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Hua B, Yang G, Wang Y, Chen J, Rong X, Yuan T, Quan G. Diagnostic performance of the Kaiser score for contrast-enhanced mammography and magnetic resonance imaging in breast masses: A Comparative Study. Acad Radiol 2024:S1076-6332(24)00701-3. [PMID: 39395886 DOI: 10.1016/j.acra.2024.09.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 09/24/2024] [Accepted: 09/24/2024] [Indexed: 10/14/2024]
Abstract
RATIONALE AND OBJECTIVES The Kaiser score (KS) is a simple and intuitive machine-learning derived decision rule for characterizing breast lesions in a clinical setting and screening for breast cancer. The present study aims to investigate the applicability of the KS for contrast-enhanced mammography (CEM) in breast masses, and to compare its diagnostic accuracy with magnetic resonance imaging (MRI). CEM may provide an alternative option for patients with breast masses, especially for those with MRI contraindications. MATERIALS AND METHODS Two hundred and seventy-five patients with breast enhanced masses were included in the study from May 2019 to September 2022. Patients were further divided into benign and malignant groups based on pathological diagnosis. The CEM and MRI imaging characteristics of these two groups were analyzed statistically. The paired chi-square and Cohen's kappa coefficient (κ) analysis were used to compare imaging characteristics between CEM and MRI. The Breast Imaging Reporting and Data System (BI-RADS) and KS for CEM and MRI were evaluated based on imaging characteristics. The diagnostic performance of BI-RADS and KS for CEM and MRI was assessed and compared using receiver operating characteristic (ROC) analysis and DeLong's test. RESULTS The imaging characteristics of root sign, time-signal intensity curve (TIC/mTIC), margin, internal enhancement pattern (IEP), edema, apparent diffusion coefficient (ADC) values, and suspicious malignant microcalcifications showed significant differences between benign and malignant lesions (all p ≤ 0.011). The detection rate of root sign and margin showed substantial agreement between CEM and MRI (κ = 0.656, κ = 0.640), but IEP, TIC/mTIC, and edema showed poor agreement (κ = 0.380, κ = 0.320, κ = 0.324). For all lesion analyses, the area under the curves (AUCs) of the KS (0.897 ∼ 0.932) were higher than that of BI-RADS (0.691) in CEM (all p < 0.001). The AUC of KS (calcification)-CEM (0.932) was higher than those of both KS-CEM and KS (edema)-CEM (0.897 and 0.899) (all p < 0.001). For subgroup analyses, the AUCs of the KS (0.875 ∼ 0.876) were higher than that of BI-RADS (0.740) in MRI (all p < 0.001). The AUCs of KS-MRI (0.876) and KS (ADC)-MRI (0.875) were similar to those of KS-CEM (0.878) and KS (edema)-CEM (0.870) (all p > 0.100). The AUC of KS (calcification)-CEM (0.934) was slightly higher than those of both KS-MRI (0.876) and KS (ADC)-MRI (0.875), but no significant difference was observed (p = 0.051; p = 0.071). CONCLUSION The KS for CEM provided high diagnostic accuracy in distinguishing breast masses, comparable to that of MRI. The application of KS (calcification)-CEM combined with suspicious malignant microcalcifications can improve diagnostic efficiency with an AUC of 0.932 ∼ 0.934. However, edema did not significantly improve performance when using the KS for CEM.
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Affiliation(s)
- Bei Hua
- Department of Radiology and Nuclear Medicine, The First Hospital of Hebei Medical University, No.89 Donggang road, Shijiazhuang, Hebei, China (B.H., Y.W.)
| | - Guang Yang
- Department of Radiology, The Fourth Hospital of Hebei Medical University, No.12 Jiankang road, Shijiazhuang, Hebei, China (G.Y., J.C., X.R.)
| | - Yong Wang
- Department of Radiology and Nuclear Medicine, The First Hospital of Hebei Medical University, No.89 Donggang road, Shijiazhuang, Hebei, China (B.H., Y.W.)
| | - Jun Chen
- Department of Radiology, The Fourth Hospital of Hebei Medical University, No.12 Jiankang road, Shijiazhuang, Hebei, China (G.Y., J.C., X.R.).
| | - Xiaocui Rong
- Department of Radiology, The Fourth Hospital of Hebei Medical University, No.12 Jiankang road, Shijiazhuang, Hebei, China (G.Y., J.C., X.R.)
| | - Tao Yuan
- Department of Medical imaging, The Second Hospital of Hebei Medical University, No.215 Heping West road, Shijiazhuang, Hebei, China (T.Y., G.Q.)
| | - Guanmin Quan
- Department of Medical imaging, The Second Hospital of Hebei Medical University, No.215 Heping West road, Shijiazhuang, Hebei, China (T.Y., G.Q.)
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Wu Z, Li H, Chen Z, Zhou H, Liang X, Huang X, Wang J, Chen T, Xu X, Yang Y. Encapsulated papillary carcinoma of breast: Comparative study of multimodal ultrasound manifestations and pathological features. Clin Hemorheol Microcirc 2024:CH242263. [PMID: 39392601 DOI: 10.3233/ch-242263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
OBJECTIVE To investigate the conventional ultrasound (US), contrast-enhanced ultrasound (CEUS) manifestations and the corresponding histopathological characteristics of patients diagnosed with breast encapsulated papillary carcinoma (EPC) and to explore the value of CEUS in diagnosis of EPC. METHODS The clinical, pathological, US, and CEUS features of 16 patients (17 lesions) with EPC confirmed by postoperative histopathology were retrospectively analyzed. RESULTS EPC was prevalent in the postmenopausal women. The majority of conventional US images of EPC showed complex cystic and solid masses with circumscribed margins (70.6%), enhanced posterior echo (94.1%), no sonographic calcification (88.2%), rich blood flow in the solid components within lesions (70.6%) on Color Doppler flow imaging, and high resistance index of blood flow (94.1%). Moreover, CEUS showed mainly centripetal hyperenhancement of the solid components within the lesions with irregular outline, and the enhancement area of the whole masses was essentially the same as the B-mode US area. CONCLUSIONS EPC typically presents as a complex cystic and solid mass. CEUS is helpful to clarify the extent of the solid component and facilitate preoperative core-needle biopsy. A comprehensive evaluation by CEUS is valuable for diagnosing EPC and combining it with clinical features are helpful to further improve the diagnosis of this rare kind of breast cancer.
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Affiliation(s)
- Zehong Wu
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- The First Clinical Medical College of Guangdong Medical University, Zhanjiang, China
| | - Huajuan Li
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Zihao Chen
- The First Clinical Medical College of Guangdong Medical University, Zhanjiang, China
| | - Honglian Zhou
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xin Liang
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xing Huang
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Jiexin Wang
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Ting Chen
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Xiaohong Xu
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Yuping Yang
- Department of Ultrasonography, the Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
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Zhang X, Kong H, Liu X, Li Q, Fang X, Wang J, Qin Z, Hu N, Tian J, Cui H, Zhang L. Nomograms for predicting recurrence of HER2-positive breast cancer with different HR status based on ultrasound and clinicopathological characteristics. Cancer Med 2024; 13:e70146. [PMID: 39248049 PMCID: PMC11381954 DOI: 10.1002/cam4.70146] [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: 10/13/2023] [Revised: 08/12/2024] [Accepted: 08/14/2024] [Indexed: 09/10/2024] Open
Abstract
PURPOSE This study aimed to identify ultrasound and clinicopathological characteristics related to recurrence in HER2-positive (HER2+) breast cancer, and to develop nomograms for predicting recurrence. METHODS In this dual-center study, we retrospectively enrolled 570 patients with HER2+ breast cancer. The ultrasound and clinicopathological characteristics of hormone receptor (HR)-/HER2+ patients and HR+/HER2+ patients were analyzed separately according to HR status. Eighty percent of the original samples from HR-/HER2+ and HR+/HER2+ patients were extracted by bootstrap sampling as the training cohorts, while the remaining 20% were used as the external validation cohorts. Informative characteristics were screened through univariate and multivariable Cox regression in the training cohorts and used to develop nomograms for predicting recurrence. The predictive accuracy was calculated using Harrell's C-index and calibration curves. RESULTS Three informative characteristics (axillary nodal status, calcification, and Adler degree) were identified in HR-/HER2+ patients, and another three (histological grade, axillary nodal status, and echogenic halo) in HR+/HER2+ patients. Based on these, two separate nomograms were constructed to assess recurrence risk. In the training cohorts, the C-index was 0.740 (95% CI: 0.667-0.811) for HR-/HER2+ nomogram, and 0.749 (95% CI: 0.679-0.820) for HR+/HER2+ nomogram. In the validation cohorts, the C-index was 0.708 (95% CI: 0.540-0.877) for HR-/HER2+ group, and 0.705 (95% CI: 0.557-0.853) for HR+/HER2+ group. The calibration curves also indicated the excellent accuracy of the nomograms. CONCLUSIONS Ultrasound performance of HER2+ breast cancers with different HR status was significantly different. Nomograms integrating ultrasound and clinicopathological characteristics exhibited favorable performance and have the potential to serve as a reliable method for predicting recurrence in heterogeneous breast cancer.
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Affiliation(s)
- Xudong Zhang
- Department of Abdominal Ultrasound, the First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Hanqing Kong
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Xiaoxue Liu
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Qingxiang Li
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Xinran Fang
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Junjia Wang
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Zihao Qin
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Nana Hu
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Jiawei Tian
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
- Ultrasound molecular imaging Joint laboratory of Heilongjiang province (International Cooperation), Harbin, Heilongjiang, China
| | - Hao Cui
- Department of Ultrasound Medicine, the Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
- Ultrasound molecular imaging Joint laboratory of Heilongjiang province (International Cooperation), Harbin, Heilongjiang, China
| | - Lei Zhang
- Department of Abdominal Ultrasound, the First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
- Ultrasound molecular imaging Joint laboratory of Heilongjiang province (International Cooperation), Harbin, Heilongjiang, China
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Shin J, Woo OH, Shin HS, Song SE, Cho KR, Seo BK. Diagnostic Performance of Digital Breast Tomosynthesis with the Two-Dimensional Synthesized Mammogram for Suspicious Breast Microcalcifications Compared to Full-Field Digital Mammography in Stereotactic Breast Biopsy. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2022; 83:1090-1103. [PMID: 36276204 PMCID: PMC9574291 DOI: 10.3348/jksr.2021.0105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 08/02/2021] [Accepted: 09/23/2021] [Indexed: 11/17/2022]
Abstract
Purpose To evaluate the diagnostic performance of digital breast tomosynthesis (DBT) with the two-dimensional synthesized mammogram (2DSM), compared to full-field digital mammography (FFDM), for suspicious microcalcifications in the breast ahead of stereotactic biopsy and to assess the diagnostic image visibility of the images. Materials and Methods This retrospective study involved 189 patients with microcalcifications, which were histopathologically verified by stereotactic breast biopsy, who underwent DBT with 2DSM and FFDM between January 8, 2015, and January 20, 2020. Two radiologists assessed all cases of microcalcifications based on Breast Imaging Reporting and Data System (BI-RADS) independently. They were blinded to the histopathologic outcome and additionally evaluated lesion visibility using a five-point scoring scale. Results Overall, the inter-observer agreement was excellent (0.9559). Under the setting of category 4A as negative due to the low possibility of malignancy and to avoid the dilution of malignancy criteria in our study, McNemar tests confirmed no significant difference between the performances of the two modalities in detecting microcalcifications with a high potential for malignancy (4B, 4C, or 5; p = 0.1573); however, the tests showed a significant difference between their performances in detecting microcalcifications with a high potential for benignancy (4A; p = 0.0009). DBT with 2DSM demonstrated superior visibility and diagnostic performance than FFDM in dense breasts. Conclusion DBT with 2DSM is superior to FFDM in terms of total diagnostic accuracy and lesion visibility for benign microcalcifications in dense breasts. This study suggests a promising role for DBT with 2DSM as an accommodating tool for stereotactic biopsy in female with dense breasts and suspicious breast microcalcifications.
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Zhang R, Wei W, Li R, Li J, Zhou Z, Ma M, Zhao R, Zhao X. An MRI-Based Radiomics Model for Predicting the Benignity and Malignancy of BI-RADS 4 Breast Lesions. Front Oncol 2022; 11:733260. [PMID: 35155178 PMCID: PMC8833233 DOI: 10.3389/fonc.2021.733260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 12/08/2021] [Indexed: 11/16/2022] Open
Abstract
Objectives The probability of Breast Imaging Reporting and Data Systems (BI-RADS) 4 lesions being malignant is 2%–95%, which shows the difficulty to make a diagnosis. Radiomics models based on magnetic resonance imaging (MRI) can replace clinicopathological diagnosis with high performance. In the present study, we developed and tested a radiomics model based on MRI images that can predict the malignancy of BI-RADS 4 breast lesions. Methods We retrospective enrolled a total of 216 BI-RADS 4 patients MRI and clinical information. We extracted 3,474 radiomics features from dynamic contrast-enhanced (DCE), T2-weighted images (T2WI), and diffusion-weighted imaging (DWI) MRI images. Least absolute shrinkage and selection operator (LASSO) and logistic regression were used to select features and build radiomics models based on different sequence combinations. We built eight radiomics models which were based on DCE, DWI, T2WI, DCE+DWI, DCE+T2WI, DWI+T2WI, and DCE+DWI+T2WI and a clinical predictive model built based on the visual assessment of radiologists. A nomogram was constructed with the best radiomics signature combined with patient characteristics. The calibration curves for the radiomics signature and nomogram were conducted, combined with the Hosmer-Lemeshow test. Results Pearson’s correlation was used to eliminate 3,329 irrelevant features, and then LASSO and logistic regression were used to screen the remaining feature coefficients for each model we built. Finally, 12 related features were obtained in the model which had the best performance. These 12 features were used to build a radiomics model in combination with the actual clinical diagnosis of benign or malignant lesion labels we have obtained. The best model built by 12 features from the 3 sequences has an AUC value of 0.939 (95% CI, 0.884-0.994) and an accuracy of 0.931 in the testing cohort. The sensitivity, specificity, precision and Matthews correlation coefficient (MCC) of testing cohort are 0.932, 0.923, 0.982, and 0.791, respectively. The nomogram has also been verified to have calibration curves with good overlap. Conclusions Radiomics is beneficial in the malignancy prediction of BI-RADS 4 breast lesions. The radiomics predictive model built by the combination of DCE, DWI, and T2WI sequences has great application potential.
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Affiliation(s)
- Renzhi Zhang
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Wei
- School of Electronics and Information, Xi’an Polytechnic University, Xi’an, China
| | - Rang Li
- College of Engineering, Boston University, Boston, MA, United States
- Faculty of Environment and Life, Beijing University of Technology, Beijing, China
| | - Jing Li
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhuhuang Zhou
- Faculty of Environment and Life, Beijing University of Technology, Beijing, China
| | - Menghang Ma
- School of Electronics and Information, Xi’an Polytechnic University, Xi’an, China
| | - Rui Zhao
- School of Electronics and Information, Xi’an Polytechnic University, Xi’an, China
| | - Xinming Zhao
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- *Correspondence: Xinming Zhao,
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TRPM7 Ion Channel: Oncogenic Roles and Therapeutic Potential in Breast Cancer. Cancers (Basel) 2021; 13:cancers13246322. [PMID: 34944940 PMCID: PMC8699295 DOI: 10.3390/cancers13246322] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/13/2021] [Accepted: 12/14/2021] [Indexed: 12/20/2022] Open
Abstract
Simple Summary Breast cancer is the most frequently diagnosed malignant tumor and the second leading cause of cancer death in women worldwide. The risk of developing breast cancer is 12.8%, i.e., 1 in 8 people, and a woman’s risk of dying is approximately 1 in 39. Calcium signals play an important role in various cancers and transport calcium ions may have altered expression in breast cancer, such as the TRPM7 calcium permeant ion channel, where overexpression may be associated with a poor prognosis. This review focuses on the TRPM7 channel, and the oncogenic roles studied so far in breast cancer. The TRPM7 ion channel is suggested as a potential and prospective target in the diagnosis and treatment of breast cancer. Abstract The transient receptor potential melastatin-subfamily member 7 (TRPM7) is a divalent cations permeant channel but also has intrinsic serine/threonine kinase activity. It is ubiquitously expressed in normal tissues and studies have indicated that it participates in important physiological and pharmacological processes through its channel-kinase activity, such as calcium/magnesium homeostasis, phosphorylation of proteins involved in embryogenesis or the cellular process. Accumulating evidence has shown that TRPM7 is overexpressed in human pathologies including breast cancer. Breast cancer is the second leading cause of cancer death in women with an incidence rate increase of around 0.5% per year since 2004. The overexpression of TRPM7 may be associated with a poor prognosis in breast cancer patients, so more efforts are needed to research a new therapeutic target. TRPM7 regulates the levels of Ca2+, which can alter the signaling pathways involved in survival, cell cycle progression, proliferation, growth, migration, invasion, epithelial-mesenchymal transition and thus determines cell behavior, promoting tumor development. This work provides a complete overview of the TRPM7 ion channel and its main involvements in breast cancer. Special consideration is given to the modulation of the channel as a potential target in breast cancer treatment by inhibition of proliferation, migration and invasion. Taken together, these data suggest the potential exploitation of TRPM7 channel-kinase as a therapeutic target and a diagnostic biomarker.
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Wang D, Wang X, Huang L, Pan Z, Liu K, Du B, Xue Y, Li B, Zhang Y, Wang H, Li D, Sun H. Unraveling an Innate Mechanism of Pathological Mineralization-Regulated Inflammation by a Nanobiomimetic System. Adv Healthc Mater 2021; 10:e2101586. [PMID: 34601825 DOI: 10.1002/adhm.202101586] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 09/15/2021] [Indexed: 12/18/2022]
Abstract
Pathological mineralization (PTM) often occurs under inflammation and affects the prognosis of diseases, such as atherosclerosis and cancers. However, how the PTM impacts inflammation has not been well explored. Herein, poly lactic-co-glycolic acid (PLGA)/gelatin/hydroxyapatite (HA) electrospun nanofibers are rationally designed as an ideal PTM microenvironment biomimetic system for unraveling the role of PTM on inflammation. The results demonstrate that the inflammatory response decreases continuously during the process of mineralization. When mature macromineralization forms, the inflammation almost completely disappears. Mechanistically, the PTM formation is mediated by matrix proteins, local high calcium, and cell debris (nuclei), or actively regulated by the lysosomal/plasma membrane components secreted by macrophages. These inflammatory inducible factors (calcium, cell debris, etc.) can be "buried" through PTM process, resulting in reduced immune responses. Overall, the present study demonstrates that PTM is an innate mechanism of inflammation subsidence, providing valuable insight into understanding the action of mineralization on inflammation.
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Affiliation(s)
- Dongyang Wang
- Jilin Provincial Key Laboratory of Tooth Development and Bone Remodeling, Hospital of Stomatology, Jilin University, 763 Heguang Road, Changchun, Jilin, 130021, P. R. China
| | - Xiaomeng Wang
- Jilin Provincial Key Laboratory of Tooth Development and Bone Remodeling, Hospital of Stomatology, Jilin University, 763 Heguang Road, Changchun, Jilin, 130021, P. R. China
| | - Lei Huang
- Jilin Provincial Key Laboratory of Tooth Development and Bone Remodeling, Hospital of Stomatology, Jilin University, 763 Heguang Road, Changchun, Jilin, 130021, P. R. China
| | - Ziyi Pan
- Jilin Provincial Key Laboratory of Tooth Development and Bone Remodeling, Hospital of Stomatology, Jilin University, 763 Heguang Road, Changchun, Jilin, 130021, P. R. China
| | - Kexuan Liu
- Jilin Provincial Key Laboratory of Tooth Development and Bone Remodeling, Hospital of Stomatology, Jilin University, 763 Heguang Road, Changchun, Jilin, 130021, P. R. China
| | - Beibei Du
- Department of Cardiology, China-Japan Union Hospital of Jilin University, No. 126 Xiantai Avenue, Changchun, Jilin, 130033, P. R. China
| | - Ying Xue
- HOOKE Instruments Ltd., 77 Yingkou Road, Changchun, Jilin, 130033, P. R. China
| | - Bei Li
- HOOKE Instruments Ltd., 77 Yingkou Road, Changchun, Jilin, 130033, P. R. China
- The State Key Lab of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, CAS, 3888 East Nanhu Road, Changchun, Jilin, 130033, P. R. China
| | - Yuan Zhang
- Department of Anesthesiology, The First Hospital of Jilin University, 71 Xinmin Street, Changchun, Jilin, 130021, P. R. China
| | - Huan Wang
- State Key Laboratory of Rare Earth Resources Utilization and Laboratory of Chemical Biology, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, 5625 Renmin Street, Changchun, Jilin, 130022, P. R. China
| | - Daowei Li
- Jilin Provincial Key Laboratory of Tooth Development and Bone Remodeling, Hospital of Stomatology, Jilin University, 763 Heguang Road, Changchun, Jilin, 130021, P. R. China
| | - Hongchen Sun
- Jilin Provincial Key Laboratory of Tooth Development and Bone Remodeling, Hospital of Stomatology, Jilin University, 763 Heguang Road, Changchun, Jilin, 130021, P. R. China
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Huang JL, Lin Q. Benefit of digital breast tomosynthesis in symptomatic young women (≤30 years) diagnosed with BI-RADS category 4 or 5 on ultrasound. Clin Radiol 2021; 77:e55-e63. [PMID: 34763818 DOI: 10.1016/j.crad.2021.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 10/06/2021] [Indexed: 11/25/2022]
Abstract
AIM To evaluate the addition of digital breast tomosynthesis (DBT) in the diagnosis of breast lesions in symptomatic young Chinese women (≤30 years) diagnosed with Breast Imaging Reporting and Data System (BI-RADS) category 4 or 5 on ultrasound, and demonstrate the potential use of combining DBT with ultrasound. MATERIALS AND METHODS This retrospective analysis included 5 years of digital mammography (DM) and DBT data (January 2015 to July 2020). In total, 768 DBT and DM examinations were performed in 713 young women. The results were determined by pathological assessment. Diagnostic performance was measured based on the sensitivity, specificity, accuracy, positive predictive value (PPV), negative predictive value (NPV), and receiver operating characteristic area under the curve (AUC). RESULTS Compared with DM alone, DBT + DM increased the sensitivity from 82.5% to 93.2%, specificity from 70.8% to 84%, accuracy from 74% to 86.5%, NPV from 93.6% to 97.4% (all p<0.01). The AUC of DBT + DM (0.946, 95% confidence interval [CI]: 0.927-0.960) was greater than that of DM (0.884, 95% CI: 0.859-0.905; p<0.001). The differences in the BI-RADS category distributions of malignant and benign lesions were both statistically significant (p<0.001). DM alone led to 36 false-negative diagnoses, whereas the inclusion of DBT identified breast cancer in 22 of those cases. There were 4.9% (10/206) false-negative diagnoses in ultrasound. After adding DBT, four breast cancers were detected. An additional six breast cancers were diagnosed by biopsy based on an assessment of BI-RADS 4A by DBT/DM. CONCLUSION DBT + DM significantly improves the diagnostic performance in this young population, especially in young people with higher breast density. Moreover, DBT is an effective supplementary examination to ultrasound.
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Affiliation(s)
- J L Huang
- Department of Breast Radiology, Affiliated Hospital of Qingdao University, The Qingdao University, No. 16, Jiangsu Road, Qingdao 266100, Shandong province, China
| | - Q Lin
- Department of Breast Radiology, Affiliated Hospital of Qingdao University, The Qingdao University, No. 16, Jiangsu Road, Qingdao 266100, Shandong province, China.
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Ian TWM, Tan EY, Chotai N. Role of mammogram and ultrasound imaging in predicting breast cancer subtypes in screening and symptomatic patients. World J Clin Oncol 2021; 12:808-822. [PMID: 34631444 PMCID: PMC8479344 DOI: 10.5306/wjco.v12.i9.808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 06/24/2021] [Accepted: 08/03/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Breast cancer (BC) radiogenomics, or correlation analysis of imaging features and BC molecular subtypes, can complement genetic analysis with less resource-intensive diagnostic methods to provide an early and accurate triage of BC. This is pertinent because BC is the most prevalent cancer amongst adult women, resulting in rising demands on public health resources.
AIM To find combinations of mammogram and ultrasound imaging features that predict BC molecular subtypes in a sample of screening and symptomatic patients.
METHODS This retrospective study evaluated 328 consecutive patients in 2017-2018 with histologically confirmed BC, of which 237 (72%) presented with symptoms and 91 (28%) were detected via a screening program. All the patients underwent mammography and ultrasound imaging prior to biopsy. The images were retrospectively read by two breast-imaging radiologists with 5-10 years of experience with no knowledge of the histology results to ensure statistical independence. To test the hypothesis that imaging features are correlated with tumor subtypes, univariate binomial and multinomial logistic regression models were performed. Our study also used the multivariate logistic regression (with and without interaction terms) to identify combinations of mammogram and ultrasound (US) imaging characteristics predictive of molecular subtypes.
RESULTS The presence of circumscribed margins, posterior enhancement, and large size is correlated with triple-negative BC (TNBC), while high-risk microcalcifications and microlobulated margins is predictive of HER2-enriched cancers. Ductal carcinoma in situ is characterized by small size on ultrasound, absence of posterior acoustic features, and architectural distortion on mammogram, while luminal subtypes tend to be small, with spiculated margins and posterior acoustic shadowing (Luminal A type). These results are broadly consistent with findings from prior studies. In addition, we also find that US size signals a higher odds ratio for TNBC if presented during screening. As TNBC tends to display sonographic features such as circumscribed margins and posterior enhancement, resulting in visual similarity with benign common lesions, at the screening stage, size may be a useful factor in deciding whether to recommend a biopsy.
CONCLUSION Several imaging features were shown to be independent variables predicting molecular subtypes of BC. Knowledge of such correlations could help clinicians stratify BC patients, possibly enabling earlier treatment or aiding in therapeutic decisions in countries where receptor testing is not readily available.
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Affiliation(s)
- Tay Wei Ming Ian
- Department of Diagnostic Radiology, Singapore General Hospital, Singapore 101070, Singapore
| | - Ern Yu Tan
- Department of General Surgery, Tan Tock Seng Hospital, Singapore 308433, Singapore
| | - Niketa Chotai
- Department of Diagnostic Radiology, Tan Tock Seng Hospital, Singapore 308433, Singapore
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10
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Green L. Radiogenomics and DCIS: Can the Mammographic Appearance of Microcalcifications Tell us More Than Just the Likelihood of Malignancy? Acad Radiol 2021; 28:969-971. [PMID: 33451900 DOI: 10.1016/j.acra.2021.01.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 01/05/2021] [Indexed: 02/01/2023]
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11
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Unravelling the Encapsulation of DNA and Other Biomolecules in HAp Microcalcifications of Human Breast Cancer Tissues by Raman Imaging. Cancers (Basel) 2021; 13:cancers13112658. [PMID: 34071374 PMCID: PMC8198780 DOI: 10.3390/cancers13112658] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 05/22/2021] [Accepted: 05/25/2021] [Indexed: 01/01/2023] Open
Abstract
Simple Summary Although microcalcifications can be considered one of the first indicators of suspicious cancer lesions, depending on their morphology and distribution, the formation of hydroxyapatite calcifications and their relationship with malignancy remains unknown. In this work, we investigate in depth the biochemical composition of breast cancer microcalcifications, combining Raman spectroscopy imaging and advanced multivariate analysis. We demonstrate that DNA is naturally adsorbed and encapsulated inside hydroxyapatite found in breast cancer tissue. Furthermore, we also show the encapsulation of other relevant biomolecules such as lipids, proteins, cytochrome C and polysaccharides. The demonstration of the natural DNA biomineralization in cancer tissues represents an unprecedented advance in the field, as it can pave the way to understanding the role of hydroxyapatite in malignant tissues. Abstract Microcalcifications are detected through mammography screening and, depending on their morphology and distribution (BI-RADS classification), they can be considered one of the first indicators of suspicious cancer lesions. However, the formation of hydroxyapatite (HAp) calcifications and their relationship with malignancy remains unknown. In this work, we report the most detailed three-dimensional biochemical analysis of breast cancer microcalcifications to date, combining 3D Raman spectroscopy imaging and advanced multivariate analysis in order to investigate in depth the molecular composition of HAp calcifications found in 26 breast cancer tissue biopsies. We demonstrate that DNA has been naturally adsorbed and encapsulated inside HAp microcalcifications. Furthermore, we also show the encapsulation of other relevant biomolecules in HAp calcifications, such as lipids, proteins, cytochrome C and polysaccharides. The demonstration of natural DNA biomineralization, particularly in the tumor microenvironment, represents an unprecedented advance in the field, as it can pave the way to understanding the role of HAp in malignant tissues.
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12
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Yang Y, Yang Y, Liu Z, Guo L, Li S, Sun X, Shao Z, Ji M. Microcalcification-Based Tumor Malignancy Evaluation in Fresh Breast Biopsies with Hyperspectral Stimulated Raman Scattering. Anal Chem 2021; 93:6223-6231. [PMID: 33826297 DOI: 10.1021/acs.analchem.1c00522] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Precise evaluation of breast tumor malignancy based on tissue calcifications has important practical value in the disease diagnosis, as well as the understanding of tumor development. Traditional X-ray mammography provides the overall morphologies of the calcifications but lacks intrinsic chemical information. In contrast, spontaneous Raman spectroscopy offers detailed chemical analysis but lacks the spatial profiles. Here, we applied hyperspectral stimulated Raman scattering (SRS) microscopy to extract both the chemical and morphological features of the microcalcifications, based on the spectral and spatial domain analysis. A total of 211 calcification sites from 23 patients were imaged with SRS, and the results were analyzed with a support vector machine (SVM) based classification algorithm. With optimized combinations of chemical and geometrical features of microcalcifications, we were able to reach a precision of 98.21% and recall of 100.00% for classifying benign and malignant cases, significantly improved from the pure spectroscopy or imaging based methods. Our findings may provide a rapid means to accurately evaluate breast tumor malignancy based on fresh tissue biopsies.
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Affiliation(s)
- Yifan Yang
- State Key Laboratory of Surface Physics and Department of Physics, Human Phenome Institute, Multiscale Research Institute of Complex Systems, Academy for Engineering and Technology, Key Laboratory of Micro and Nano Photonic Structures, Ministry of Education, Fudan University, Shanghai 200433, China
| | - Yinlong Yang
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Zhijie Liu
- State Key Laboratory of Surface Physics and Department of Physics, Human Phenome Institute, Multiscale Research Institute of Complex Systems, Academy for Engineering and Technology, Key Laboratory of Micro and Nano Photonic Structures, Ministry of Education, Fudan University, Shanghai 200433, China
| | - Li Guo
- State Key Laboratory of Surface Physics and Department of Physics, Human Phenome Institute, Multiscale Research Institute of Complex Systems, Academy for Engineering and Technology, Key Laboratory of Micro and Nano Photonic Structures, Ministry of Education, Fudan University, Shanghai 200433, China
| | - Shiping Li
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xiangjie Sun
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China.,Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Zhiming Shao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Minbiao Ji
- State Key Laboratory of Surface Physics and Department of Physics, Human Phenome Institute, Multiscale Research Institute of Complex Systems, Academy for Engineering and Technology, Key Laboratory of Micro and Nano Photonic Structures, Ministry of Education, Fudan University, Shanghai 200433, China
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13
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Haghayeghi K, Najibi M, Wang H, Donegan L, Wang Y. Clinicopathologic update of calcium oxalate in breast: A 15-year retrospective review. Breast J 2020; 26:1736-1741. [PMID: 32564487 DOI: 10.1111/tbj.13952] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 06/05/2020] [Accepted: 06/05/2020] [Indexed: 11/26/2022]
Abstract
Mammary malignancies are radiologically detected by presence of masses, architectural distortions or microcalcifications. Unlike calcium hydroxyapatite, calcium oxalate (CaOx) deposits have been almost exclusively associated with benign mammary processes. The etiology and mechanism of mammary CaOx deposition remains poorly understood, and the original studies elucidating its histopathologic correlation are dated several decades ago. We reviewed radiopathologic findings of breast biopsies and excisions to re-examine the clinicopathologic significance of CaOx deposits and to ascertain potential radiologic characteristics for their identification. Fifty patients from 2004 to 2019 with reported "calcium oxalate" were retrospectively reviewed. CaOx was invariably detected with histopathologic changes of nonproliferative ducts/cysts (90%, 45 of 50), and less commonly, ducts/cysts with usual ductal hyperplasia (10%, 5 of 50). CaOx was missed on one biopsy with a subsequent excision showing apocrine cyst with CaOx. Despite the benign pathological findings, mammographic findings corresponding to CaOx ranged from benign to highly suspicious with 20% categorized as benign (round or punctuate), 22% as intermediate amorphous, 14% as suspicious (coarse/heterogeneous), and 18% as highly suspicious/pleomorphic, respectively. Lobular carcinoma in situ (LCIS) was present in separate fields from CaOx containing benign ducts in two cases which were radiologically characterized as "grouped heterogeneous" and "localized linear." On imaging, more than half of the cases (52.5%) had a corresponding BI-RADS score of 4 and the calcifications were associated with variable distributions and appearances. In conclusion, this is one of the largest studies of CaOx in breast with radiology and pathology correlation. The radiologic appearances of CaOx are nonspecific from benign to highly suspicious. Identification of CaOx on the biopsy is reassuring for a benign diagnosis. Incidental atypical lesions can occur that are often not directly associated with CaOx. CaOx may be overlooked on pathologic evaluation which results in unnecessary surgery. Our findings support close radiologic-pathologic correlation for clinical decision-making pertaining to breast calcifications.
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Affiliation(s)
- Koorosh Haghayeghi
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Mehran Najibi
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Hai Wang
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Linda Donegan
- Department of Diagnostic Imaging, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Yihong Wang
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Warren Alpert Medical School of Brown University, Providence, RI, USA
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14
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He F, Springer NL, Whitman MA, Pathi SP, Lee Y, Mohanan S, Marcott S, Chiou AE, Blank BS, Iyengar N, Morris PG, Jochelson M, Hudis CA, Shah P, Kunitake JAMR, Estroff LA, Lammerding J, Fischbach C. Hydroxyapatite mineral enhances malignant potential in a tissue-engineered model of ductal carcinoma in situ (DCIS). Biomaterials 2019; 224:119489. [PMID: 31546097 PMCID: PMC6878891 DOI: 10.1016/j.biomaterials.2019.119489] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Revised: 09/06/2019] [Accepted: 09/11/2019] [Indexed: 01/21/2023]
Abstract
While ductal carcinoma in situ (DCIS) is known as a precursor lesion to most invasive breast carcinomas, the mechanisms underlying this transition remain enigmatic. DCIS is typically diagnosed by the mammographic detection of microcalcifications (MC). MCs consisting of non-stoichiometric hydroxyapatite (HA) mineral are frequently associated with malignant disease, yet it is unclear whether HA can actively promote malignancy. To investigate this outstanding question, we compared phenotypic outcomes of breast cancer cells cultured in control or HA-containing poly(lactide-co-glycolide) (PLG) scaffolds. Exposure to HA mineral in scaffolds increased the expression of pro-tumorigenic interleukin-8 (IL-8) among transformed but not benign cells. Notably, MCF10DCIS.com cells cultured in HA scaffolds adopted morphological changes associated with increased invasiveness and exhibited increased motility that were dependent on IL-8 signaling. Moreover, MCF10DCIS.com xenografts in HA scaffolds displayed evidence of enhanced malignant progression relative to xenografts in control scaffolds. These experimental findings were supported by a pathological analysis of clinical DCIS specimens, which correlated the presence of MCs with increased IL-8 staining and ductal proliferation. Collectively, our work suggests that HA mineral may stimulate malignancy in preinvasive DCIS cells and validate PLG scaffolds as useful tools to study cell-mineral interactions.
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Affiliation(s)
- Frank He
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Nora L Springer
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA; Department of Diagnostic Medicine/Pathobiology, Kansas State University College of Veterinary Medicine, Manhattan, KS, 66506, USA
| | - Matthew A Whitman
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Siddharth P Pathi
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Yeonkyung Lee
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Sunish Mohanan
- Department of Biomedical Sciences, Baker Institute for Animal Health, Cornell University, Ithaca, NY, 14853, USA
| | - Stephen Marcott
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Aaron E Chiou
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Bryant S Blank
- Cornell Center for Animal Resources and Education, College of Veterinary Medicine, Cornell University, Ithaca, NY, 14853, USA
| | - Neil Iyengar
- Breast Medicine Service, Department of Medicine, Memorial Sloan Kettering Cancer Center/Evelyn H. Lauder Breast and Imaging Center, New York, NY, 10065, USA
| | - Patrick G Morris
- Breast Medicine Service, Department of Medicine, Memorial Sloan Kettering Cancer Center/Evelyn H. Lauder Breast and Imaging Center, New York, NY, 10065, USA
| | - Maxine Jochelson
- Department of Radiology, Memorial Sloan Kettering Cancer Center/Evelyn H. Lauder Breast and Imaging Center, New York, NY, 10065, USA
| | - Clifford A Hudis
- Breast Medicine Service, Department of Medicine, Memorial Sloan Kettering Cancer Center/Evelyn H. Lauder Breast and Imaging Center, New York, NY, 10065, USA
| | - Pragya Shah
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA; Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Jennie A M R Kunitake
- Department of Materials Science and Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Lara A Estroff
- Department of Materials Science and Engineering, Cornell University, Ithaca, NY, 14853, USA; Kavli Institute at Cornell for Nanoscale Science, Cornell University, Ithaca, NY, 14853, USA
| | - Jan Lammerding
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA; Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Claudia Fischbach
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University, Ithaca, NY, 14853, USA; Kavli Institute at Cornell for Nanoscale Science, Cornell University, Ithaca, NY, 14853, USA.
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15
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Lei C, Wei W, Liu Z, Xiong Q, Yang C, Yang M, Zhang L, Zhu T, Zhuang X, Liu C, Liu Z, Tian J, Wang K. Mammography-based radiomic analysis for predicting benign BI-RADS category 4 calcifications. Eur J Radiol 2019; 121:108711. [PMID: 31677544 DOI: 10.1016/j.ejrad.2019.108711] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Accepted: 10/11/2019] [Indexed: 02/05/2023]
Abstract
PURPOSE We developed and validated a radiomic model based on mammography and assessed its value for predicting the pathological diagnosis of Breast Imaging Reporting and Data System (BI-RADS) category 4 calcifications. MATERIALS AND METHODS Patients with a total of 212 eligible calcifications were recruited (159 cases in the primary cohort and 53 cases in the validation cohort). In total, 8286 radiomic features were extracted from the craniocaudal (CC) and mediolateral oblique (MLO) images. Machine learning was used to select features and build a radiomic signature. The clinical risk factors were selected from the independent clinical factors through logistic regression analyses. The radiomic nomogram incorporated the radiomic signature and an independent clinical risk factor. The diagnostic performance of the radiomic model and the radiologists' empirical prediction model was evaluated by the area under the receiver operating characteristic curve (AUC). The differences between the various AUCs were compared with DeLong's test. RESULTS Six radiomic features and the menopausal state were included in the radiomic nomogram, which discriminated benign calcifications from malignant calcifications with an AUC of 0.80 in the validation cohort. The difference between the classification results of the radiomic nomogram and that of radiologists was significant (p < 0.05). Particularly for patients with calcifications that are negative on ultrasounds but can be detected by mammography (MG+/US- calcifications), the identification ability of the radiomic nomogram was very strong. CONCLUSIONS The mammography-based radiomic nomogram is a potential tool to distinguish benign calcifications from malignant calcifications.
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Affiliation(s)
- Chuqian Lei
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China; Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, 510080, China
| | - Wei Wei
- School of Electronics and Information, Xi'an Polytechnic University, Xi'an, 710000, China; Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, 710126, China; CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China
| | - Zhenyu Liu
- CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China
| | - Qianqian Xiong
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China; Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, 510080, China
| | - Ciqiu Yang
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Mei Yang
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Liulu Zhang
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Teng Zhu
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Xiaosheng Zhuang
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China; Shantou University Medical College, Shantou, 515041, Guangdong, China
| | - Chunling Liu
- Department of Radiology, Guangdong Provincial People's Hospital, Guangzhou, 510080, China
| | - Zaiyi Liu
- Department of Radiology, Guangdong Provincial People's Hospital, Guangzhou, 510080, China
| | - Jie Tian
- Engineering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an, 710126, China; CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China; University of Chinese Academy of Sciences, Beijing, 100190, China.
| | - Kun Wang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital & Guangdong Academy of Medical Sciences, 510080, China; The Second School of Clinical Medicine, Southern Medical University, Guangzhou, 510515, China.
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16
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García-Aranda M, Redondo M. Immunotherapy: A Challenge of Breast Cancer Treatment. Cancers (Basel) 2019; 11:E1822. [PMID: 31756919 PMCID: PMC6966503 DOI: 10.3390/cancers11121822] [Citation(s) in RCA: 93] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 11/16/2019] [Accepted: 11/18/2019] [Indexed: 12/14/2022] Open
Abstract
Breast cancer is the most commonly diagnosed cancer in women and is a leading cause of cancer death in women worldwide. Despite the significant benefit of the use of conventional chemotherapy and monoclonal antibodies in the prognosis of breast cancer patients and although the recent approval of the anti-PD-L1 antibody atezolizumab in combination with chemotherapy has been a milestone for the treatment of patients with metastatic triple-negative breast cancer, immunologic treatment of breast tumors remains a great challenge. In this review, we summarize current breast cancer classification and standard of care, the main obstacles that hinder the success of immunotherapies in breast cancer patients, as well as different approaches that could be useful to enhance the response of breast tumors to immunotherapies.
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Affiliation(s)
- Marilina García-Aranda
- Research Unit, Hospital Costa del Sol, Autovía A-7, km 187, 29603 Marbella, Spain;
- Research Network in Health Services in Chronic Diseases (Red de Investigación en Servicios de Salud en Enfermedades Crónicas, REDISSEC), Carlos III Health Institute (Instituto de Salud Carlos III). Av. de Monforte de Lemos, 5. 28029 Madrid, Spain
- Malaga Biomedical Research Institute (Instituto de Investigación Biomédica de Málaga, IBIMA), Calle Doctor Miguel Díaz Recio, 28. 29010 Málaga, Spain
- Surgery, Biochemistry and Immunology Department, School of Medicine, University of Malaga, 29010 Málaga, Spain
| | - Maximino Redondo
- Research Unit, Hospital Costa del Sol, Autovía A-7, km 187, 29603 Marbella, Spain;
- Research Network in Health Services in Chronic Diseases (Red de Investigación en Servicios de Salud en Enfermedades Crónicas, REDISSEC), Carlos III Health Institute (Instituto de Salud Carlos III). Av. de Monforte de Lemos, 5. 28029 Madrid, Spain
- Malaga Biomedical Research Institute (Instituto de Investigación Biomédica de Málaga, IBIMA), Calle Doctor Miguel Díaz Recio, 28. 29010 Málaga, Spain
- Surgery, Biochemistry and Immunology Department, School of Medicine, University of Malaga, 29010 Málaga, Spain
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17
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Revilla-López G, Rodríguez-Rivero AM, Del Valle LJ, Puiggalí J, Turon P, Alemán C. Biominerals Formed by DNA and Calcium Oxalate or Hydroxyapatite: A Comparative Study. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:11912-11922. [PMID: 31373826 DOI: 10.1021/acs.langmuir.9b01566] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Biominerals formed by DNA and calcium oxalate (CaOx) or hydroxyapatite (HAp), the most important and stable phase of calcium phosphate) have been examined and compared using a synergistic combination of computer simulation and experimental studies. The interest of this comparison stems from the medical observation that HAp- and CaOx-based microcalcifications are frequently observed in breast cancer tissues, and some of their features are used as part of the diagnosis. Molecular dynamics simulations show that (1) the DNA double helix remains stable when it is adsorbed onto the most stable facet of HAp, whereas it undergoes significant structural distortions when it is adsorbed onto CaOx; (2) DNA acts as a template for the nucleation and growth of HAp but not for the mineralization of CaOx; and (3) the DNA double helix remains stable when it is encapsulated inside HAp nanopores, but it becomes destabilized when the encapsulation occurs into CaOx nanopores. Furthermore, CaOx and HAp minerals containing DNA molecules inside and/or adsorbed on the surface have been prepared in the lab by mixing solutions containing the corresponding ions with fish sperm DNA. Characterization of the formed minerals, which has been focused on the identification of DNA using UV-vis spectroscopy, indicates that the tendency to adsorb and, especially, encapsulate DNA is much smaller for CaOx than for HAp, which is in perfect agreement with results from molecular dynamics simulations. Finally, quantum mechanical calculations have been performed to rationalize these results in terms of molecular interactions, evidencing the high affinity of Ca2+ toward oxalate anions in an aqueous environment.
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Affiliation(s)
- Guillem Revilla-López
- Departament d'Enginyeria Química, EEBE , Universitat Politècnica de Catalunya , C/Eduard Maristany 10-14, Edif. I2 , 08019 Barcelona , Spain
| | - Anna M Rodríguez-Rivero
- Research and Development , B. Braun Surgical, S.A. , Ctra. de Terrassa 121 , Rubí, 08191 Barcelona , Spain
- Universitat Autònoma de Barcelona. Campus de la UAB , Plaça Cívica, Bellaterra, 08193 Barcelona , Spain
| | - Luis J Del Valle
- Departament d'Enginyeria Química, EEBE , Universitat Politècnica de Catalunya , C/Eduard Maristany 10-14, Edif. I2 , 08019 Barcelona , Spain
- Barcelona Research Center for Multiscale Science and Engineering, EEBE , Universitat Politècnica de Catalunya , C/Eduard Maristany 10-14, Edif. C , 08019 Barcelona , Spain
| | - Jordi Puiggalí
- Departament d'Enginyeria Química, EEBE , Universitat Politècnica de Catalunya , C/Eduard Maristany 10-14, Edif. I2 , 08019 Barcelona , Spain
- Barcelona Research Center for Multiscale Science and Engineering, EEBE , Universitat Politècnica de Catalunya , C/Eduard Maristany 10-14, Edif. C , 08019 Barcelona , Spain
- Institute for Bioengineering of Catalonia (IBEC) , The Barcelona Institute of Science and Technology , Baldiri Reixac 10-12 , 08028 Barcelona , Spain
| | - Pau Turon
- Research and Development , B. Braun Surgical, S.A. , Ctra. de Terrassa 121 , Rubí, 08191 Barcelona , Spain
| | - Carlos Alemán
- Departament d'Enginyeria Química, EEBE , Universitat Politècnica de Catalunya , C/Eduard Maristany 10-14, Edif. I2 , 08019 Barcelona , Spain
- Barcelona Research Center for Multiscale Science and Engineering, EEBE , Universitat Politècnica de Catalunya , C/Eduard Maristany 10-14, Edif. C , 08019 Barcelona , Spain
- Institute for Bioengineering of Catalonia (IBEC) , The Barcelona Institute of Science and Technology , Baldiri Reixac 10-12 , 08028 Barcelona , Spain
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18
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Qualitative Radiogenomics: Association Between BI-RADS Calcification Descriptors and Recurrence Risk as Assessed by the Oncotype DX Ductal Carcinoma In Situ Score. AJR Am J Roentgenol 2019; 212:919-924. [DOI: 10.2214/ajr.18.20306] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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19
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Yim H, Ha T, Kang DK, Park SY, Jung Y, Kim TH. Change in microcalcifications on mammography after neoadjuvant chemotherapy in breast cancer patients: correlation with tumor response grade and comparison with lesion extent. Acta Radiol 2019; 60:131-139. [PMID: 29764199 DOI: 10.1177/0284185118776491] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND After neoadjuvant chemotherapy (NAC), persistent microcalcifications are often observed in spite of a decrease in the primary tumor size. PURPOSE To analyze the changes in microcalcifications after NAC and to evaluate the accuracy of residual microcalcifications in predicting the extent of residual cancer. MATERIAL AND METHODS Eighty patients who received NAC and underwent both mammography and magnetic resonance imaging (MRI) before and after the completion of NAC were included. The location of microcalcifications was classified into two types: inside the mass and outside the mass. RESULTS The extent of the residual calcifications was larger than the pathologic residual lesion in 14 (74%) of 19 patients with complete response (CR) on MRI, but the discrepancy was <1 cm in eight (42%) patients. The median value of the discrepancy was significantly higher in patients showing CR with outside calcifications compared to CR with inside calcifications (2.0 cm vs. 0.7 cm, P = 0.008). After NAC, the decrease of calcifications was more frequently observed in cancers showing CR on MRI or Miller-Payne grade 5 and the increase of calcifications more frequently occurred in cancers showing progress disease on MRI or Miller-Payne grade 1 ( P < 0.001 and P = 0.044). CONCLUSION The change in microcalcifications after NAC was correlated with the tumor response to NAC. The discrepancy was highest in the group showing CR on MRI with outside calcifications. In tumors with inside calcifications, the discrepancy was relatively low within an acceptable range.
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Affiliation(s)
- Hyunee Yim
- Department of Pathology, Ajou University School of Medicine, Gyeonggi-do, Republic of Korea
| | - Taeyang Ha
- Department of Radiology, Ajou University School of Medicine, Gyeonggi-do, Republic of Korea
| | - Doo Kyoung Kang
- Department of Radiology, Ajou University School of Medicine, Gyeonggi-do, Republic of Korea
| | - Seong Young Park
- Department of Radiology, Ajou University School of Medicine, Gyeonggi-do, Republic of Korea
| | - Yongsik Jung
- Department of Surgery, Ajou University School of Medicine, Gyeonggi-do, Republic of Korea
| | - Tae Hee Kim
- Department of Radiology, Ajou University School of Medicine, Gyeonggi-do, Republic of Korea
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20
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O'Grady S, Morgan MP. Deposition of calcium in an in vitro model of human breast tumour calcification reveals functional role for ALP activity, altered expression of osteogenic genes and dysregulation of the TRPM7 ion channel. Sci Rep 2019; 9:542. [PMID: 30679450 PMCID: PMC6345823 DOI: 10.1038/s41598-018-36496-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 10/22/2018] [Indexed: 12/20/2022] Open
Abstract
Microcalcifications are vital mammographic indicators contributing to the early detection of up to 50% of non-palpable tumours and may also be valuable as prognostic markers. However, the precise mechanism by which they form remains incompletely understood. Following development of an in vitro model using human breast cancer cells lines cultured with a combination of mineralisation-promoting reagents, analysis of calcium deposition, alkaline phosphatase (ALP) activity and changes in expression of key genes was used to monitor the calcification process. Two cell lines were identified as successfully mineralising in vitro, MDA-MB-231 and SKBR3. Mineralising cell lines displayed higher levels of ALP activity that was further increased by addition of mineralisation promoting media. qPCR analysis revealed changes in expression of both pro- (RUNX2) and anti- (MGP, ENPP1) mineralisation genes. Mineralisation was suppressed by chelation of intracellular Ca2+ and inhibition of TRPM7, demonstrating a functional role for the channel in formation of microcalcifications. Increased Mg2+ was also found to effectively reduce calcium deposition. These results expand the number of human breast cancer cell lines with a demonstrated in vitro mineralisation capability, provide further evidence for the role of an active, cellular process of microcalcification formation and demonstrate for the first time a role for TRPM7 mediated Ca2+ transport.
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Affiliation(s)
- Shane O'Grady
- Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin, 2, Ireland
| | - Maria P Morgan
- Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, 123 St. Stephen's Green, Dublin, 2, Ireland.
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Moon HJ, Kim EK, Kim MJ, Yoon JH, Park VY. Comparison of Clinical and Pathologic Characteristics of Ductal Carcinoma in Situ Detected on Mammography versus Ultrasound Only in Asymptomatic Patients. ULTRASOUND IN MEDICINE & BIOLOGY 2019; 45:68-77. [PMID: 30322671 DOI: 10.1016/j.ultrasmedbio.2018.09.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 07/28/2018] [Accepted: 09/03/2018] [Indexed: 05/04/2023]
Abstract
The main purpose of this study was to retropectively compare the clinical and pathologic characteristics of ductal carcinoma in situ (DCIS) detected on mammography and ultrasound (US) in asymptomatic patients. From February 2014 to September 2016, 236 asymptomatic patients with primary pure DCIS and dense breasts were included. The patients were classified into two groups. The mammography group (n = 165) included patients with DCIS detected on mammography, and the US group (n = 71) included patients with DCIS detected on US only. Clinicopathologic characteristics were compared between the two groups. Subgroup analyses were performed with a cutoff age of 50 y and a cutoff tumor size of 20 mm. In 236 patients, younger age, smaller tumor size, low nuclear grade, no comedo necrosis and progesterone receptor positivity were observed more in the US group (p < 0.05). HER2 and Ki67 positivity was observed more frequently in the mammography group (p < 0.05). Similar results were obtained in 168 patients with DCIS <20 mm and in patients ≥50 y. In patients <50 y, smaller tumor size, low nuclear grade and no comedo necrosis were observed significantly more often in the US group. DCIS in the US group significantly more often manifested low nuclear grade, no comedo necrosis and hormone receptor positivity, whereas HER2 and Ki67 positivity was observed significantly more often in the mammography group.
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Affiliation(s)
- Hee Jung Moon
- Department of Radiology, Research Institute of Radiologic Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
| | - Eun-Kyung Kim
- Department of Radiology, Research Institute of Radiologic Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Min Jung Kim
- Department of Radiology, Research Institute of Radiologic Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jung Hyun Yoon
- Department of Radiology, Research Institute of Radiologic Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Vivian Youngjean Park
- Department of Radiology, Research Institute of Radiologic Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Li J, Zhang H, Jiang H, Guo X, Zhang Y, Qi D, Guan J, Liu Z, Wu E, Luo S. Diagnostic Performance of Digital Breast Tomosynthesis for Breast Suspicious Calcifications From Various Populations: A Comparison With Full-field Digital Mammography. Comput Struct Biotechnol J 2018; 17:82-89. [PMID: 30622686 PMCID: PMC6317146 DOI: 10.1016/j.csbj.2018.12.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 12/14/2018] [Accepted: 12/15/2018] [Indexed: 10/27/2022] Open
Abstract
The diagnostic performance difference between digital breast tomosynthesis (DBT) and conventional full-field digital mammography (FFDM) for breast suspicious calcifications from various populations is unclear. The objective of this study is to determine whether DBT exhibits the diagnostic advantage for breast suspicious calcifications from various populations compared with FFDM. Three hundred and five patients were enrolled (of which seven patients with bilateral lesions) and 312 breasts images were retrospectively analyzed by three radiologists independently. The postoperative pathology of breast calcifications was the gold standard. Breast cancer was diagnosed utilizing DBT and FFDM with sensitivities of 92.9% and 88.8%, specificities of 87.9% and 75.2%, positive predictive values of 77.8% and 62.1%, negative predictive values of 96.4% and 93.6%, respectively. DBT exhibited significantly higher diagnostic accuracy for benign calcifications compared with FFDM (87.9% vs 75.2%), and no advantage in the diagnosis of malignant calcifications. DBT diagnostic accuracy was notably higher than FFDM in premenopausal (88.4% vs 78.8%), postmenopausal (90.2% vs 77.2%), and dense breast cases (89.4% vs 81.9%). There was no significant difference in non-dense breast cases. In our study, DBT exhibited a superior advantage in dense breasts and benign calcifications cases compared to FFDM, while no advantage was observed in non-dense breasts or malignant calcifications cases. Thus, in the breast cancer screening for young women with dense breasts, DBT may be recommended for accurate diagnosis. Our findings may assist the clinicians in applying the optimal techniques for different patients and provide a theoretical basis for the update of breast cancer screening guideline.
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Key Words
- ACR, American College of Radiology
- ACS, American Cancer Society
- AUC, The area under the ROC curve
- BI-RADS, The Breast Imaging Reporting and Data System
- Breast suspicious calcification
- CC, Craniocaudal position
- DBT, Digital breast tomosynthesis
- DCIS, Ductal carcinoma in situ
- Digital breast tomosynthesis
- FFDM, Full-field digital mammography
- Full-field digital mammography
- MLO, Mediolateral oblique position
- ROC, The receiver operating characteristic.
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Affiliation(s)
- Juntao Li
- Department of Breast Surgery, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou 450008, China
| | - Hengwei Zhang
- Department of Breast Surgery, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou 450008, China
| | - Hui Jiang
- Department of Radiology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou 450008, China
| | - Xuhui Guo
- Department of Breast Surgery, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou 450008, China
| | - Yinli Zhang
- Department of Rheumatology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
| | - Dan Qi
- Department of Neurosurgery, Baylor Scott & White Health, Temple, TX 76508, USA
- Neuroscience Institute, Baylor Scott & White Health, Temple, TX 76502, USA
| | - Jitian Guan
- Department of Neurosurgery, Baylor Scott & White Health, Temple, TX 76508, USA
- Neuroscience Institute, Baylor Scott & White Health, Temple, TX 76502, USA
| | - Zhenzhen Liu
- Department of Breast Surgery, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou 450008, China
| | - Erxi Wu
- Department of Neurosurgery, Baylor Scott & White Health, Temple, TX 76508, USA
- Neuroscience Institute, Baylor Scott & White Health, Temple, TX 76502, USA
- Department of Surgery, Texas A&M University College of Medicine, College Station, TX 77807, USA
- Department of Pharmaceutical Sciences, Texas A&M University College of Pharmacy, College Station, TX 77807, USA
- LIVESTRONG Cancer Institutes, Dell Medical School, the University of Texas at Austin, Austin, TX 78712, USA
| | - Suxia Luo
- Department of Medical Oncology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou 450008, China
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Shin SU, Lee J, Kim JH, Kim WH, Song SE, Chu A, Kim HS, Han W, Ryu HS, Moon WK. Gene expression profiling of calcifications in breast cancer. Sci Rep 2017; 7:11427. [PMID: 28900139 PMCID: PMC5595962 DOI: 10.1038/s41598-017-11331-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 08/22/2017] [Indexed: 12/21/2022] Open
Abstract
We investigated the gene expression profiles of calcifications in breast cancer. Gene expression analysis of surgical specimen was performed using Affymetrix GeneChip® Human Gene 2.0 ST arrays in 168 breast cancer patients. The mammographic calcifications were reviewed by three radiologists and classified into three groups according to malignancy probability: breast cancers without suspicious calcifications; breast cancers with low-to-intermediate suspicious calcifications; and breast cancers with highly suspicious calcifications. To identify differentially expressed genes (DEGs) between these three groups, a one-way analysis of variance was performed with post hoc comparisons with Tukey's honest significant difference test. To explore the biological significance of DEGs, we used DAVID for gene ontology analysis and BioLattice for clustering analysis. A total of 2551 genes showed differential expression among the three groups. ERBB2 genes are up-regulated in breast cancers with highly suspicious calcifications (fold change 2.474, p < 0.001). Gene ontology analysis revealed that the immune, defense and inflammatory responses were decreased in breast cancers with highly suspicious calcifications compared to breast cancers without suspicious calcifications (p from 10-23 to 10-8). The clustering analysis also demonstrated that the immune system is associated with mammographic calcifications (p < 0.001). Our study showed calcifications in breast cancers are associated with high levels of mRNA expression of ERBB2 and decreased immune system activity.
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Affiliation(s)
- Sung Ui Shin
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Jeonghoon Lee
- Division of Biomedical Informatics, Seoul National University College of Medicine, Seoul, Korea
| | - Ju Han Kim
- Division of Biomedical Informatics, Seoul National University College of Medicine, Seoul, Korea
| | - Won Hwa Kim
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Sung Eun Song
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Ajung Chu
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Hoe Suk Kim
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Wonshik Han
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
| | - Han Suk Ryu
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
| | - Woo Kyung Moon
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea.
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Jabbar SB, Lynch B, Seiler S, Hwang H, Sahoo S. Pathologic Findings of Breast Lesions Detected on Magnetic Resonance Imaging. Arch Pathol Lab Med 2017; 141:1513-1522. [PMID: 28782985 DOI: 10.5858/arpa.2016-0552-oa] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT - Breast magnetic resonance imaging (MRI) is now used routinely for high-risk screening and in the evaluation of the extent of disease in newly diagnosed breast cancer patients. Morphologic characteristics and the kinetic pattern largely determine how suspicious a breast lesion is on MRI. Because of its high sensitivity, MRI identifies a large number of suspicious lesions. However, the low to moderate specificity and the additional cost have raised questions regarding its frequent use. OBJECTIVES - To identify the pathologic entities that frequently present as suspicious enhancing lesions and to identify specific MRI characteristics that may be predictive of malignancy. DESIGN - One hundred seventy-seven MRI-guided biopsies from 152 patients were included in the study. The indication for MRI, MRI features, pathologic findings, and patient demographics were recorded. The MRI findings and the pathology slides were reviewed by a dedicated breast radiologist and breast pathologists. RESULTS - Seventy-one percent (126 of 177) of MRI-guided breast biopsies were benign, 11% (20 of 177) showed epithelial atypia, and 18% (31 of 177) showed malignancy. The vast majority (84%; 62 of 74) of MRI lesions with persistent kinetics were benign. However, 57% (17 of 30) of lesions with washout kinetics and 65% (62 of 95) of mass lesions were also benign. CONCLUSIONS - Magnetic resonance imaging detects malignancies undetected by other imaging modalities but also detects a wide variety of benign lesions. Benign and malignant lesions identified by MRI share similar morphologic and kinetic features, necessitating biopsy for histologic confirmation.
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Affiliation(s)
- Seema B Jabbar
- From the Departments of Pathology and Laboratory Medicine (Drs Jabbar, Lynch, Hwang, and Sahoo), and Radiology (Dr Seiler), University of Texas Southwestern Medical Center, Dallas. Dr Jabbar and Dr Lynch contributed equally to the study
| | - Beverly Lynch
- From the Departments of Pathology and Laboratory Medicine (Drs Jabbar, Lynch, Hwang, and Sahoo), and Radiology (Dr Seiler), University of Texas Southwestern Medical Center, Dallas. Dr Jabbar and Dr Lynch contributed equally to the study
| | - Stephen Seiler
- From the Departments of Pathology and Laboratory Medicine (Drs Jabbar, Lynch, Hwang, and Sahoo), and Radiology (Dr Seiler), University of Texas Southwestern Medical Center, Dallas. Dr Jabbar and Dr Lynch contributed equally to the study
| | - Helena Hwang
- From the Departments of Pathology and Laboratory Medicine (Drs Jabbar, Lynch, Hwang, and Sahoo), and Radiology (Dr Seiler), University of Texas Southwestern Medical Center, Dallas. Dr Jabbar and Dr Lynch contributed equally to the study
| | - Sunati Sahoo
- From the Departments of Pathology and Laboratory Medicine (Drs Jabbar, Lynch, Hwang, and Sahoo), and Radiology (Dr Seiler), University of Texas Southwestern Medical Center, Dallas. Dr Jabbar and Dr Lynch contributed equally to the study
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Qi X, Chen A, Zhang P, Zhang W, Cao X, Xiao C. Mammographic calcification can predict outcome in women with breast cancer treated with breast-conserving surgery. Oncol Lett 2017; 14:79-88. [PMID: 28693138 PMCID: PMC5494880 DOI: 10.3892/ol.2017.6112] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Accepted: 02/23/2017] [Indexed: 11/06/2022] Open
Abstract
The impact of calcification in patients with breast carcinoma treated with breast-conserving surgery (BCS) is unclear. The present study aimed to determine the outcome of breast cancer patients with calcification treated with BCS. The records of 409 patients with breast carcinoma treated with BCS from January 2005 to December 2008 were reviewed. Patients were categorized as those with calcification (on mammography or ultrasonography), or those without calcification (neither on mammography nor ultrasonography). The local relapse free survival time (LRFS), disease free survival time (DFS) and overall survival time (OS) were compared, and subgroup analysis was performed based on morphological types and distribution patterns of mammographic calcification. Survival analysis demonstrated that patients with calcification had a significantly increased risk of local recurrence, distant metastasis and mortality compared with those without calcification [relative risk (RR) and 95% confidence interval (CI): local recurrence, 2.46 and 1.11-5.44; distant metastasis, 2.24 and 1.19-4.24; mortality, 2.50 and 1.06-5.86]. Subgroup analysis revealed that the distribution patterns (rather than morphological types of calcification) accounted for the increased risk of recurrence following BCS. Patients with mammographic calcification of liner/segmental distribution had significantly decreased LRFS (RR=6.20; 95% CI, 2.26-16.98), DFS (RR=6.81; 95% CI, 2.86-16.20) and OS (RR=9.14; 95% CI, 2.53-33.00), while patients with mammographic calcification of clustered distribution did not have significantly decreased LRFS, DFS and OS (P>0.05), compared with those without calcification. In addition, the mammographic calcification spreading along the ducts was more likely to be accompanied by an extensive intraductal component (P<0.001). Finally, the outcome of patients with calcification on breast ultrasound was as good as those without calcification. Patients with mammographic calcification, particularly those with calcification spreading along the ducts, have a higher risk of recurrence following BCS, which has a negative impact on long-term survival. Calcification identified on breast ultrasonography does not affect the survival of patients treated with BCS.
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Affiliation(s)
- Xiaomin Qi
- First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin 300060, P.R. China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China.,Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China
| | - Aoxiang Chen
- First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin 300060, P.R. China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China.,Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China
| | - Pei Zhang
- First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin 300060, P.R. China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China.,Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China
| | - Wei Zhang
- First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin 300060, P.R. China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China.,Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China
| | - Xuchen Cao
- First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin 300060, P.R. China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China.,Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China
| | - Chunhua Xiao
- First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center of Cancer, Tianjin 300060, P.R. China.,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China.,Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University, Ministry of Education, Tianjin 300060, P.R. China
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Ben Lakhdar A, Daudon M, Mathieu MC, Kellum A, Balleyguier C, Bazin D. Underlining the complexity of the structural and chemical characteristics of ectopic calcifications in breast tissues through FE-SEM and μFTIR spectroscopy. CR CHIM 2016. [DOI: 10.1016/j.crci.2015.03.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Mathonnet M, Dessombz A, Bazin D, Weil R, Frédéric T, Pusztaszeri M, Daudon M. Chemical diversity of calcifications in thyroid and hypothetical link to disease. CR CHIM 2016. [DOI: 10.1016/j.crci.2015.02.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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Diagnostic performance of digital breast tomosynthesis with a wide scan angle compared to full-field digital mammography for the detection and characterization of microcalcifications. Eur J Radiol 2016; 85:2161-2168. [PMID: 27842661 DOI: 10.1016/j.ejrad.2016.10.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Revised: 09/26/2016] [Accepted: 10/06/2016] [Indexed: 11/22/2022]
Abstract
OBJECTIVES To assess the diagnostic performance of digital breast tomosynthesis (DBT), with a wide scan-angle, compared to full-field digital mammography (FFDM), for the detection and characterization of microcalcifications. METHODS IRB approval was obtained for this retrospective study. We selected 150 FFDM and DBT (50 benign and 50 malignant histologically verified microcalcifications, 50 cases classified as BI-RADS 1). Four radiologists evaluated, in separate sessions and blinded to patients' history and histology, the presence of microcalcifications. Cases with microcalcifications were assessed for visibility, characteristics, and grade of suspicion using BI-RADS categories. Detection rate and diagnostic performance were calculated. Visibility, lesions' characteristics and reading time were analysed. RESULTS Detection rate and visibility were good for both FFDM and DBT, without intra-reader differences (P=0.510). Inter-reader differences were detected (P<0.018). Only two lesions were not detected by any reader on either FFDM or DBT. Diagnostic performance with DBT was as good as that of FFDM, but a significant inter-reader difference was found (P=0.041). High inter-reader variability in the use of the descriptors was found. Reading time for DBT was almost twice that for FFDM (44 and 25s, respectively). CONCLUSION Wide scan-angle DBT enabled the detection and characterization of microcalcifications with no significant differences from FFDM. Inter-reader variability was seen.
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Tan R, Xiao Y, Tang Q, Zhang Y, Chen H, Fan X. The Diagnostic Value of Micropure Imaging in Breast Suspicious Microcalcificaion. Acad Radiol 2015; 22:1338-43. [PMID: 26329696 DOI: 10.1016/j.acra.2015.07.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Revised: 07/12/2015] [Accepted: 07/16/2015] [Indexed: 11/29/2022]
Abstract
RATIONALE AND OBJECTIVES The purpose of this study was to evaluate the diagnostic value of Micropure Imaging (MI) in breast lesions differentiation by comparison with B-mode ultrasonography (B-US) and Doppler ultrasonography (DU). MATERIALS AND METHODS A total of 135 consecutive patients (all females) with 135 suspicious lesions were examined and skin marked by MI before mammotome biopsies. All patients (age range, 20-86 years; mean age, 42.5 ± 15.6 years) were the first onset, not in the pregnancy or lactation and had no history of radiation or chemotherapy. The maximum diameter of lesions ranged from 0.2 to 9.6 cm (average 1.98 ± 1.3 cm). Their final diagnoses were obtained by histologic examination. The study protocol was approved by the hospital review board; each patient gave written informed consent. RESULTS One hundred thirty-five breast lesions were classified into 90 nonmalignant and 45 malignant types. To 86 breast lesions with microcalcification, MI showed more microcalcification and coincided better with pathology results than B-US did (P < .05). The specificity of MI was higher than that of B-US and DU; the sensitivity of DU was significantly higher than that of B-US and MI (P < .001). By combining B-US, DU, and MI, the detection accuracy was 86.7%. Receiver-operator characteristic curves showed the area under the curve of B-US, DU, and MI was 0.865, 0.934, and 0.923(P = .000), respectively. Moreover, the interobserver agreements of MI were the highest, 0.922 (observer 1 vs. observer 2), 0.866 (observer 1 vs. observer 3), and 0.916 (observer 2 vs. observer 3). CONCLUSIONS MI as an adjunct ultrasound modality holds some promise in locating and differentiating breast lesions.
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Affiliation(s)
- Rong Tan
- Department of Ultrasonography, The First Hospital of Changsha, Changsha, Hunan, PR China
| | - Ying Xiao
- Department of Ultrasonography, Xiangya Hospital, Central South University, Xiangya Road 141, Changsha, Hunan, 410008, PR China.
| | - Qi Tang
- Department of Ultrasonography, The First Hospital of Changsha, Changsha, Hunan, PR China
| | - Ying Zhang
- Department of Ultrasonography, The First Hospital of Changsha, Changsha, Hunan, PR China
| | - Hui Chen
- Department of Pathology, The First Hospital of Changsha, Changsha, Hunan, PR China
| | - Xiancheng Fan
- Department of Breast Surgery, the First Hospital of Changsha, Changsha, Hunan, PR China
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30
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Histopathological characteristics of breast ductal carcinoma in situ and association with imaging findings. Breast Cancer 2015; 23:491-8. [DOI: 10.1007/s12282-015-0592-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Accepted: 01/25/2015] [Indexed: 11/25/2022]
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31
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Cipollini M, Landi S, Gemignani F. MicroRNA binding site polymorphisms as biomarkers in cancer management and research. Pharmgenomics Pers Med 2014; 7:173-91. [PMID: 25114582 PMCID: PMC4126202 DOI: 10.2147/pgpm.s61693] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
MicroRNAs (miRNAs) are important regulators of eukaryotic gene expression. They have been implicated in a broad range of biological processes, and miRNA-related genetic alterations probably underlie several human diseases. Single nucleotide polymorphisms of transcripts may modulate the posttranscriptional regulation of gene expression by miRNAs and explain interindividual variability in cancer risk and in chemotherapy response. On the basis of recent association studies published in the literature, the present review mainly summarizes the potential role of miRNAs as molecular biomarkers for disease susceptibility, diagnosis, prognosis, and drug-response prediction in tumors. Many clues suggest a role for polymorphisms within the 3' untranslated regions of KRAS rs61764370, SET8 rs16917496, and MDM4 rs4245739 as SNPs in miRNA binding sites highly promising in the biology of human cancer. However, more studies are needed to better characterize the composite spectrum of genetic determinants for future use of markers in risk prediction and clinical management of diseases, heading toward personalized medicine.
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Affiliation(s)
| | - Stefano Landi
- Department of Biology, University of Pisa, Pisa, Italy
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Microcalcifications Detected as an Abnormality on Screening Mammography: Outcomes and Followup over a Five-Year Period. Int J Breast Cancer 2013; 2013:458540. [PMID: 24194985 PMCID: PMC3806370 DOI: 10.1155/2013/458540] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2013] [Accepted: 08/17/2013] [Indexed: 11/17/2022] Open
Abstract
Objectives. This study reviewed the outcome of women attending a breast screening program recalled for assessment of microcalcifications and examined the incidence of a breast carcinoma detected during the following five years in any of the women who were given a benign diagnosis at assessment. Method. A retrospective study consisted of 235 clients attending an Australian BreastScreen program in 2003, who were recalled for investigation of microcalcifications detected on screening mammography. Records for the following five years were available for 168 women in the benign outcome group including those who did not require biopsy at initial assessment. Results. Malignant disease was detected in 26.0% (n = 146) of the women who underwent biopsy. None of the women in the benign outcome group, with available five-year follow-up records, developed a subsequent breast cancer, arising from the calcifications initially recalled in 2003. Conclusions. This study highlights the effectiveness of an Australian screening program in diagnosing malignancy in women with screen detected microcalcification. This has been achieved by correctly determining 38% (n = 235) of the women as benign without the need for biopsy or early recall. A low rate of open surgical biopsies was performed with no cancer diagnoses missed at the time of initial assessment.
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Ni YB, Mujtaba S, Shao MM, Lacambra M, Tsang JYS, Chan SK, Tse GM. Columnar cell-like changes in the male breast. J Clin Pathol 2013; 67:45-8. [DOI: 10.1136/jclinpath-2013-201631] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Ling H, Liu ZB, Xu LH, Xu XL, Liu GY, Shao ZM. Malignant calcification is an important unfavorable prognostic factor in primary invasive breast cancer. Asia Pac J Clin Oncol 2012; 9:139-45. [PMID: 22897789 DOI: 10.1111/j.1743-7563.2012.01572.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2012] [Indexed: 11/29/2022]
Abstract
AIMS To explore the clinical characteristics and prognostic value of malignant calcification in operable breast cancer. METHODS A total of 721 patients with invasive ductal carcinoma were divided into two groups based on whether malignant calcifications were observed on mammograms. The association of calcification with pathological features and survival were evaluated. The relative importance of each of the potential prognostic variables was tested using a Cox regression analysis. RESULTS Compared with tumors without calcification, those with calcification had a larger tumor size, more lymph node involvement, lower estrogen and progesterone receptor expression and higher human epithelial growth factor receptor 2 expression. The 8-year relapse-free survival was lower for patients with calcifications than for those without (77.5 vs 89.2%, P < 0.01). The 8-year overall survival for patients with calcifications was 82.2% compared with 91.9% for those without (P < 0.01). In multivariate analysis, node status, existence of calcification and tumor size were demonstrated to have a prognostic value for relapse-free survival. The node status, existence of calcifications and estrogen receptor status were also prognostic factors for overall survival. CONCLUSION Mammographic calcification is a poor prognostic factor for patients with invasive ductal carcinoma. Its prognostic value is second only to axillary node status and greater than the other factors evaluated. Thus, breast cancers with calcifications should be regarded as high risk when determining adjuvant treatment.
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Affiliation(s)
- Hong Ling
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
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Tan SY, Pitman A, Ong AHJ, Gledhill S, Pun E, Styles C, Padmanabhan M, Tauro P, Waugh J, Lemish W, Hennessy O, Lui B. Comparison of readers' detection of right-sided and left-sided breast cancers and microcalcifications. J Med Imaging Radiat Oncol 2011; 55:353-61. [DOI: 10.1111/j.1754-9485.2011.02291.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Functional SNP in the microRNA-367 binding site in the 3'UTR of the calcium channel ryanodine receptor gene 3 (RYR3) affects breast cancer risk and calcification. Proc Natl Acad Sci U S A 2011; 108:13653-8. [PMID: 21810988 DOI: 10.1073/pnas.1103360108] [Citation(s) in RCA: 123] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
We have evaluated and provided evidence that the ryanodine receptor 3 gene (RYR3), which encodes a large protein that forms a calcium channel, is important for the growth, morphology, and migration of breast cancer cells. A putative binding site for microRNA-367 (miR-367) exists in the 3'UTR of RYR3, and a genetic variant, rs1044129 A→G, is present in this binding region. We confirmed that miR-367 regulates the expression of a reporter gene driven by the RYR3 3'UTR and that the regulation was affected by the RYR3 genotype. A thermodynamic model based on base pairing and the secondary structure of the RYR3 mRNA and miR-367 miRNA showed that miR-367 had a higher binding affinity for the A genotype than for the G genotype. The rs1044129 SNP was genotyped in 1,532 breast cancer cases and 1,600 healthy Chinese women. The results showed that compared with the AA genotype, G was a risk genotype for breast cancer development and was also associated with breast cancer calcification and poor survival. Thus, rs1044129 is a unique SNP that resides in a miRNA-gene regulatory loop that affects breast cancer risk, calcification, and survival.
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Mohammed SI, Meloni GB, Pinna Parpaglia ML, Marras V, Burrai GP, Meloni F, Pirino S, Antuofermo E. Mammography and ultrasound imaging of preinvasive and invasive canine spontaneous mammary cancer and their similarities to human breast cancer. Cancer Prev Res (Phila) 2011; 4:1790-8. [PMID: 21803985 DOI: 10.1158/1940-6207.capr-11-0084] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Understanding the evolution of proliferative breast disease such as atypical hyperplasia and carcinoma in situ is essential for clinical management of women diagnosed with these lesions. Therefore, an animal model that faithfully represents human breast disease in every aspect from spontaneity of dysplasia onset, histopathologic features, and genetics to clinical outcome is needed. Previously, we studied canine spontaneous atypical hyperplasia and ductal carcinoma in situ (low, intermediate, and high grade) and reported their similarities to human lesions in histopathologic and molecular features as well as prevalence. To further validate the resemblance of these lesions to humans, we examined their mammographic and sonographic characteristics in comparison with those of human's as well as the potential of the human Breast Imaging Reporting and Data System (BI-RADS) to predict canine disease. Nonlesional, benign, and malignant mammary glands of dogs presented to Sassari Veterinary Hospital were imaged using mammography and ultrasonography. The images where then analyzed and statistically correlated with histopathologic findings and to their similarities to humans. Our results showed that canine mammary preinvasive lesions, benign, and malignant tumors have mammographic abnormalities, including the presence, pattern, and distribution of macrocalcification and microcalcification, similar to their human counterparts. BI-RADS categorization is an accurate predictor of mammary malignancy in canine, with 90% sensitivity and 82.8% specificity. The similarities of mammographic images and the ability of BI-RADS to predict canine mammary malignances with high specificity and sensitivity further confirm and strengthen the value of dog as a model to study human breast premalignancies for the development of prognostic biomarkers.
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Affiliation(s)
- S I Mohammed
- Purdue University Center for Cancer Research, West Lafayette, Indiana, USA
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Skandalis SS, Labropoulou VT, Ravazoula P, Likaki-Karatza E, Dobra K, Kalofonos HP, Karamanos NK, Theocharis AD. Versican but not decorin accumulation is related to malignancy in mammographically detected high density and malignant-appearing microcalcifications in non-palpable breast carcinomas. BMC Cancer 2011; 11:314. [PMID: 21791066 PMCID: PMC3199864 DOI: 10.1186/1471-2407-11-314] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2010] [Accepted: 07/26/2011] [Indexed: 12/15/2022] Open
Abstract
Background Mammographic density (MD) and malignant-appearing microcalcifications (MAMCs) represent the earliest mammographic findings of non-palpable breast carcinomas. Matrix proteoglycans versican and decorin are frequently over-expressed in various malignancies and are differently involved in the progression of cancer. In the present study, we have evaluated the expression of versican and decorin in non-palpable breast carcinomas and their association with high risk mammographic findings and tumor characteristics. Methods Three hundred and ten patients with non-palpable suspicious breast lesions, detected during screening mammography, were studied. Histological examination was carried out and the expression of decorin, versican, estrogen receptor α (ERα), progesterone receptor (PR) and c-erbB2 (HER-2/neu) was assessed by immunohistochemistry. Results Histological examination showed 83 out of 310 (26.8%) carcinomas of various subtypes. Immunohistochemistry was carried out in 62/83 carcinomas. Decorin was accumulated in breast tissues with MD and MAMCs independently of the presence of malignancy. In contrast, versican was significantly increased only in carcinomas with MAMCs (median ± SE: 42.0 ± 9.1) and MD (22.5 ± 10.1) as compared to normal breast tissue with MAMCs (14.0 ± 5.8), MD (11.0 ± 4.4) and normal breast tissue without mammographic findings (10.0 ± 2.0). Elevated levels of versican were correlated with higher tumor grade and invasiveness in carcinomas with MD and MAMCs, whereas increased amounts of decorin were associated with in situ carcinomas in MAMCs. Stromal deposition of both proteoglycans was related to higher expression of ERα and PR in tumor cells only in MAMCs. Conclusions The specific accumulation of versican in breast tissue with high MD and MAMCs only in the presence of malignant transformation and its association with the aggressiveness of the tumor suggests its possible use as molecular marker in non-palpable breast carcinomas.
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Affiliation(s)
- Spyros S Skandalis
- Laboratory of Biochemistry, Department of Chemistry, University of Patras, Rio 26504, Greece
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Lacambra MD, Lam CC, Mendoza P, Chan SK, Yu AM, Tsang JYS, Tan PH, Tse GM. Biopsy sampling of breast lesions: comparison of core needle- and vacuum-assisted breast biopsies. Breast Cancer Res Treat 2011; 132:917-23. [PMID: 21698409 DOI: 10.1007/s10549-011-1639-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2011] [Accepted: 06/10/2011] [Indexed: 10/18/2022]
Abstract
Needle biopsy is now the initial investigation of choice for the pre-operative diagnosis of breast lesions. This includes core needle biopsy (CNB) and vacuum-assisted biopsy (VAB) with or without radiologic assistance. The performance indices of both of these biopsy techniques were evaluated. In a large cohort of patients with breast lesions including 464 cases (285 CNB and 179 VAB), with confirmed outcomes, the diagnostic accuracy was compared using parameters including quantitation of the sampling based on the total number of cores taken, cores containing breast parenchyma, and cores with lesion; and non-epithelial changes including necrosis and calcification. CNB showed a 99% PPV, 94% NPV, 96% sensitivity, and 99% specificity, whereas VAB demonstrated a 100% PPV, 100% NPV, 100% sensitivity, and 100% specificity. The correct diagnosis in CNB was proportional to the number of cores extracted, whereas accuracy of VAB was independent of the total number of cores taken. There was a positive correlation between the presence of calcification and malignancy in CNB, but not detected under VAB. CNB and VAB were equally efficient in palpable lesions, in detecting necrosis, and calcification. Large calcification was found to be associated with malignancy in both CNB and VAB. In non-palpable lesions, VAB was more effective in the detection of calcification. The diagnostic accuracy of VAB appeared to be independent of number of cores sampled, whereas CNB required a minimum of 3-4 cores to achieve high diagnostic accuracy.
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Affiliation(s)
- Maribel D Lacambra
- Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Ngan Shing Street, Shatin, Hong Kong, People's Republic of China
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Panjwani P, Tirumalae R, Emmanuel A. Calcium oxalate crystals--an unexpected finding in a breast aspirate. Diagn Cytopathol 2011; 39:349-51. [PMID: 21488178 DOI: 10.1002/dc.21388] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Poonam Panjwani
- Department of Pathology, St. John's National Academy of Health Sciences, Bangalore, Karnataka, India.
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BI-RADS descriptors for mammographically detected microcalcifications verified by histopathology after needle-localized open breast biopsy. AJR Am J Roentgenol 2011; 195:1466-71. [PMID: 21098211 DOI: 10.2214/ajr.10.4316] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The objective of our study was to retrospectively determine the positive predictive value of each descriptor and of combined descriptors for microcalcifications to predict the risk of malignancy as well as the appropriate final assessment category. MATERIALS AND METHODS A total of 308 needle-localized open breast biopsies for mammographically detected microcalcifications were performed in 295 women (age range, 33-71 years; mean age, 52 years) during 7 years. Thirteen patients had bilateral microcalcifications that were studied separately. Two breast radiologists retrospectively reviewed the microcalcifications with regard to their morphology, distribution, and extent and to associated findings and final assessment category, after which they categorized them into nine combined descriptors. Surgical pathology served as the reference standard for malignant lesions and follow-up of at least 12 months served as the reference for benign lesions. The Fisher's exact test, including odds ratios, was used for statistical analysis. RESULTS Of the 308 needle-localized open breast biopsies, 144 (47%) were malignant and 164 (53%) were benign. For combined descriptors of morphology and distribution, the odds ratios of malignancy regarding the higher probability of malignancy and ductal distribution were as follows: 0 for typically benign morphology or scattered distribution, 93.00 for intermediate concern and regional, 33.53 for intermediate concern and clustered, 5.00 for intermediate concern and ductal, 24.00 for higher probability of malignancy and regional, and 1.13 for higher probability of malignancy and clustered. CONCLUSION Each descriptor and combined descriptors for microcalcifications and the final assessment category could help to predict the risk of malignancy.
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Molleran V. Postbiopsy management. Semin Roentgenol 2010; 46:40-50. [PMID: 21134527 DOI: 10.1053/j.ro.2010.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Virginia Molleran
- Breast Imaging Department, UC Health/University Hospital, Cincinnati, OH, USA.
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Abstract
Background: Breast microcalcifications are key diagnostically significant radiological features for localisation of malignancy. This study explores the hypothesis that breast calcification composition is directly related to the local tissue pathological state. Methods: A total of 236 human breast calcifications from 110 patients were analysed by mid-Fouries transform infrared (FTIR) spectroscopy from three different pathology types (112 invasive carcinoma (IC), 64 in-situ carcinomas and 60 benign). The biochemical composition and the incorporation of carbonate into the hydroxyapatite lattice of the microcalcifications were studied by infrared microspectroscopy. This allowed the spectrally identified composition to be directly correlated with the histopathology grading of the surrounding tissue. Results: The carbonate content of breast microcalcifications was shown to significantly decrease when progressing from benign to malignant disease. In this study, we report significant correlations (P<0.001) between microcalcification chemical composition (carbonate content and protein matrix : mineral ratios) and distinct pathology grades (benign, in-situ carcinoma and ICs). Furthermore, a significant correlation (P<0.001) was observed between carbonate concentrations and carcinoma in-situ sub-grades. Using the two measures of pathology-specific calcification composition (carbonate content and protein matrix : mineral ratios) as the inputs to a two-metric discriminant model sensitivities of 79, 84 and 90% and specificities of 98, 82 and 96% were achieved for benign, ductal carcinoma in situ and invasive malignancies, respectively. Conclusions: We present the first demonstration of a direct link between the chemical nature of microcalcifications and the grade of the pathological breast disease. This suggests that microcalcifications have a significant association with cancer progression, and could be used for future objective analytical classification of breast pathology. A simple two-metric model has been demonstrated, more complex spectral analysis may yeild greater discrimination performance. Furthermore there appears to be a sequential progression of calcification composition.
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Abstract
Certain nonmalignant lesions encountered on percutaneous breast biopsies pose dilemmas with regard to the most appropriate clinical management subsequent to needle biopsy (ie, surgical excision vs. follow-up). These lesions include columnar cell lesions, atypical ductal hyperplasia, lobular neoplasia, papillary lesions, radial scars, fibroepithelial lesions, and mucocele-like lesions. As minimally invasive diagnostic procedures are now standard it is more important than ever to be aware of the limitations of percutaneous biopsy, particularly with regard to apparently benign lesions because of the risk that the radiologically detected lesion may harbor malignant disease not represented in the biopsy specimen. This underscores the importance of radiologic-pathologic correlation. Increasingly, radiologists are adopting vacuum-assisted devices using larger gauge needles. The changing practices among radiologists are reflected in recent studies which have enriched the literature. In addition, magnetic resonance imaging is being used more frequently in breast imaging, resulting in pathologists more often encountering benign biopsies with uncertain imaging correlation. These changes prompted evaluation of the recent literature and its possible effect on management concerns. This review focuses on management issues following the diagnosis of nonmalignant lesions diagnosed on percutaneous breast biopsy and highlights imaging terms commonly used in breast radiology reports to facilitate accurate radiologic-pathologic correlation.
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