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van Leeuwen MM, Doyle S, van den Belt-Dusebout AW, van der Mierden S, Loo CE, Mann RM, Teuwen J, Wesseling J. Clinicopathological and prognostic value of calcification morphology descriptors in ductal carcinoma in situ of the breast: a systematic review and meta-analysis. Insights Imaging 2023; 14:213. [PMID: 38051355 DOI: 10.1186/s13244-023-01529-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 09/22/2023] [Indexed: 12/07/2023] Open
Abstract
BACKGROUND Calcifications on mammography can be indicative of breast cancer, but the prognostic value of their appearance remains unclear. This systematic review and meta-analysis aimed to evaluate the association between mammographic calcification morphology descriptors (CMDs) and clinicopathological factors. METHODS A comprehensive literature search in Medline via Ovid, Embase.com, and Web of Science was conducted for articles published between 2000 and January 2022 that assessed the relationship between CMDs and clinicopathological factors, excluding case reports and review articles. The risk of bias and overall quality of evidence were evaluated using the QUIPS tool and GRADE. A random-effects model was used to synthesize the extracted data. This systematic review is reported according to the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA). RESULTS Among the 4715 articles reviewed, 29 met the inclusion criteria, reporting on 17 different clinicopathological factors in relation to CMDs. Heterogeneity between studies was present and the overall risk of bias was high, primarily due to small, inadequately described study populations. Meta-analysis demonstrated significant associations between fine linear calcifications and high-grade DCIS [pooled odds ratio (pOR), 4.92; 95% confidence interval (CI), 2.64-9.17], (comedo)necrosis (pOR, 3.46; 95% CI, 1.29-9.30), (micro)invasion (pOR, 1.53; 95% CI, 1.03-2.27), and a negative association with estrogen receptor positivity (pOR, 0.33; 95% CI, 0.12-0.89). CONCLUSIONS CMDs detected on mammography have prognostic value, but there is a high level of bias and variability between current studies. In order for CMDs to achieve clinical utility, standardization in reporting of CMDs is necessary. CRITICAL RELEVANCE STATEMENT Mammographic calcification morphology descriptors (CMDs) have prognostic value, but in order for CMDs to achieve clinical utility, standardization in reporting of CMDs is necessary. SYSTEMATIC REVIEW REGISTRATION CRD42022341599 KEY POINTS: • Mammographic calcifications can be indicative of breast cancer. • The prognostic value of mammographic calcifications is still unclear. • Specific mammographic calcification morphologies are related to lesion aggressiveness. • Variability between studies necessitates standardization in calcification evaluation to achieve clinical utility.
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Affiliation(s)
- Merle M van Leeuwen
- Division of Molecular Pathology, Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, the Netherlands
| | - Shannon Doyle
- Division of Radiation Oncology, Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, the Netherlands
| | | | - Stevie van der Mierden
- Scientific Information Services, Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, the Netherlands
| | - Claudette E Loo
- Department of Radiology, Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, the Netherlands
| | - Ritse M Mann
- Department of Radiology, Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, the Netherlands
- Department of Medical Imaging, Radboud University Nijmegen, Nijmegen, the Netherlands
| | - Jonas Teuwen
- Division of Radiation Oncology, Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, the Netherlands
- Department of Medical Imaging, Radboud University Nijmegen, Nijmegen, the Netherlands
| | - Jelle Wesseling
- Division of Molecular Pathology, Netherlands Cancer Institute - Antoni Van Leeuwenhoek, Amsterdam, the Netherlands.
- Department of Pathology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, the Netherlands.
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands.
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Ben Khadra S, Hacking SM, Carpentier B, Singh K, Wang L, Yakirevich E, Wang Y. Mass-forming ductal carcinoma in situ: An ultrasonographic and histopathologic correlation study. Pathol Res Pract 2022; 237:154035. [PMID: 35878531 DOI: 10.1016/j.prp.2022.154035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 07/19/2022] [Indexed: 10/17/2022]
Abstract
Ultrasound (US) guided core needle biopsy (CNB) for mass lesions resulting in a diagnosis of ductal carcinoma in situ (DCIS) is often considered radiologically discordant and generates surgical planning difficulty. One hundred cases of US-guided CNB for mass lesions diagnosed as DCIS were collected from 2013 to 2021. Histological features were reviewed and correlated with radiology and surgical excision findings. Thirty (30%) were high-grade (HG), and seventy (70%) were low- to intermediate-grade. Seventy-one (71%) cases had a histological correlate of a mass-forming lesion, including 26 (26%) were associated with benign mass-forming lesions (category 1) such as papilloma, complex sclerosing lesion/radial scar, fibroadenoma, sclerosing adenosis, and ruptured cyst; 23 (23%) were HG with solid pattern, comedo necrosis, and stromal desmoplasia (category 2); and 22 (22%) had predominantly papillary architecture (category 3). Twenty-nine (29%) were discordant with no histologic correlate of a mass lesion (category 4). Follow-up excisions were available in 79 cases. Invasive carcinoma was identified in 14 cases (18%), of which 8 were from the radiologically discordant category (35%), 3 (17%) associated with HG DCIS with desmoplasia, 2 (10%) associated with benign mass lesion and 1(5%) was predominantly papillary architecture. US-guided CNB for mass-forming lesions with a DCIS diagnosis on CNB can be grouped into four categories. Radiology-pathology correlation is essential. This categorization emphasized rad-path correlation and had a clear difference in upgrade rate on follow-up excision. Rad-path discordant biopsy cases were more likely to be associated with a missed invasive carcinoma (p < 0.05).
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Affiliation(s)
- Shaza Ben Khadra
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Women and Infant Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Sean M Hacking
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Women and Infant Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Bianca Carpentier
- Department of Diagnostic Radiology, Rhode Island Hospital and Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Women and Infant Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Kamaljeet Singh
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Women and Infant Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Lijuan Wang
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Women and Infant Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Evgeny Yakirevich
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Women and Infant Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Yihong Wang
- Department of Pathology and Laboratory Medicine, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA; Department of Pathology and Laboratory Medicine, Women and Infant Hospital, Warren Alpert Medical School of Brown University, Providence, RI, USA.
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Chen Y, Lowengrub JS. Tumor growth and calcification in evolving microenvironmental geometries. J Theor Biol 2019; 463:138-154. [PMID: 30528340 DOI: 10.1016/j.jtbi.2018.12.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 11/27/2018] [Accepted: 12/03/2018] [Indexed: 10/27/2022]
Abstract
In this paper, we apply the diffuse domain framework developed in Chen and Lowengrub (Tumor growth in complex, evolving microenvironmental geometries: A diffuse domain approach, J. Theor. Biol. 361 (2014) 14-30) to study the effects of a deformable basement membrane (BM) on the growth of a tumor in a confined, ductal geometry, such as ductal carcinoma in situ (DCIS). We use a continuum model of tumor microcalcification and investigate the tumor extent beyond the microcalcification. In order to solve the governing equations efficiently, we develop a stable nonlinear multigrid finite difference method. Two dimensional simulations are performed where the adhesion between tumor cells and the basement membrane is varied. Additional simulations considering the variation of duct radius and membrane stiffness are also conducted. The results demonstrate that enhanced membrane deformability promotes tumor growth and tumor calcification. When the duct radius is small, the cell-BM adhesion is weak or when the membrane is slightly deformed, the mammographic and pathologic tumor extents are linearly correlated, as predicted by Macklin et al. (J. Theor. Biol. 301 (2012) 122-140) using an agent-based model that does not account for the deformability of the basement membrane and the active forces that the membrane imparts on the tumor cells. Interestingly, we predict that when the duct radius is large, there is strong cell-BM adhesion or the membrane is highly deformed, the extents of the mammographic and pathologic tumors are instead quadratically correlated. The simulations can help surgeons to measure DCIS surgical margins while removing less non-cancerous tissue, and can improve targeting of intra- and post-operative radiotherapy.
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Affiliation(s)
- Ying Chen
- Department of Mathematics, Duke University, Durham, USA.
| | - John S Lowengrub
- Department of Mathematics, Department of Biomedical Engineering, Center for Complex Biological Systems, University of California, Irvine, USA.
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Macklin P, Frieboes HB, Sparks JL, Ghaffarizadeh A, Friedman SH, Juarez EF, Jonckheere E, Mumenthaler SM. Progress Towards Computational 3-D Multicellular Systems Biology. Adv Exp Med Biol 2017; 936:225-246. [PMID: 27739051 DOI: 10.1007/978-3-319-42023-3_12] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Tumors cannot be understood in isolation from their microenvironment. Tumor and stromal cells change phenotype based upon biochemical and biophysical inputs from their surroundings, even as they interact with and remodel the microenvironment. Cancer should be investigated as an adaptive, multicellular system in a dynamical microenvironment. Computational modeling offers the potential to detangle this complex system, but the modeling platform must ideally account for tumor heterogeneity, substrate and signaling factor biotransport, cell and tissue biophysics, tissue and vascular remodeling, microvascular and interstitial flow, and links between all these sub-systems. Such a platform should leverage high-throughput experimental data, while using open data standards for reproducibility. In this chapter, we review advances by our groups in these key areas, particularly in advanced models of tissue mechanics and interstitial flow, open source simulation software, high-throughput phenotypic screening, and multicellular data standards. In the future, we expect a transformation of computational cancer biology from individual groups modeling isolated parts of cancer, to coalitions of groups combining compatible tools to simulate the 3-D multicellular systems biology of cancer tissues.
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Affiliation(s)
- Paul Macklin
- Lawrence J. Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, USA.
| | - Hermann B Frieboes
- Department of Bioengineering, University of Louisville, Louisville, KY, USA
| | - Jessica L Sparks
- Department of Chemical, Paper, and Biomedical Engineering, Miami University, Oxford, OH, USA
| | - Ahmadreza Ghaffarizadeh
- Lawrence J. Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, USA
| | - Samuel H Friedman
- Lawrence J. Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, USA
| | - Edwin F Juarez
- Lawrence J. Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, USA.,Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Edmond Jonckheere
- Department of Electrical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Shannon M Mumenthaler
- Lawrence J. Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, USA
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Zhou W, Sollie T, Tot T, Blomqvist C, Abdsaleh S, Liljegren G, Wärnberg F. Ductal Breast Carcinoma In Situ: Mammographic Features and Its Relation to Prognosis and Tumour Biology in a Population Based Cohort. Int J Breast Cancer 2017; 2017:4351319. [PMID: 28286675 DOI: 10.1155/2017/4351319] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Revised: 12/30/2016] [Accepted: 01/17/2017] [Indexed: 11/20/2022] Open
Abstract
Casting-type calcifications and a histopathological picture with cancer-filled duct-like structures have been presented as breast cancer with neoductgenesis. We correlated mammographic features and histopathological neoductgenesis with prognosis in a DCIS cohort with long follow-up. Mammographic features were classified into seven groups according to Tabár. Histopathological neoductgenesis was defined by concentration of ducts, lymphocyte infiltration, and periductal fibrosis. Endpoints were ipsilateral (IBE) in situ and invasive events. Casting-type calcifications and neoductgenesis were both related to high nuclear grade, ER- and PR-negativity, and HER2 overexpression but not to each other. Casting-type calcifications and neoductgenesis were both related to a nonsignificant lower risk of invasive IBE, HR 0.38 (0.13–1.08) and 0.82 (0.29–2.27), respectively, and the HR of an in situ IBE was 0.90 (0.41–1.95) and 1.60 (0.75–3.39), respectively. Casting-type calcifications could not be related to a worse prognosis in DCIS. We cannot explain why a more aggressive phenotype of DCIS did not correspond to a worse prognosis. Further studies on how the progression from in situ to invasive carcinoma is driven are needed.
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Szynglarewicz B, Kasprzak P, Biecek P, Halon A, Matkowski R. Screen-detected ductal carcinoma in situ found on stereotactic vacuum-assisted biopsy of suspicious microcalcifications without mass: radiological-histological correlation. Radiol Oncol 2016; 50:145-52. [PMID: 27247546 PMCID: PMC4852961 DOI: 10.1515/raon-2016-0020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 01/26/2016] [Indexed: 11/17/2022] Open
Abstract
Background Commonly identified on screening mammography breast microcalcifications are the predominant manifestation of ductal carcinoma in situ (DCIS). The aim of this study was to investigate the association between clinico-radiological features and histological findings in patients with screen-detected DCIS. Patients and methods Consecutive 127 patients with pure DCIS found on stereotactic vacuum-assisted biopsy of screen-detected suspicious microcalcifications without mass entered the study. Patient age, type and distribution of microcalcifications, DCIS nuclear grade (NG) and the presence of comedonecrosis were investigated. Association between parameters was statistically analysed with P < 0.05 as a significance level. Results. Powdery microcalcifications were most often clustered while regional were most common of casting-type (P < 0.001). High, intermediate and low NG of DCIS was significantly related to casting-type, crushed stone-like and powdery microcalcifications, respectively (P < 0.01). Low and intermediate NG DCIS were the most common in clustered and grouped microcalcifications while high NG DCIS was the most often when regional distribution was observed (P < 0.05). Comedonecrosis was significantly more common in high NG DCIS (P < 0.01). The association between comedonecrosis and type of microcalcifications was not significant, but with their distribution was close to the significance level (P = 0.07). Patient age was not significantly related to imaging or histological findings. Conclusions The association between pattern of mammographic microcalcifications and histological findings related to more aggressive disease can be helpful in optimal surgery planning in patients with screen-detected DCIS, regarding the extent of breast intervention and consideration of synchronous sentinel node biopsy.
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Affiliation(s)
| | - Piotr Kasprzak
- Department of Breast Imaging, Lower Silesia Oncology Centre, Wroclaw, Poland
| | - Przemyslaw Biecek
- Faculty of Mathematics, Informatics and Mechanics, University of Warsaw, Warsaw, Poland
| | - Agnieszka Halon
- Department of Pathomorphology and Oncological Cytology, Wroclaw Medical University, Poland
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Lange M, Reimer T, Hartmann S, Glass Ä, Stachs A. The role of specimen radiography in breast-conserving therapy of ductal carcinoma in situ. Breast 2016; 26:73-9. [DOI: 10.1016/j.breast.2015.12.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Accepted: 12/26/2015] [Indexed: 11/15/2022] Open
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Abstract
BACKGROUND Screening for invasive cancer has led to a marked increase in the detection of ductal carcinoma in situ (DCIS). DCIS is, if appropriately managed, a low-risk disease which has a small chance of impacting on patient life expectancy. However, despite significant advances in prognostic marker development in invasive breast cancer, there are no validated diagnostic assays to inform treatment choice for women with DCIS. Therefore we are unable to target effective treatment strategies to women at high risk and avoid over-treatment of women at low risk of progression to invasive breast cancer. Paradoxically, one effect of this uncertainty is undertreatment of some women. CONTENT We review current practice and research in the field to identify key challenges in the management of DCIS. The impact of clinical research, particularly on the over and undertreatment of women with DCIS is assessed. We note slow progress toward development of diagnostic biomarkers and highlight key opportunities to accelerate advances in this area. SUMMARY DCIS is a low-risk disease, its incidence is increasing, and current treatment is effective. However, many women are either over- or undertreated. Despite repeated calls for development of diagnostic biomarkers, progress in this area has been slow, reflecting a relative lack of investment of research effort and funding. Given the low event rate in treated patients and the lateness of recurrences, many previous studies have only limited power to identify independent prognostic and predictive biomarkers. However, the potential for such biomarkers to personalize treatment for DCIS is extremely high.
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Hayes BD, Brodie C, O'Doherty A, Quinn CM. High-Grade Histologic Features of DCIS are Associated with R5 Rather than R3 Calcifications in Breast Screening Mammography. Breast J 2013; 19:319-24. [DOI: 10.1111/tbj.12106] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Brian D. Hayes
- Department of Histopathology; St Vincent's University Hospital; Elm Park; Dublin; Ireland
| | - Caroline Brodie
- Department of Histopathology; University College Hospital; Galway; Ireland
| | - Ann O'Doherty
- Merrion Breast Screening Unit; St Vincent's University Hospital; Elm Park; Dublin; Ireland
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Macklin P, Mumenthaler S, Lowengrub J. Modeling Multiscale Necrotic and Calcified Tissue Biomechanics in Cancer Patients: Application to Ductal Carcinoma In Situ (DCIS). Multiscale Computer Modeling in Biomechanics and Biomedical Engineering 2013. [DOI: 10.1007/8415_2012_150] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Macklin P, Edgerton ME, Thompson AM, Cristini V. Patient-calibrated agent-based modelling of ductal carcinoma in situ (DCIS): from microscopic measurements to macroscopic predictions of clinical progression. J Theor Biol 2012; 301:122-40. [PMID: 22342935 DOI: 10.1016/j.jtbi.2012.02.002] [Citation(s) in RCA: 123] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2011] [Revised: 01/31/2012] [Accepted: 02/01/2012] [Indexed: 12/26/2022]
Abstract
Ductal carcinoma in situ (DCIS)--a significant precursor to invasive breast cancer--is typically diagnosed as microcalcifications in mammograms. However, the effective use of mammograms and other patient data to plan treatment has been restricted by our limited understanding of DCIS growth and calcification. We develop a mechanistic, agent-based cell model and apply it to DCIS. Cell motion is determined by a balance of biomechanical forces. We use potential functions to model interactions with the basement membrane and amongst cells of unequal size and phenotype. Each cell's phenotype is determined by genomic/proteomic- and microenvironment-dependent stochastic processes. Detailed "sub-models" describe cell volume changes during proliferation and necrosis; we are the first to account for cell calcification. We introduce the first patient-specific calibration method to fully constrain the model based upon clinically-accessible histopathology data. After simulating 45 days of solid-type DCIS with comedonecrosis, the model predicts: necrotic cell lysis acts as a biomechanical stress relief and is responsible for the linear DCIS growth observed in mammography; the rate of DCIS advance varies with the duct radius; the tumour grows 7-10mm per year--consistent with mammographic data; and the mammographic and (post-operative) pathologic sizes are linearly correlated--in quantitative agreement with the clinical literature. Patient histopathology matches the predicted DCIS microstructure: an outer proliferative rim surrounds a stratified necrotic core with nuclear debris on its outer edge and calcification in the centre. This work illustrates that computational modelling can provide new insight on the biophysical underpinnings of cancer. It may 1-day be possible to augment a patient's mammography and other imaging with rigorously-calibrated models that help select optimal surgical margins based upon the patient's histopathologic data.
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Affiliation(s)
- Paul Macklin
- Center for Applied Molecular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
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Ganeshan B, Strukowska O, Skogen K, Young R, Chatwin C, Miles K. Heterogeneity of focal breast lesions and surrounding tissue assessed by mammographic texture analysis: preliminary evidence of an association with tumor invasion and estrogen receptor status. Front Oncol 2011; 1:33. [PMID: 22649761 PMCID: PMC3355915 DOI: 10.3389/fonc.2011.00033] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2011] [Accepted: 09/21/2011] [Indexed: 11/13/2022] Open
Abstract
AIM This pilot study investigates whether heterogeneity in focal breast lesions and surrounding tissue assessed on mammography is potentially related to cancer invasion and hormone receptor status. MATERIALS AND METHODS Texture analysis (TA) assessed the heterogeneity of focal lesions and their surrounding tissues in digitized mammograms from 11 patients randomly selected from an imaging archive [ductal carcinoma in situ (DCIS) only, n = 4; invasive carcinoma (IC) with DCIS, n = 3; IC only, n = 4]. TA utilized band-pass image filtration to highlight image features at different spatial frequencies (filter values: 1.0-2.5) from fine to coarse texture. The distribution of features in the derived images was quantified using uniformity. RESULTS Significant differences in uniformity were observed between patient groups for all filter values. With medium scale filtration (filter value = 1.5) pure DCIS was more uniform (median = 0.281) than either DCIS with IC (median = 0.246, p = 0.0102) or IC (median = 0.249, p = 0.0021). Lesions with high levels of estrogen receptor expression were more uniform, most notably with coarse filtration (filter values 2.0 and 2.5, r(s) = 0.812, p = 0.002). Comparison of uniformity values in focal lesions and surrounding tissue showed significant differences between DCIS with or without IC versus IC (p = 0.0009). CONCLUSION This pilot study shows the potential for computer-based assessments of heterogeneity within focal mammographic lesions and surrounding tissue to identify adverse pathological features in mammographic lesions. The technique warrants further investigation as a possible adjunct to existing computer aided diagnosis systems.
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Affiliation(s)
- Balaji Ganeshan
- Clinical and Laboratory Investigation, Clinical Imaging Sciences Centre, University of Sussex Brighton, UK
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Thomas J, Evans A, Macartney J, Pinder SE, Hanby A, Ellis I, Kearins O, Roberts T, Clements K, Lawrence G, Bishop H; Sloane Project Steering Group. Radiological and pathological size estimations of pure ductal carcinoma in situ of the breast, specimen handling and the influence on the success of breast conservation surgery: a review of 2564 cases from the Sloane Project. Br J Cancer 2010; 102:285-93. [PMID: 20051953 DOI: 10.1038/sj.bjc.6605513] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: The Sloane Project, an audit of UK screen-detected non-invasive carcinomas and atypical hyperplasias of the breast, has accrued over 5000 cases in 5 years; with paired radiological and pathological data for 2564 ductal carcinoma in situ (DCIS) cases at the point of this analysis. We have compared the radiological estimate of DCIS size with the pathological estimate of DCIS size. We have correlated these sizes with histological grade, specimen-handling methods, particularly the use of specimen slice radiographs, and the success or failure of breast-conserving surgery (BCS). Methods: The Sloane Project database was interrogated to extract information on all patients diagnosed with DCIS with complete radiological and pathological data on the size of DCIS, nuclear grade, specimen handling (with particular reference to specimen radiographs) and whether primary BCS was successful or whether the patient required further conservation surgery or a mastectomy. Results: Of 2564 patients in the study, 2013 (79%) had attempted BCS and 1430 (71%) had a successful single operation. Of the 583 BCS patients who required further surgery, 65% had successful conservation and 97% of them after a single further operation. In successful one-operation BCS patients, there was a close agreement between radiological and pathological DCIS size with radiology tending to marginally overestimate the disease extent. In multiple-operation BCS, radiology underestimated DCIS size in 59% of cases. The agreement between pathological and radiological size of DCIS was poor in mastectomies but was improved by specimen slice radiography, suggesting specimen-handling techniques as a cause. Conclusion: In 30% of patients undergoing BCS for DCIS, preoperative imaging underestimates the extent of disease resulting in a requirement for further surgery. This has implications for the further improvement of preoperative imaging and non-operative diagnosis of DCIS so that second operations are reduced to a minimum.
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Abstract
The objective of this study was to evaluate the performance of ultrasonic scores in the differential diagnosis of breast solid lesions. In all, 135 lesions of 125 cases were analyzed, including 62 benign lesions and 73 malignant lesions. Pathology was used as the gold-standard diagnostic criterion. All the sonographic features of breast lesions were recorded routinely by high-frequency sonography, every feature was graded, and the total scores for each lesion were calculated. The results indicated that there were significant differences in ultrasonic scores between benign and malignant lesions in the shape, margin, capsule, attenuation, microcalcification, and blood flow ( P < .001), and there were differences in ultrasonic scores in the length-to-width ratio and internal echoes ( P < .05). Consequently, the higher the total ultrasonic scores, the increased possibility there was of malignant lesions. The sensitivity and specificity to distinguish breast malignant lesions from benign ones were 84.9% and 88.9%, respectively, and the area (Az) under the receiver operating characteristic curve of diagnosis was 0.915 if the cutoff value of the total ultrasonic scores was 13.5. This promising performance of ultrasonic scores in analyzing the sonographic features for differentiation between benign and malignant lesions semi-quantitatively can increase the diagnostic accuracy of breast solid lesions.
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Affiliation(s)
- Yanxin Su
- Second Affiliated Hospital, Harbin Medical University, Harbin, China,
| | - Tingting An
- Second Affiliated Hospital, Harbin Medical University, Harbin, China
| | - Dawei Wang
- Harbin Engineering University, Harbin, China
| | - Jiawei Tian
- Second Affiliated Hospital, Harbin Medical University, Harbin, China
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O’Donnell M, Salem A, Badger S, Sharif M, Lioe T, Spence R. Completion mastectomy after breast conserving surgery. Breast 2008; 17:199-204. [DOI: 10.1016/j.breast.2007.10.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2007] [Revised: 09/12/2007] [Accepted: 10/08/2007] [Indexed: 11/26/2022] Open
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Ponzone R, Dominguez A, Marra V, Pisacane A, Maggiorotto F, Jacomuzzi ME, Magistris A, Biglia N, Sismondi P. Pathological classification of ductal carcinoma in situ of the breast correlates with surgical treatment and may be predicted by mammography. Breast 2007; 16:495-502. [PMID: 17507226 DOI: 10.1016/j.breast.2007.03.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2006] [Revised: 01/28/2007] [Accepted: 03/19/2007] [Indexed: 11/26/2022] Open
Abstract
In order to assess the correlation of pathological and radiological features of ductal carcinoma in situ (DCIS) of the breast and their association with surgical outcome, a consecutive series of 150 patients was retrospectively examined. Pathological slides from all patients were divided into three categories according to the pathological EPWG (European Pathologist Working Group) and DIN (Ductal Intraepithelial Neoplasia) classifications, which showed very good inter-correlation (r=0.99) (whole series). Mammographic images from 46 of these cases were blindly classified into five categories according to the level of radiological suspicion (R), morphology of calcifications (Ca) and preoperative results of needle biopsy (C/B) (limited series). No significant differences in the distribution of clinical and pathological variables were detected among whole and limited series. The lesions were grouped into two (low versus high) pathological (PRG), radiological (RRG and CaRG) and needle biopsy (C/BRG) risk groups. PRG was associated with both RRG (p=0.002) and CaRG (p=0000), but not with C/BRG. Correlations with surgical outcome were also explored, with lesions of high PRG being more likely to undergo re-excision for inadequate first wide local excision [odds ratio (OR)=2.1], mastectomy (OR=2.6) and nodal staging procedures (OR=3.8) in the whole series. Conversely, no significant correlation was found between PRG, RRG, CaRG and C/BRG with surgical outcome in the limited series. We suggest that pathological features of DCIS are associated with surgical outcome and may be predicted by mammography.
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Affiliation(s)
- Riccardo Ponzone
- Academic Division of Gynaecological Oncology, Institute for Cancer Research and Treatment (IRCC) of Candiolo, University of Turin, Azienda Sanitaria Ospedaliera Ordine Mauriziano, 10060 Candiolo, Turin, Italy.
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17
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de Roos MAJ, van der Vegt B, Peterse JL, Patriarca C, de Vries J, de Bock GH, Wesseling J. The expression pattern of MUC1 (EMA) is related to tumour characteristics and clinical outcome in 'pure' ductal carcinoma in situ of the breast. Histopathology 2007; 51:227-38. [PMID: 17650217 DOI: 10.1111/j.1365-2559.2007.02754.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
AIMS To classify MUC1 according to five predefined expression patterns in ductal carcinoma in situ (DCIS) and related clinicopathological parameters, coexpression of other biological markers and prognosis. METHODS AND RESULTS With a manual tissue arrayer, 92% (n = 80) of the 87 DCIS samples were successfully targeted. Immunohistochemistry was carried out for MUC1, oestrogen receptor (ER), progesterone receptor (PR), Her2/Neu, p53 and cyclin D1. Entire membrane expression was related to Her2/neu negativity (P =0.042). Apical membrane expression was associated with low grade (P = 0.027), Her2/neu negativity (P = 0.014) and PR positivity (P = 0.005). Focal cytoplasmic expression was related to high grade (P = 0.006). Diffuse cytoplasmic expression was associated with high grade (P = 0.004), large tumour size (P = 0.046), Her2/neu positivity (P =0.042) and cyclin D1 positivity (P = 0.002). On the basis of these analyses the four patterns were reclassified as membranous or cytoplasmic expression. On multivariate analysis, cytoplasmic MUC1 expression (hazard ratio 8.5, 95% confidence interval 1.0, 73.0; P = 0.04) was the only independent predictor of local recurrence. CONCLUSIONS Four patterns of MUC1 expression are recognized in DCIS that suggest a relationship to functional differentiation and can be simplified into two types that are clinically relevant and could therefore be helpful in the distinction between different subgroups of DCIS.
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MESH Headings
- Adult
- Aged
- Biomarkers, Tumor/metabolism
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Breast Neoplasms/surgery
- Carcinoma, Intraductal, Noninfiltrating/metabolism
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Cyclin D
- Cyclins/metabolism
- Female
- Humans
- Immunohistochemistry
- Mastectomy, Segmental
- Microarray Analysis
- Middle Aged
- Mucin-1/metabolism
- Neoplasm Recurrence, Local/metabolism
- Neoplasm Recurrence, Local/pathology
- Prognosis
- Receptor, ErbB-2/metabolism
- Receptors, Estrogen/metabolism
- Receptors, Progesterone/metabolism
- Tumor Suppressor Protein p53/metabolism
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Affiliation(s)
- M A J de Roos
- Department of Surgical Oncology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
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18
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de Roos MA, van der Vegt B, de Vries J, Wesseling J, de Bock GH. Pathological and biological differences between screen-detected and interval ductal carcinoma in situ of the breast. Ann Surg Oncol 2007; 14:2097-104. [PMID: 17453296 PMCID: PMC1914276 DOI: 10.1245/s10434-007-9395-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2006] [Accepted: 02/07/2007] [Indexed: 11/18/2022]
Abstract
Background The incidence of ductal carcinoma in situ (DCIS) has risen dramatically with the introduction of screening mammography. The aim was to evaluate differences in pathological and biological characteristics between patients with screen-detected and interval DCIS. Methods From January 1992 to December 2001, 128 consecutive patients had been treated for pure DCIS at our institute. From these, 102 had been attending the Dutch breast cancer screening program. Sufficient paraffin-embedded tissue was available in 74 out of the 102 cases to evaluate biological marker expression (Her2/neu, ER, PR, p53 and cyclin D1) on tissue microarrays (TMA group). Differences in clinicopathological characteristics and marker expression between screen-detected and interval patients were evaluated. Screen-detected DCIS was classified as DCIS detected by screening mammography, when the two-year earlier examination failed to reveal an abnormality. Interval patients were classified as patients with DCIS detected within the two-year interval between two subsequent screening rounds. Results Screen-detected DCIS was related with linear branching and coarse granular microcalcifications on mammography (p < .001) and with high-grade DCIS according to the Van Nuys classification (p = .025). In univariate analysis, screen-detected DCIS was related with Her2/neu overexpression (odds ratio [OR] = 6.5; 95%CI 1.3–31.0; p = .020), and interval DCIS was associated with low-grade (Van Nuys, OR = 7.3; 95% CI 1.6–33.3; p = .010) and PR positivity (OR = 0.3; 95%CI 0.1–1.0; p = .042). The multivariate analysis displayed an independent relation of Her2/neu overexpression with screen-detected DCIS (OR = 12.8; 95%CI 1.6–104.0; p = .018). Conclusions These findings suggest that screen-detected DCIS is biologically more aggressive than interval DCIS and should not be regarded as overdiagnosis.
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MESH Headings
- Biomarkers, Tumor/analysis
- Breast Neoplasms/chemistry
- Breast Neoplasms/diagnosis
- Breast Neoplasms/diagnostic imaging
- Breast Neoplasms/pathology
- Carcinoma, Intraductal, Noninfiltrating/chemistry
- Carcinoma, Intraductal, Noninfiltrating/diagnosis
- Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Cyclin D1/analysis
- Female
- Genes, erbB-2
- Genes, p53
- Humans
- Immunohistochemistry
- Mammography
- Mass Screening
- Receptors, Estrogen/analysis
- Receptors, Estrogen/biosynthesis
- Receptors, Progesterone/analysis
- Time Factors
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Affiliation(s)
- Marnix A de Roos
- Department of Surgical Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, PO Box 30001, 9700, RB, Groningen, The Netherlands.
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19
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Farshid G, Downey P, Gill PG. Atypical presentations of screen-detected DCIS Implications for pre-operative assessment and surgical intervention. Breast 2007; 16:161-71. [PMID: 17097878 DOI: 10.1016/j.breast.2006.08.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2006] [Revised: 08/24/2006] [Accepted: 08/30/2006] [Indexed: 11/23/2022] Open
Abstract
Few series are published on DCIS that forms parenchymal lesions on screening mammograms. The implications of these unusual presentations for pre-operative assessment and surgical intervention are of interest. In the setting of a large, population-based breast cancer screening program, the diagnostic and management implications of DCIS presenting as parenchymal lesions on screening mammograms are investigated. A total of 125 lesions (20.1% of all DCIS) presented as a mass (n=99) or microcalcifications with an associated parenchymal lesion (n=26). Cytology was positive in 47.1% of cases. Core biopsy diagnosed DCIS in 68.4% of cases. Breast surgery after a definite preoperative diagnosis achieved negative initial margins in 69.4% case, versus 54.7% without a pre-operative malignant diagnosis. The mastectomy rate was 26.4%. Axillary surgery was carried out in 32.8% cases, including axillary clearance in 26.4% of cases. One in five cases of DCIS detected during mammographic screening has features other than pure microcalcifications. This has implications for pre-operative assessment and surgical management.
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MESH Headings
- Aged
- Aged, 80 and over
- Biopsy
- Breast Neoplasms/diagnostic imaging
- Breast Neoplasms/epidemiology
- Breast Neoplasms/etiology
- Breast Neoplasms/pathology
- Breast Neoplasms/surgery
- Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging
- Carcinoma, Intraductal, Noninfiltrating/epidemiology
- Carcinoma, Intraductal, Noninfiltrating/etiology
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Female
- Humans
- Mammography
- Mastectomy, Segmental
- Medical Records
- Middle Aged
- Predictive Value of Tests
- Preoperative Care
- Retrospective Studies
- South Australia/epidemiology
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Affiliation(s)
- Gelareh Farshid
- BreastScreen SA and Division of Tissue Pathology, Institute of Medical and Veterinary Science, Frome Road, Adelaide 5000, South Australia.
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20
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Chakrabarti J, Evans AJ, James J, Ellis IO, Pinder SE, Macmillan RD. Accuracy of mammography in predicting histological extent of ductal carcinoma in situ (DCIS). Eur J Surg Oncol 2006; 32:1089-92. [PMID: 16872800 DOI: 10.1016/j.ejso.2006.05.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2006] [Accepted: 05/26/2006] [Indexed: 11/23/2022] Open
Abstract
UNLABELLED Accuracy of mammography in predicting pathological extent of ductal carcinoma in situ (DCIS). BACKGROUND AND AIMS Mammographic extent is the main determinant for offering wide local excision (WLE) for DCIS. It is recognized that this is not always accurate. Patients who prove to have larger lesions than predicted require further surgery. The aim of this study was to define the degree of variance between mammographic (MMG) and pathological (path) measurements of DCIS and to analyse the factors predicting a significant discrepancy. METHODS The pathological and mammographic data for 174 cases of DCIS were reviewed. RESULTS The mammographic size was bigger than the histological size in 97 (55.7%) and there was >10mm difference in 18 (10.3%) cases. The histological size was bigger than the mammographic size in 69 (39.7%) cases and >10mm difference was found in 30 (17.2%) cases. There was a significant relationship between larger MMG size, MMG size measured in two dimensions (MMG bi-dimensional product) and MMG-path size discrepancy (p<0.01). In addition, the larger the size discrepancy, the greater the chance of requiring more than one therapeutic procedure (p<0.01). There was no significant correlation between age, histological grade, mammographic density and shortest distance from nipple with degree of mammographic-pathological size discrepancy.
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Affiliation(s)
- J Chakrabarti
- Department of Breast Surgery, Nottingham Breast Institute, Nottingham City Hospital, University of Nottingham, Hucknall Road, Nottingham NG5 1PB, UK.
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21
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Deshpande A, Garud T, Holt SD. Core biopsy as a tool in planning the management of invasive breast cancer. World J Surg Oncol 2005; 3:1. [PMID: 15631625 PMCID: PMC544846 DOI: 10.1186/1477-7819-3-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2004] [Accepted: 01/04/2005] [Indexed: 11/18/2022] Open
Abstract
Background Core biopsy is a method of choice for the triple assessment of breast disease as it can reliably distinguish between benign and malignant tumours, between in-situ and invasive cancers and can be useful to assess oestrogen receptor status. This study was carried out to assess the reliability of core biopsy in predicting the grade and type of cancer accurately as obtaining this information can influence initial therapeutic decisions. Patients and methods A total of 105 patients who had invasive breast carcinoma diagnosed by core biopsy in year 2001 and who subsequently underwent surgical management were included. The core biopsy results were compared with final histology with the help of kappa statastics. Results A moderate level of agreement between the predicted grades and final grades was noted (kappa = 0.585). The agreement was good between predicted and final type of tumour (kappa = 0.639). Conclusions Core biopsy as a predictor of grade and type has limited use at present. We suggest that initial clinical decisions should not be based on the results of core biopsy.
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Affiliation(s)
- Amar Deshpande
- Department of General Surgery, University Hospital, Birmingham, UK.
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Yamamoto D, Yamada M, Okugawa H, Tanaka K. Predicting invasion in mammographically detected microcalcifcation: a preliminary report. World J Surg Oncol 2004; 2:8. [PMID: 15104794 PMCID: PMC419375 DOI: 10.1186/1477-7819-2-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2003] [Accepted: 04/23/2004] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND With the increased use of mammography for breast cancer screening, the diagnosis of ductal carcinoma in situ (DCIS) too has increased. This study was carried out to identify clinical and radiological factors that may predict the presence of invasive disease within mammographically detected microcalcifcation. MATERIALS AND METHODS A retrospective analysis of 13 vacuum-assisted breast biopsies (Mammotome) of mammographic calcification, which were reported to be either DCIS or invasive disease on final histopathology, was carried out. Final surgical pathology was correlated with pre-operative features (clinical, radiological and core histology) to predict the presence of an invasive component. RESULTS The overall sensitivity of Mammotome was 81.8%, while for invasion it was 50%. Small size, granular morphology, increased number and area of calcification cluster may help in predicting invasion on mammography. CONCLUSIONS Mammotome biopsy fails to detect invasion correctly in half the cases despite ascertaining correctness of biopsy with post biopsy x-ray.
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Affiliation(s)
- Daigo Yamamoto
- Department of Surgery, Kansai Medical University, Moriguchi, Osaka, Japan
| | - Masanori Yamada
- Department of Surgery, Kansai Medical University, Moriguchi, Osaka, Japan
| | - Homa Okugawa
- Department of Surgery, Kansai Medical University, Moriguchi, Osaka, Japan
| | - Kanji Tanaka
- Department of Surgery, Kansai Medical University, Moriguchi, Osaka, Japan
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