in situ from invasive cancers in the SV40Tag mouse model of human breast cancer.
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Affiliation(s)
- Devkumar Mustafi
- Department of Radiology, Section of Hematology and Oncology, The University of Chicago, Chicago, Illinois 60637 USA
| | - Marta Zamora
- Department of Radiology, Section of Hematology and Oncology, The University of Chicago, Chicago, Illinois 60637 USA
| | - Xiaobing Fan
- Department of Radiology, Section of Hematology and Oncology, The University of Chicago, Chicago, Illinois 60637 USA
| | - Erica Markiewicz
- Department of Radiology, Section of Hematology and Oncology, The University of Chicago, Chicago, Illinois 60637 USA
| | - Jeffrey Mueller
- Department of Pathology, Section of Hematology and Oncology, The University of Chicago, Chicago, Illinois 60637 USA
| | - Suzanne D. Conzen
- Department of Medicine, Section of Hematology and Oncology, The University of Chicago, Chicago, Illinois 60637 USA
| | - Gregory S. Karczmar
- Department of Radiology, Section of Hematology and Oncology, The University of Chicago, Chicago, Illinois 60637 USA
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Pickles MD, Gibbs P, Hubbard A, Rahman A, Wieczorek J, Turnbull LW. Comparison of 3.0T magnetic resonance imaging and X-ray mammography in the measurement of ductal carcinoma in situ: A comparison with histopathology. Eur J Radiol 2015; 84:603-10. [DOI: 10.1016/j.ejrad.2014.12.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2014] [Revised: 12/12/2014] [Accepted: 12/28/2014] [Indexed: 10/24/2022]
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Fan X, Mustafi D, Markiewicz E, Zamora M, Vosicky J, Leinroth A, Mueller J, Macleod K, Conzen SD, Karczmar GS. Mammary cancer initiation and progression studied with magnetic resonance imaging. Breast Cancer Res 2014; 16:495. [PMID: 25510596 PMCID: PMC4303211 DOI: 10.1186/s13058-014-0495-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2014] [Accepted: 12/04/2014] [Indexed: 11/11/2022] Open
Abstract
Introduction Previous work from this laboratory demonstrated that magnetic resonance imaging (MRI) detects early murine mammary cancers and reliably differentiates between in situ and invasive cancer. Based on this previous work, we used MRI to study initiation and progression of murine mammary cancer, and monitor the transition from the in situ to the invasive phase. Methods In total, seven female C3(1) SV40 Tag mice were imaged every two weeks between the ages of 8 to 23 weeks. Lesions were identified on T2-weighted images acquired at 9.4 Tesla based on their morphology and growth rates. Lesions were traced manually on MR images of each slice. Volume of each lesion was calculated by adding measurements from individual slices. Plots of lesion volume versus time were analyzed to obtain the specific growth rate (SGR). The time at which in situ cancers (referred to as ‘mammary intraepithelial neoplasia (MIN)’) and invasive cancers were first detected; and the time at which in situ cancers became invasive were recorded. Results A total of 121 cancers (14 to 25 per mouse) were identified in seven mice. On average the MIN lesions and invasive cancers were first detected when mice were 13 and 18 weeks old, respectively. The average SGR was 0.47 ± 0.18 week-1 and there were no differences (P >0.05) between mice. 74 lesions had significantly different tumor growth rates before and after ~17 weeks of age; with average doubling times (DT) of 1.88 and 1.27 weeks, respectively. The average DT was significantly shorter (P <0.0001) after 17 weeks of age. However, the DT for some cancers was longer after 17 weeks of age, and about 10% of the cancers detected did not progress to the invasive stage. Conclusions A wide range of growth rates were observed in SV40 mammary cancers. Most cancers transitioned to a more aggressive phenotype at approximately 17 weeks of age, but some cancers became less aggressive. The results suggest that the biology of mammary cancers is extremely heterogeneous. This work is a first step towards use of MRI to improve understanding of factors that control and/or signal the development of aggressive breast cancer. Electronic supplementary material The online version of this article (doi:10.1186/s13058-014-0495-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Xiaobing Fan
- Department of Radiology, MC2026, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Devkumar Mustafi
- Department of Radiology, MC2026, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Erica Markiewicz
- Department of Radiology, MC2026, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Marta Zamora
- Department of Radiology, MC2026, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - James Vosicky
- Department of Radiology, MC2026, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Abby Leinroth
- Department of Radiology, MC2026, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Jeffrey Mueller
- Department of Pathology, MC6101, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Kay Macleod
- Ben May Department for Cancer Research, GCIS W421, The University of Chicago, 929 East 57th Street, Chicago, IL, 60637, USA.
| | - Suzanne D Conzen
- Medicine, Hematology/Oncology, SBRI J301 MC 2115, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
| | - Gregory S Karczmar
- Department of Radiology, MC2026, The University of Chicago, 5841 S. Maryland Avenue, Chicago, IL, 60637, USA.
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Markiewicz E, Fan X, Mustafi D, Zamora M, Roman BB, Jansen SA, Macleod K, Conzen SD, Karczmar GS. High resolution 3D MRI of mouse mammary glands with intra-ductal injection of contrast media. Magn Reson Imaging 2014; 33:161-5. [PMID: 25179139 DOI: 10.1016/j.mri.2014.08.035] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Accepted: 08/11/2014] [Indexed: 10/24/2022]
Abstract
The purpose of this study was to use high resolution three-dimensional (3D) magnetic resonance imaging (MRI) to study mouse mammary gland ductal architecture based on intra-ductal injection of contrast agents. Female FVB/N mice age 12-20 weeks (n=12), were used in this study. A 34G, 45° tip Hamilton needle with a 25μL Hamilton syringe was inserted into the tip of the nipple. Approximately 20-25μL of a Gadodiamide/Trypan blue/saline solution was injected slowly over one minute into the nipple and duct. To prevent washout of contrast media from ducts due to perfusion, and maximize the conspicuity of ducts on MRI, mice were sacrificed one minute after injection. High resolution 3D T1-weighted images were acquired on a 9.4T Bruker scanner after sacrifice to eliminate motion artifacts and reduce contrast media leakage from ducts. Trypan blue staining was well distributed throughout the ductal tree. MRI showed the mammary gland ductal structure clearly. In spoiled gradient echo T1-weighted images, the signal-to-noise ratio of regions identified as enhancing mammary ducts following contrast injection was significantly higher than that of muscle (p<0.02) and significantly higher than that of contralateral mammary ducts that were not injected with contrast media (p<0.0001). The methods described here could be adapted for injection of specialized contrast agents to measure metabolism or target receptors in normal ducts and ducts with in situ cancers.
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Affiliation(s)
- Erica Markiewicz
- Department of Radiology, The University of Chicago, Chicago, IL, USA
| | - Xiaobing Fan
- Department of Radiology, The University of Chicago, Chicago, IL, USA
| | - Devkumar Mustafi
- Department of Radiology, The University of Chicago, Chicago, IL, USA
| | - Marta Zamora
- Department of Radiology, The University of Chicago, Chicago, IL, USA
| | - Brian B Roman
- Department of Radiology, The University of Chicago, Chicago, IL, USA
| | - Sanaz A Jansen
- Department of Radiology, The University of Chicago, Chicago, IL, USA
| | - Kay Macleod
- Ben May Department for Cancer Research, The University of Chicago, Chicago, IL, USA
| | - Suzanne D Conzen
- Medicine, Hematology/Oncology, The University of Chicago, Chicago, IL, USA
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Greenwood HI, Heller SL, Kim S, Sigmund EE, Shaylor SD, Moy L. Ductal carcinoma in situ of the breasts: review of MR imaging features. Radiographics 2014; 33:1569-88. [PMID: 24108552 DOI: 10.1148/rg.336125055] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
The incidence of ductal carcinoma in situ (DCIS) has increased over the past few decades and now accounts for over 20% of newly diagnosed cases of breast cancer. Although the detection of DCIS has increased with the advent of widespread mammography screening, it is essential to have a more accurate assessment of the extent of DCIS for successful breast conservation therapy. Recent studies evaluating the detection of DCIS with magnetic resonance (MR) imaging have used high spatial resolution techniques and have increasingly been performed to screen a high-risk population as well as to evaluate the extent of disease. This work has shown that MR imaging is the most sensitive modality currently available for identifying DCIS and is more accurate than mammography in evaluating the extent of DCIS. MR imaging is particularly sensitive for identifying high-grade and intermediate-grade DCIS. DCIS may have variable morphologic features on MR images, with non-mass enhancement morphology being the most common manifestation. Less commonly, DCIS may also manifest as a mass on MR images, in which case it is most likely to be irregular. The kinetics of DCIS are also variable, with fast uptake and a plateau curve reported as the most common kinetic pattern. Additional MR imaging tools such as diffusion-weighted imaging and quantitative kinetic analysis combined with the benefit of high field strength, such as 3 T, may increase the sensitivity and specificity of breast MR imaging in the detection of DCIS.
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Affiliation(s)
- Heather I Greenwood
- Department of Radiology, New York University School of Medicine, 550 First Ave, New York, NY 10016
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Kim SA, Cho N, Ryu EB, Seo M, Bae MS, Chang JM, Moon WK. Background Parenchymal Signal Enhancement Ratio at Preoperative MR Imaging: Association with Subsequent Local Recurrence in Patients with Ductal Carcinoma in Situ after Breast Conservation Surgery. Radiology 2014; 270:699-707. [DOI: 10.1148/radiol.13130459] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Rominger MB, Sax EV, Figiel JH, Timmesfeld N. Occurrence and Positive Predictive Value of Additional Nonmass Findings for Risk Stratification of Breast Microcalcifications in Mammography. Can Assoc Radiol J 2013; 64:333-8. [DOI: 10.1016/j.carj.2012.07.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2011] [Revised: 07/20/2012] [Accepted: 07/26/2012] [Indexed: 11/30/2022] Open
Abstract
Purpose To assess the occurrence and positive predictive value of additional nonmass findings to stratify the risk of breast microcalcifications. Methods This retrospective evaluation included 278 lesions with vacuum- or image-guided hook-wire biopsy for suspicious microcalcifications. The lesions were categorized into exclusive microcalcifications and microcalcifications with focal asymmetry, tubular density or architectural distortion (ie, nonmass findings). To evaluate the utility of additional nonmass findings for risk stratification, outcome variables were positive predictive values and odds ratios for malignancy and invasive carcinoma. Results Forty-five of 278 microcalcification lesions (16%) were associated with nonmass findings: 28 focal asymmetries, 2 tubular densities, and 15 focal asymmetries in conjunction with tubular densities. Architectural distortion was observed in 28 of these cases. The odds ratio for additional nonmass findings relative to exclusive microcalcifications was 5.9 and was statistically significant ( P < .00001). Architectural distortion was the most specific indicator for malignancy and invasiveness, with odds ratios of 6.5 ( P = .0072) and 5.6 ( P = .0214), respectively. Conclusions Microcalcifications with nonmass findings were less frequent than exclusive microcalcifications but were more predictive for malignancy. Architectural distortion demonstrated the highest risk of malignancy and invasiveness. Assessment of additional nonmass findings might be useful for further risk stratification of microcalcifications, indications for additional imaging, and pretreatment considerations.
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Affiliation(s)
| | - Eva V. Sax
- Department of Radiology, Philipps University, Marburg, Germany
| | - Jens H. Figiel
- Department of Radiology, Philipps University, Marburg, Germany
| | - Nina Timmesfeld
- Department of Medical Biometry and Epidemiology, Philipps University, Marburg, Germany
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Stehouwer BL, Merckel LG, Verkooijen HM, Peters NHGM, Mann RM, Duvivier KM, Mali WPTM, Peeters PHM, Veldhuis WB, van den Bosch MAAJ. 3-T breast magnetic resonance imaging in patients with suspicious microcalcifications on mammography. Eur Radiol 2013; 24:603-9. [DOI: 10.1007/s00330-013-3029-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Revised: 08/30/2013] [Accepted: 09/06/2013] [Indexed: 10/26/2022]
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Jayender J, Chikarmane S, Jolesz FA, Gombos E. Automatic segmentation of invasive breast carcinomas from dynamic contrast-enhanced MRI using time series analysis. J Magn Reson Imaging 2013; 40:467-75. [PMID: 24115175 DOI: 10.1002/jmri.24394] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2013] [Accepted: 07/22/2013] [Indexed: 12/20/2022] Open
Abstract
PURPOSE To accurately segment invasive ductal carcinomas (IDCs) from dynamic contrast-enhanced MRI (DCE-MRI) using time series analysis based on linear dynamic system (LDS) modeling. MATERIALS AND METHODS Quantitative segmentation methods based on black-box modeling and pharmacokinetic modeling are highly dependent on imaging pulse sequence, timing of bolus injection, arterial input function, imaging noise, and fitting algorithms. We modeled the underlying dynamics of the tumor by an LDS and used the system parameters to segment the carcinoma on the DCE-MRI. Twenty-four patients with biopsy-proven IDCs were analyzed. The lesions segmented by the algorithm were compared with an expert radiologist's segmentation and the output of a commercial software, CADstream. The results are quantified in terms of the accuracy and sensitivity of detecting the lesion and the amount of overlap, measured in terms of the Dice similarity coefficient (DSC). RESULTS The segmentation algorithm detected the tumor with 90% accuracy and 100% sensitivity when compared with the radiologist's segmentation and 82.1% accuracy and 100% sensitivity when compared with the CADstream output. The overlap of the algorithm output with the radiologist's segmentation and CADstream output, computed in terms of the DSC was 0.77 and 0.72, respectively. The algorithm also shows robust stability to imaging noise. Simulated imaging noise with zero mean and standard deviation equal to 25% of the base signal intensity was added to the DCE-MRI series. The amount of overlap between the tumor maps generated by the LDS-based algorithm from the noisy and original DCE-MRI was DSC = 0.95. CONCLUSION The time-series analysis based segmentation algorithm provides high accuracy and sensitivity in delineating the regions of enhanced perfusion corresponding to tumor from DCE-MRI.
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Affiliation(s)
- Jagadaeesan Jayender
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Fallenberg EM, Dromain C, Diekmann F, Engelken F, Krohn M, Singh JM, Ingold-Heppner B, Winzer KJ, Bick U, Renz DM. Contrast-enhanced spectral mammography versus MRI: Initial results in the detection of breast cancer and assessment of tumour size. Eur Radiol 2013; 24:256-64. [PMID: 24048724 DOI: 10.1007/s00330-013-3007-7] [Citation(s) in RCA: 203] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2013] [Revised: 07/04/2013] [Accepted: 07/25/2013] [Indexed: 11/27/2022]
Affiliation(s)
- E M Fallenberg
- Clinic of Radiology, Charité - Universitätsmedizin Berlin, Augustenburger Platz 1, 13353, Berlin, Germany,
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39
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Santamaría G, Velasco M, Farrús B, Caparrós FX, Fernández PL. Dynamic contrast-enhanced MRI reveals the extent and the microvascular pattern of breast ductal carcinoma in situ. Breast J 2013; 19:402-10. [PMID: 23758454 DOI: 10.1111/tbj.12135] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
To report the role of magnetic resonance imaging (MRI) in assessing the extent of breast ductal carcinoma in situ (DCIS). To assess whether the microvascularity pattern in DCIS correlates with magnetic resonance enhancement. Eighty-five histologically proven DCIS (77 pure DCIS, eight microinvasive DCIS) were prospectively studied with MRI. The morphology of magnetic resonance enhancement and the kinetic curve was recorded. Histopathologically, intraductal lesions were classified according to Van Nuys score. Tumor microvascularity was immunohistochemically assessed in a subset of 24 DCIS evaluating the number of microvessels, microvascularity area, and microvascularity pattern (diffuse or periductal). On the mammogram, 74% of DCIS appeared as microcalcifications. On MRI, 70% of DCIS showed enhancement. Non-mass-like uptake was observed in 78% of cases. The mean size of nonenhancing carcinomas was significantly lower than that of enhancing carcinomas (p = 0.033). The diffuse pattern was more frequent than the periductal pattern. A significant relationship between the morphology of MR enhancement and the microvascularity pattern was observed (p = 0.036); thus, 90% of DCIS showing segmental enhancement on MRI displayed a diffuse pattern while all DCIS with ductal enhancement showed a periductal pattern. There was a significant relationship between the maximum area of microvascularity and the vascular pattern (p = 0.015); periductal patterns showed larger areas than diffuse patterns. The lesion size was significantly larger as the Van Nuys score increased (p < 0.001) and was also related to the number of microvessels (p = 0.012). The mean area of microvascularity of DCIS was significantly larger as the Van Nuys score increased (p = 0.02). Breast MRI helps depict the extent of DCIS and reveals its microvascular pattern.
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Affiliation(s)
- Gorane Santamaría
- Department of Radiology, Hospital Clínic and University of Barcelona School of Medicine, Barcelona, Spain.
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McRae R, Lai B, Fahrni CJ. Subcellular redistribution and mitotic inheritance of transition metals in proliferating mouse fibroblast cells. Metallomics 2013; 5:52-61. [PMID: 23212029 PMCID: PMC3769613 DOI: 10.1039/c2mt20176c] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Synchrotron X-ray fluorescence microscopy of non-synchronized NIH 3T3 fibroblasts revealed an intriguing redistribution dynamics that defines the inheritance of trace metals during mitosis. At metaphase, the highest density areas of Zn and Cu are localized in two distinct regions adjacent to the metaphase plate. As the sister chromatids are pulled towards the spindle poles during anaphase, Zn and Cu gradually move to the center and partition into the daughter cells to yield a pair of twin pools during cytokinesis. Colocalization analyses demonstrated high spatial correlations between Zn, Cu, and S throughout all mitotic stages, while Fe showed consistently different topographies characterized by high-density spots distributed across the entire cell. Whereas the total amount of Cu remained similar compared to interphase cells, mitotic Zn levels increased almost 3-fold, suggesting a prominent physiological role that lies beyond the requirement of Zn as a cofactor in metalloproteins or messenger in signaling pathways.
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Affiliation(s)
- Reagan McRae
- School of Chemistry and Biochemistry, Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 901 Atlantic Drive, Atlanta, GA 30332, U.S.A
| | - Barry Lai
- Advanced Photon Source, X-ray Science Division, Argonne National Laboratory, Argonne, IL 60439, U.S.A
| | - Christoph J. Fahrni
- School of Chemistry and Biochemistry, Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 901 Atlantic Drive, Atlanta, GA 30332, U.S.A
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Outcome of MRI-guided vacuum-assisted breast biopsy - initial experience at Institute of Oncology Ljubljana, Slovenia. Radiol Oncol 2012; 46:97-105. [PMID: 23077445 PMCID: PMC3472934 DOI: 10.2478/v10019-012-0016-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2011] [Accepted: 11/28/2011] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Like all breast imaging modalities MRI has limited specificity and the positive predictive value for lesions detected by MRI alone ranges between 15 and 50%. MRI guided procedures (needle biopsy, presurgical localisation) are mandatory for suspicious findings visible only at MRI, with potential influence on therapeutic decision. The aim of this retrospective study was to evaluate our initial clinical experience with MRI-guided vacuum-assisted breast biopsy as an alternative to surgical excision and to investigate the outcome of MRI-guided breast biopsy as a function of the MRI features of the lesions. PATIENTS AND METHODS.: In 14 women (median age 51 years) with 14 MRI-detected lesions, MRI-guided vacuum-assisted breast biopsy was performed. We evaluated the MRI findings that led to biopsy and we investigated the core and postoperative histology results and follow-up data. RESULTS The biopsy was technically successful in 14 (93%) of 15 women. Of 14 biopsies in 14 women, core histology revealed 6 malignant (6/14, 43%), 6 benign (6/14, 43%) and 2 high-risk (2/14, 14%) lesions. Among the 6 cancer 3 were invasive and 3 were ductal carcinoma in situ (DCIS). The probability of malignancy in our experience was higher for non-mass lesion type and for washout and plateau kinetics. CONCLUSIONS Our initial experience confirms that MRI-guided vacuum-assisted biopsy is fast, safe and accurate alternative to surgical biopsy for breast lesions detected at MRI only.
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Leoni L, Dhyani A, La Riviere P, Vogt S, Lai B, Roman BB. β-Cell subcellular localization of glucose-stimulated Mn uptake by X-ray fluorescence microscopy: implications for pancreatic MRI. CONTRAST MEDIA & MOLECULAR IMAGING 2012; 6:474-81. [PMID: 22144025 DOI: 10.1002/cmmi.447] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Manganese (Mn) is a calcium (Ca) analog that has long been used as a magnetic resonance imaging (MRI) contrast agent for investigating cardiac tissue functionality, for brain mapping and for neuronal tract tracing studies. Recently, we have extended its use to investigate pancreatic β-cells and showed that, in the presence of MnCl(2), glucose-activated pancreatic islets yield significant signal enhancement in T(1)-weigheted MR images. In this study, we exploited for the first time the unique capabilities of X-ray fluorescence microscopy (XFM) to both visualize and quantify the metal in pancreatic β-cells at cellular and subcellular levels. MIN-6 insulinoma cells grown in standard tissue culture conditions had only a trace amount of Mn, 1.14 ± 0.03 × 10(-11)µg/µm(2), homogenously distributed across the cell. Exposure to 2 mM glucose and 50 µM MnCl(2) for 20 min resulted in nonglucose-dependent Mn uptake and the overall cell concentration increased to 8.99 ± 2.69 × 10(-11) µg/µm(2). When cells were activated by incubation in 16 mM glucose in the presence of 50 µM MnCl(2), a significant increase in cytoplasmic Mn was measured, reaching 2.57 ± 1.34 × 10(-10) µg/µm(2). A further rise in intracellular concentration was measured following KCl-induced depolarization, with concentrations totaling 1.25 ± 0.33 × 10(-9) and 4.02 ± 0.71 × 10(-10) µg/µm(2) in the cytoplasm and nuclei, respectively. In both activated conditions Mn was prevalent in the cytoplasm and localized primarily in a perinuclear region, possibly corresponding to the Golgi apparatus and involving the secretory pathway. These data are consistent with our previous MRI findings, confirming that Mn can be used as a functional imaging reporter of pancreatic β-cell activation and also provide a basis for understanding how subcellular localization of Mn will impact MRI contrast.
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Affiliation(s)
- Lara Leoni
- Department of Radiology, Committee on Medical Physics, University of Chicago, Chicago, IL 60637, USA
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Li X, Welch EB, Chakravarthy AB, Xu L, Arlinghaus LR, Farley J, Mayer IA, Kelley MC, Meszoely IM, Means-Powell J, Abramson VG, Grau AM, Gore JC, Yankeelov TE. Statistical comparison of dynamic contrast-enhanced MRI pharmacokinetic models in human breast cancer. Magn Reson Med 2011; 68:261-71. [PMID: 22127821 DOI: 10.1002/mrm.23205] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2011] [Revised: 08/09/2011] [Accepted: 08/14/2011] [Indexed: 11/07/2022]
Abstract
By fitting dynamic contrast-enhanced MRI data to an appropriate pharmacokinetic model, quantitative physiological parameters can be estimated. In this study, we compare four different models by applying four statistical measures to assess their ability to describe dynamic contrast-enhanced MRI data obtained in 28 human breast cancer patient sets: the chi-square test (χ(2)), Durbin-Watson statistic, Akaike information criterion, and Bayesian information criterion. The pharmacokinetic models include the fast exchange limit model with (FXL_v(p)) and without (FXL) a plasma component, and the fast and slow exchange regime models (FXR and SXR, respectively). The results show that the FXL_v(p) and FXR models yielded the smallest χ(2) in 45.64 and 47.53% of the voxels, respectively; they also had the smallest number of voxels showing serial correlation with 0.71 and 2.33%, respectively. The Akaike information criterion indicated that the FXL_v(p) and FXR models were preferred in 42.84 and 46.59% of the voxels, respectively. The Bayesian information criterion also indicated the FXL_v(p) and FXR models were preferred in 39.39 and 45.25% of the voxels, respectively. Thus, these four metrics indicate that the FXL_v(p) and the FXR models provide the most complete statistical description of dynamic contrast-enhanced MRI time courses for the patients selected in this study.
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Affiliation(s)
- Xia Li
- Institute of Imaging Science, Vanderbilt University, Nashville, Tennessee 37232-2310, USA
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Delfino R, Altissimo M, Menk RH, Alberti R, Klatka T, Frizzi T, Longoni A, Salomè M, Tromba G, Arfelli F, Clai M, Vaccari L, Lorusso V, Tiribelli C, Pascolo L. X-ray fluorescence elemental mapping and microscopy to follow hepatic disposition of a Gd-based magnetic resonance imaging contrast agent. Clin Exp Pharmacol Physiol 2011; 38:834-45. [DOI: 10.1111/j.1440-1681.2011.05618.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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45
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Jansen SA, Shimauchi A, Zak L, Fan X, Karczmar GS, Newstead GM. The diverse pathology and kinetics of mass, nonmass, and focus enhancement on MR imaging of the breast. J Magn Reson Imaging 2011; 33:1382-9. [PMID: 21591007 DOI: 10.1002/jmri.22567] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
PURPOSE To compare the pathology and kinetic characteristics of breast lesions with focus-, mass-, and nonmass-like enhancement. MATERIALS AND METHODS A total of 852 MRI detected breast lesions in 697 patients were selected for an IRB approved review. Patients underwent dynamic contrast enhanced MRI using one pre- and three to six postcontrast T(1)-weighted images. The "type" of enhancement was classified as mass, nonmass, or focus, and kinetic curves quantified by the initial enhancement percentage (E(1)), time to peak enhancement (T(peak)), and signal enhancement ratio (SER). These kinetic parameters were compared between malignant and benign lesions within each morphologic type. RESULTS A total of 552 lesions were classified as mass (396 malignant, 156 benign), 261 as nonmass (212 malignant, 49 benign), and 39 as focus (9 malignant, 30 benign). The most common pathology of malignant/benign lesions by morphology: for mass, invasive ductal carcinoma/fibroadenoma; for nonmass, ductal carcinoma in situ (DCIS)/fibrocystic change(FCC); for focus, DCIS/FCC. Benign mass lesions exhibited significantly lower E(1), longer T(peak), and lower SER compared with malignant mass lesions (P < 0.0001). Benign nonmass lesions exhibited only a lower SER compared with malignant nonmass lesions (P < 0.01). CONCLUSION By considering the diverse pathology and kinetic characteristics of different lesion morphologies, diagnostic accuracy may be improved.
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Affiliation(s)
- Sanaz A Jansen
- Department of Radiology, The University of Chicago, Chicago, Illinois 60637, USA
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Meyerson AF, Lessing JN, Itakura K, Hylton NM, Wolverton DE, Joe BN, Esserman LJ, Hwang ES. Outcome of long term active surveillance for estrogen receptor-positive ductal carcinoma in situ. Breast 2011; 20:529-33. [PMID: 21843942 DOI: 10.1016/j.breast.2011.06.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2010] [Revised: 05/20/2011] [Accepted: 06/03/2011] [Indexed: 12/21/2022] Open
Abstract
INTRODUCTION An option for active surveillance is not currently offered to patients with ductal carcinoma in situ (DCIS); however a small number of women decline standard surgical treatment for noninvasive cancer. The purpose of this study was to assess outcomes in a cohort of 14 well-informed women who elected non-surgical active surveillance with endocrine treatment alone for estrogen receptor-positive DCIS. METHODS Retrospective review of 14 women, 12 of whom were enrolled in an IRB-approved single-arm study of 3 months of neoadjuvant endocrine therapy prior to definitive surgical management. The patients in this report withdrew from the parent study opting instead for active surveillance with endocrine treatment and imaging. RESULTS 8 women had surgery at a median follow up of 28.3 months (range 10.1-70 months), 5 had stage I IDC at surgical excision, and 3 had DCIS alone. 6 women remain on surveillance without evidence of invasive disease for a median of 31.8 months (range 11.8-80.8 months). CONCLUSION Long-term active surveillance for DCIS is feasible in a well-informed patient population, but is associated with risk of invasive cancer at surgical excision.
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Affiliation(s)
- Anna F Meyerson
- University of California, San Francisco, Department of Radiology, 1600 Divisadero Street, Ste C-250, San Francisco, CA 94115, USA
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47
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Jansen SA. Ductal Carcinoma In Situ: Detection, Diagnosis, and Characterization with Magnetic Resonance Imaging. Semin Ultrasound CT MR 2011; 32:306-18. [DOI: 10.1053/j.sult.2011.02.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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48
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Jansen SA, Conzen SD, Fan X, Markiewicz E, Krausz T, Newstead GM, Karczmar GS. In vivo MRI of early stage mammary cancers and the normal mouse mammary gland. NMR IN BIOMEDICINE 2011; 24:880-7. [PMID: 21264977 PMCID: PMC4251780 DOI: 10.1002/nbm.1643] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2010] [Revised: 10/14/2010] [Accepted: 10/14/2010] [Indexed: 05/30/2023]
Abstract
Since the advent of screening mammography, approximately one-quarter of newly diagnosed breast cancers are at the earliest preinvasive stage of ductal carcinoma in situ (DCIS). Concomitant with this improvement in early detection has been a growing clinical concern that distinguishing aggressive from indolent DCIS is necessary to optimize patient management. Genetically engineered mouse models offer an appealing experimental framework in which to investigate factors that influence and predict progression of preinvasive neoplasias. Because of the small size of early stage carcinomas in mice, high-resolution imaging techniques are required to effectively observe longitudinal progression. The purpose of the present study was to evaluate the feasibility of MRI for assessment of in situ mammary neoplasias and early invasive mammary cancers that stochastically arise in mammary glands of C3(1) SV40 Tag transgenic mice. Additionally, images of normal mammary glands from wild-type FVB/N mice were acquired and compared with those from transgenic mice. Sixteen mice underwent MR examinations employing axial two-dimensional multi-slice gradient recalled echo scans (TR/TE =∼1000/5.5 ms) with fat suppression in a two-step process targeting both the upper and lower mammary glands. MRI successfully detected in situ and early invasive neoplasias in transgenic mice with high sensitivity and specificity. The average signal-to-noise ratio (SNR) of in situ lesions on fat-suppressed high-resolution T(1) -weighted images was 22.9, which was lower than that of invasive tumors, lymph nodes and muscle (average SNR of 29.5-34.9, p < 0.0001) but significantly higher than that of normal mammary tissue (average SNR = 5.5, p < 0.0001). Evaluation of wild-type mammary glands revealed no cancerous or benign lesions, and comparable image contrast characteristics (average SNR = 5.2) as compared with normal tissue areas of transgenic mice. This present study demonstrates that MRI is an excellent candidate for performing longitudinal assessment of early stage mammary cancer disease progression and response to therapy in the transgenic model system.
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Affiliation(s)
- Sanaz A Jansen
- Department of Radiology, University of Chicago, Chicago, IL, USA
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Management of breast magnetic resonance imaging-detected lesions. Can Assoc Radiol J 2011; 63:192-206. [PMID: 21798693 DOI: 10.1016/j.carj.2010.11.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2010] [Revised: 11/09/2010] [Accepted: 11/12/2010] [Indexed: 11/21/2022] Open
Abstract
Breast magnetic resonance imaging (MRI) has become an essential component of breast imaging. Whether it is used as a problem-solving tool or a screening test or for staging patients with breast cancer, it detects many lesions in the breast. The challenge for the radiologist is to distinguish significant from insignificant lesions and to direct their management. A brief summary of the terminology according to the American College of Radiologists lexicon will be provided. This review article will cover the differential diagnosis of enhancing lesions, including masses and nonmass enhancement, from benign and malignant causes. Some of the specific morphologic and kinetic features that help to differentiate benign from malignant lesions will be illustrated, and positive predictive values of these features will be reviewed. The various methods of investigating enhancing lesions of the breast will be discussed, including second-look ultrasound, ultrasound-guided biopsy, stereotactic biopsy, and MRI-guided biopsy. A practical approach to the management of MRI-detected lesions will include timing of follow-up, when to biopsy and when to ignore enhancing lesions in the breast.
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50
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Keto JL, Kirstein L, Sanchez DP, Fulop T, McPartland L, Cohen I, Boolbol SK. MRI Versus Breast-Specific Gamma Imaging (BSGI) in Newly Diagnosed Ductal Cell Carcinoma-in-situ: A Prospective Head-to-Head Trial. Ann Surg Oncol 2011; 19:249-52. [DOI: 10.1245/s10434-011-1848-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2011] [Indexed: 11/18/2022]
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