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Khubchandani JA, Kc M, Dey P, Proussaloglou EM, Valero MG, Berger E, Park T, Gross CP, Butler PD, Fayanju OM, Winer EP, Golshan M, Greenup RA. Racial and ethnic disparities in conversion to mastectomy following lumpectomy. Breast Cancer Res Treat 2025:10.1007/s10549-025-07625-6. [PMID: 39937397 DOI: 10.1007/s10549-025-07625-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 01/22/2025] [Indexed: 02/13/2025]
Abstract
PURPOSE Advances in contemporary breast cancer care (e.g., early detection, increased use of preoperative chemotherapy, and updated SSO-ASTRO margin guidelines) have the collective potential to influence successful breast conservation. We evaluated contemporary trends in conversion to mastectomy (lumpectomy followed by definitive mastectomy) among women with breast cancer undergoing initial lumpectomy. METHODS Women with unilateral clinical stage 0-III breast cancer were identified from the National Cancer Database (2009-2019). Treatment sequence was categorized into surgery first or neoadjuvant chemotherapy (NACT) followed by surgery. We used a multivariable logistic regression model to calculate the predicted probability of conversion to mastectomy across diagnosis year and race and ethnicity, controlling for socio-demographic and clinical factors. We then calculated the relative change in conversion to mastectomy over time for each race and ethnic group. RESULTS The study included N = 1,543,702 women. Approximately 9.2% received NACT. Conversion to mastectomy differed significantly between those who underwent surgery first (10.6%) versus women who received NACT (6.1%, p < 0.0001). For those who underwent surgery first, success of breast conservation differed significantly by race/ethnicity. During the study period, White women had a relative decrease of 7.6% (95% CI - 10.58, - 4.59), while Black women had a relative increase of 8.9% (95% CI 1.53, 16.19) in predicted probability of conversion to mastectomy. CONCLUSION Over the past decade, Black women deemed candidates for initial lumpectomy were more likely to be converted to mastectomy when compared to White women. A greater understanding of contributing factors is needed to improve disparities in successful breast conservation.
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Affiliation(s)
- Jasmine A Khubchandani
- National Clinician Scholars Program, Yale School of Medicine, New Haven, CT, USA.
- Veterans Affairs Connecticut Healthcare System and Yale University, West Haven, CT, USA.
- Department of Surgery, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA.
| | - Madhav Kc
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, CT, USA
| | - Pranam Dey
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Ellie M Proussaloglou
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, CT, USA
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Monica G Valero
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Elizabeth Berger
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, CT, USA
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Tristen Park
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Cary P Gross
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, CT, USA
| | - Paris D Butler
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Oluwadamilola M Fayanju
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Eric P Winer
- Yale Cancer Center, New Haven, CT, USA
- Department of Medical Oncology, Yale School of Medicine, New Haven, CT, USA
| | - Mehra Golshan
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Rachel A Greenup
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center (COPPER), Yale School of Medicine, New Haven, CT, USA
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
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Ajkay N. ASO Author Reflections: Can Adequate Surgical Margin Rates after Mastectomy Be Improved? Ann Surg Oncol 2024; 31:8900-8901. [PMID: 39394487 DOI: 10.1245/s10434-024-16312-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 09/19/2024] [Indexed: 10/13/2024]
Affiliation(s)
- Nicolás Ajkay
- The Hiram C. Polk, Jr., MD, Department of Surgery, University of Louisville School of Medicine, Louisville, KY, USA.
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3
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Kopicky L, Fan B, Valente SA. Intraoperative evaluation of surgical margins in breast cancer. Semin Diagn Pathol 2024; 41:293-300. [PMID: 38965021 DOI: 10.1053/j.semdp.2024.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Revised: 06/12/2024] [Accepted: 06/20/2024] [Indexed: 07/06/2024]
Abstract
Achieving clear resection margins at the time of lumpectomy is essential for optimal patient outcomes. Margin status is traditionally determined by pathologic evaluation of the specimen and often is difficult or impossible for the surgeon to definitively know at the time of surgery, resulting in the need for re-operation to obtain clear surgical margins. Numerous techniques have been investigated to enhance the accuracy of intraoperative margin and are reviewed in this manuscript.
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Affiliation(s)
- Lauren Kopicky
- Division of Breast Surgical Oncology, Cleveland Clinic, Cleveland, OH, USA
| | - Betty Fan
- Department of Breast Surgery, University of Chicago, Chicago, IL, USA
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Ryan JF, Ghosh S, Rajaee AN, Olson D, Lesniak DM, Peiris LJ. Re-excision rates after breast-conserving surgery for invasive breast cancer: an Albertan perspective. Can J Surg 2024; 67:E363-E369. [PMID: 39505394 PMCID: PMC11573427 DOI: 10.1503/cjs.004723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/03/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Re-operation after breast-conserving surgery for invasive breast cancer is variable among centres and individual surgeons. In this study, we aimed to characterize the current landscape of practice regarding re-operation for invasive breast cancer in the province of Alberta. METHODS This study was a retrospective review of the Synoptec database for patients undergoing primary breast-conserving surgery for invasive breast cancer or reoperation in the province of Alberta in the year 2020. We extracted data on demographic and tumour characteristics, use of intraoperative margin-assessment strategies, and surgical facility. We conducted univariate and multivariate logistic model analyses. RESULTS We included 1391 breast surgeries in the study. A total of 158 patients underwent re-operation during the study period. The median time to first reoperation was 34 days. The overall re-operation rate was 11.4% (range 5.4%-18.5%) among surgical facilities. The completion mastectomy rate was 5.2%, and 1.5% of patients underwent multiple revisional surgeries. Tumour multifocality was associated with increased revisional surgery rates on multivariate analysis (odds ratio 2.80). CONCLUSION The results of this study are consistent with the published literature. We have identified heterogeneity among sites in Alberta for revisional surgery after breast-conserving surgery for invasive breast cancer. This highlights an opportunity for ongoing education and quality improvement in breast cancer care in the province of Alberta.
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Affiliation(s)
- Joanna F Ryan
- From the Division of General Surgery, Department of Surgery, University of Alberta, Edmonton, Alta. (Ryan, Rajaee, Olson, Lesniak, Peiris); the Alberta Health Services Cross Cancer Institute, Department of Medical Oncology, University of Alberta, Edmonton, Alta. (Ghosh); the Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Alta. (Ghosh)
| | - Sunita Ghosh
- From the Division of General Surgery, Department of Surgery, University of Alberta, Edmonton, Alta. (Ryan, Rajaee, Olson, Lesniak, Peiris); the Alberta Health Services Cross Cancer Institute, Department of Medical Oncology, University of Alberta, Edmonton, Alta. (Ghosh); the Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Alta. (Ghosh)
| | - A Nikoo Rajaee
- From the Division of General Surgery, Department of Surgery, University of Alberta, Edmonton, Alta. (Ryan, Rajaee, Olson, Lesniak, Peiris); the Alberta Health Services Cross Cancer Institute, Department of Medical Oncology, University of Alberta, Edmonton, Alta. (Ghosh); the Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Alta. (Ghosh)
| | - David Olson
- From the Division of General Surgery, Department of Surgery, University of Alberta, Edmonton, Alta. (Ryan, Rajaee, Olson, Lesniak, Peiris); the Alberta Health Services Cross Cancer Institute, Department of Medical Oncology, University of Alberta, Edmonton, Alta. (Ghosh); the Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Alta. (Ghosh)
| | - David M Lesniak
- From the Division of General Surgery, Department of Surgery, University of Alberta, Edmonton, Alta. (Ryan, Rajaee, Olson, Lesniak, Peiris); the Alberta Health Services Cross Cancer Institute, Department of Medical Oncology, University of Alberta, Edmonton, Alta. (Ghosh); the Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Alta. (Ghosh)
| | - Lashan J Peiris
- From the Division of General Surgery, Department of Surgery, University of Alberta, Edmonton, Alta. (Ryan, Rajaee, Olson, Lesniak, Peiris); the Alberta Health Services Cross Cancer Institute, Department of Medical Oncology, University of Alberta, Edmonton, Alta. (Ghosh); the Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, Alta. (Ghosh)
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5
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Kaufmann M, Vaysse PM, Savage A, Kooreman LFS, Janssen N, Varma S, Ren KYM, Merchant S, Engel CJ, Olde Damink SWM, Smidt ML, Shousha S, Chauhan H, Karali E, Kazanc E, Poulogiannis G, Fichtinger G, Tauber B, Leff DR, Pringle SD, Rudan JF, Heeren RMA, Porta Siegel T, Takáts Z, Balog J. Testing of rapid evaporative mass spectrometry for histological tissue classification and molecular diagnostics in a multi-site study. Br J Cancer 2024; 131:1298-1308. [PMID: 39294437 PMCID: PMC11473823 DOI: 10.1038/s41416-024-02739-y] [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: 05/17/2024] [Accepted: 05/28/2024] [Indexed: 09/20/2024] Open
Abstract
BACKGROUND While REIMS technology has successfully been demonstrated for the histological identification of ex-vivo breast tumor tissues, questions regarding the robustness of the approach and the possibility of tumor molecular diagnostics still remain unanswered. In the current study, we set out to determine whether it is possible to acquire cross-comparable REIMS datasets at multiple sites for the identification of breast tumors and subtypes. METHODS A consortium of four sites with three of them having access to fresh surgical tissue samples performed tissue analysis using identical REIMS setups and protocols. Overall, 21 breast cancer specimens containing pathology-validated tumor and adipose tissues were analyzed and results were compared using uni- and multivariate statistics on normal, WT and PIK3CA mutant ductal carcinomas. RESULTS Statistical analysis of data from standards showed significant differences between sites and individual users. However, the multivariate classification models created from breast cancer data elicited 97.1% and 98.6% correct classification for leave-one-site-out and leave-one-patient-out cross validation. Molecular subtypes represented by PIK3CA mutation gave consistent results across sites. CONCLUSIONS The results clearly demonstrate the feasibility of creating and using global classification models for a REIMS-based margin assessment tool, supporting the clinical translatability of the approach.
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Affiliation(s)
- Martin Kaufmann
- Department of Surgery, Queen's University, Kingston, ON, Canada
- Gastrointestinal Diseases Research Unit, Kingston Health Sciences Centre, Kingston, ON, Canada
| | - Pierre-Maxence Vaysse
- Maastricht MultiModal Molecular Imaging (M4I) Institute, Division of Imaging Mass Spectrometry, Maastricht University, Maastricht, NL, Netherlands
- Department of Surgery, Maastricht University Medical Center + (MUMC+), Maastricht, NL, Netherlands
- Department of Otorhinolaryngology, Head & Neck Surgery, MUMC+, Maastricht, NL, Netherlands
| | - Adele Savage
- Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Loes F S Kooreman
- Department of Pathology, MUMC+, Maastricht, NL, Netherlands
- GROW School for Oncology and Reproduction, MUMC+, Maastricht, NL, Netherlands
| | - Natasja Janssen
- School of Computing, Queen's University, Kingston, ON, Canada
| | - Sonal Varma
- Department of Pathology, Queen's University, Kingston, ON, Canada
| | - Kevin Yi Mi Ren
- Department of Pathology, Queen's University, Kingston, ON, Canada
| | - Shaila Merchant
- Department of Surgery, Queen's University, Kingston, ON, Canada
| | - Cecil Jay Engel
- Department of Surgery, Queen's University, Kingston, ON, Canada
| | - Steven W M Olde Damink
- Department of Surgery, Maastricht University Medical Center + (MUMC+), Maastricht, NL, Netherlands
- Department of General, Visceral and Transplantation Surgery, RWTH University Hospital Aachen, Aachen, Germany
- NUTRIM School of Nutrition and Translational Research in Metabolism Faculty of Health, Maastricht University, Maastricht, NL, Netherlands
| | - Marjolein L Smidt
- Department of Surgery, Maastricht University Medical Center + (MUMC+), Maastricht, NL, Netherlands
- GROW School for Oncology and Reproduction, MUMC+, Maastricht, NL, Netherlands
| | | | - Hemali Chauhan
- Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Evdoxia Karali
- Signalling and Cancer Metabolism Team, The Institute of Cancer Research, London, UK
| | - Emine Kazanc
- Signalling and Cancer Metabolism Team, The Institute of Cancer Research, London, UK
| | - George Poulogiannis
- Signalling and Cancer Metabolism Team, The Institute of Cancer Research, London, UK
| | | | - Boglárka Tauber
- Qamcom Research & Technology Central Europe, Budapest, Hungary
| | - Daniel R Leff
- Department of Surgery and Cancer, Biosurgery and Surgical Technology, Imperial College London, London, UK
| | | | - John F Rudan
- Department of Surgery, Queen's University, Kingston, ON, Canada
| | - Ron M A Heeren
- Maastricht MultiModal Molecular Imaging (M4I) Institute, Division of Imaging Mass Spectrometry, Maastricht University, Maastricht, NL, Netherlands
| | - Tiffany Porta Siegel
- Maastricht MultiModal Molecular Imaging (M4I) Institute, Division of Imaging Mass Spectrometry, Maastricht University, Maastricht, NL, Netherlands
| | - Zoltán Takáts
- Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Júlia Balog
- Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.
- Waters Research Center, Budapest, Hungary.
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6
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Chauhan H, Jiwa N, Nagarajan VR, Thiruchelvam P, Hogben K, Al-Mufti R, Hadjiminas D, Shousha S, Cutress R, Ashrafian H, Takats Z, Leff DR. Clinicopathological Predictors of Positive Resection Margins in Breast-Conserving Surgery. Ann Surg Oncol 2024; 31:3939-3947. [PMID: 38520579 PMCID: PMC11076377 DOI: 10.1245/s10434-024-15153-8] [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: 01/15/2024] [Accepted: 02/20/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Ductal carcinoma in situ (DCIS) is associated with risk of positive resection margins following breast-conserving surgery (BCS) and subsequent reoperation. Prior reports grossly underestimate the risk of margin positivity with IBC containing a DCIS component (IBC + DCIS) due to patient-level rather than margin-level analysis. OBJECTIVE The aim of this study was to delineate the relative risk of IBC + DCIS compared with pure IBC (without a DCIS component) on margin positivity through detailed margin-level interrogation. METHODS A single institution, retrospective, observational cohort study was conducted in which pathology databases were evaluated to identify patients who underwent BCS over 5 years (2014-2019). Margin-level interrogation included granular detail into the extent, pathological subtype and grade of disease at each resection margin. Predictors of a positive margin were computed using multivariate regression analysis. RESULTS Clinicopathological details were examined from 5454 margins from 909 women. The relative risk of a positive margin with IBC + DCIS versus pure IBC was 8.76 (95% confidence interval [CI] 6.64-11.56) applying UK Association of Breast Surgery guidelines, and 8.44 (95% CI 6.57-10.84) applying the Society of Surgical Oncology/American Society for Radiation Oncology guidelines. Independent predictors of margin positivity included younger patient age (0.033, 95% CI 0.006-0.060), lower specimen weight (0.045, 95% CI 0.020-0.069), multifocality (0.256, 95% CI 0.137-0.376), lymphovascular invasion (0.138, 95% CI 0.068-0.208) and comedonecrosis (0.113, 95% CI 0.040-0.185). CONCLUSIONS Compared with pure IBC, the relative risk of a positive margin with IBC + DCIS is approximately ninefold, significantly higher than prior estimates. This margin-level methodology is believed to represent the impact of DCIS more accurately on margin positivity in IBC.
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MESH Headings
- Humans
- Female
- Margins of Excision
- Mastectomy, Segmental/methods
- Retrospective Studies
- Middle Aged
- Breast Neoplasms/surgery
- Breast Neoplasms/pathology
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Aged
- Adult
- Follow-Up Studies
- Carcinoma, Ductal, Breast/surgery
- Carcinoma, Ductal, Breast/pathology
- Prognosis
- Aged, 80 and over
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Affiliation(s)
- Hemali Chauhan
- Department of Surgery and Cancer, Imperial College London, London, UK.
| | - Natasha Jiwa
- Department of Surgery and Cancer, Imperial College London, London, UK
| | | | - Paul Thiruchelvam
- Breast Unit, Charing Cross Hospital, Imperial College NHS Trust, London, UK
| | - Katy Hogben
- Breast Unit, Charing Cross Hospital, Imperial College NHS Trust, London, UK
| | - Ragheed Al-Mufti
- Breast Unit, Charing Cross Hospital, Imperial College NHS Trust, London, UK
| | - Dimitri Hadjiminas
- Breast Unit, Charing Cross Hospital, Imperial College NHS Trust, London, UK
| | - Sami Shousha
- Breast Unit, Charing Cross Hospital, Imperial College NHS Trust, London, UK
- North West London Pathology, Imperial College NHS Trust, London, UK
| | - Ramsey Cutress
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Hutan Ashrafian
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Zoltan Takats
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Daniel Richard Leff
- Department of Surgery and Cancer, Imperial College London, London, UK
- Breast Unit, Charing Cross Hospital, Imperial College NHS Trust, London, UK
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Ma J, Chen K, Li S, Zhu L, Yu Y, Li J, Ma J, Ouyang J, Wu Z, Tan Y, He Z, Liu H, Pan Z, Li H, Liu Q, Song E. MRI-based radiomic models to predict surgical margin status and infer tumor immune microenvironment in breast cancer patients with breast-conserving surgery: a multicenter validation study. Eur Radiol 2024; 34:1774-1789. [PMID: 37658888 DOI: 10.1007/s00330-023-10144-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/18/2023] [Accepted: 07/08/2023] [Indexed: 09/05/2023]
Abstract
OBJECTIVES Accurate preoperative estimation of the risk of breast-conserving surgery (BCS) resection margin positivity would be beneficial to surgical planning. In this multicenter validation study, we developed an MRI-based radiomic model to predict the surgical margin status. METHODS We retrospectively collected preoperative breast MRI of patients undergoing BCS from three hospitals (SYMH, n = 296; SYSUCC, n = 131; TSPH, n = 143). Radiomic-based model for risk prediction of the margin positivity was trained on the SYMH patients (7:3 ratio split for the training and testing cohorts), and externally validated in the SYSUCC and TSPH cohorts. The model was able to stratify patients into different subgroups with varied risk of margin positivity. Moreover, we used the immune-radiomic models and epithelial-mesenchymal transition (EMT) signature to infer the distribution patterns of immune cells and tumor cell EMT status under different marginal status. RESULTS The AUCs of the radiomic-based model were 0.78 (0.66-0.90), 0.88 (0.79-0.96), and 0.76 (0.68-0.84) in the testing cohort and two external validation cohorts, respectively. The actual margin positivity rates ranged between 0-10% and 27.3-87.2% in low-risk and high-risk subgroups, respectively. Positive surgical margin was associated with higher levels of EMT and B cell infiltration in the tumor area, as well as the enrichment of B cells, immature dendritic cells, and neutrophil infiltration in the peritumoral area. CONCLUSIONS This MRI-based predictive model can be used as a reliable tool to predict the risk of margin positivity of BCS. Tumor immune-microenvironment alteration was associated with surgical margin status. CLINICAL RELEVANCE STATEMENT This study can assist the pre-operative planning of BCS. Further research on the tumor immune microenvironment of different resection margin states is expected to develop new margin evaluation indicators and decipher the internal mechanism. KEY POINTS • The MRI-based radiomic prediction model (CSS model) incorporating features extracted from multiple sequences and segments could estimate the margin positivity risk of breast-conserving surgery. • The radiomic score of the CSS model allows risk stratification of patients undergoing breast-conserving surgery, which could assist in surgical planning. • With the help of MRI-based radiomics to estimate the components of the immune microenvironment, for the first time, it is found that the margin status of breast-conserving surgery is associated with the infiltration of immune cells in the microenvironment and the EMT status of breast tumor cells.
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Affiliation(s)
- Jiafan Ma
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Kai Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
- Artificial Intelligence Lab, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Shunrong Li
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Liling Zhu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Yunfang Yu
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Jingwu Li
- Department of Breast Surgery, Tangshan People's Hospital, Tangshan, 063001, Hebei, China
| | - Jie Ma
- Department of Breast Surgery, Tangshan People's Hospital, Tangshan, 063001, Hebei, China
| | - Jie Ouyang
- Department of Breast Surgery, Tungwah Hospital, Sun Yat-sen University, Dongguan, 523413, China
| | - Zhuo Wu
- Artificial Intelligence Lab, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Yujie Tan
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Zifan He
- Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Haiqing Liu
- Department of Radiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Zhilong Pan
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China
| | - Haojiang Li
- Department of Radiology, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, Guangdong, China.
| | - Qiang Liu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China.
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China.
| | - Erwei Song
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, China.
- Breast Tumor Center, Yat-sen Breast Tumor Hospital, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, 510120, Guangdong, China.
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8
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Chen KA, Kirchoff KE, Butler LR, Holloway AD, Kapadia MR, Kuzmiak CM, Downs-Canner SM, Spanheimer PM, Gallagher KK, Gomez SM. Analysis of Specimen Mammography with Artificial Intelligence to Predict Margin Status. Ann Surg Oncol 2023; 30:7107-7115. [PMID: 37563337 PMCID: PMC10592216 DOI: 10.1245/s10434-023-14083-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 07/17/2023] [Indexed: 08/12/2023]
Abstract
BACKGROUND Intraoperative specimen mammography is a valuable tool in breast cancer surgery, providing immediate assessment of margins for a resected tumor. However, the accuracy of specimen mammography in detecting microscopic margin positivity is low. We sought to develop an artificial intelligence model to predict the pathologic margin status of resected breast tumors using specimen mammography. METHODS A dataset of specimen mammography images matched with pathologic margin status was collected from our institution from 2017 to 2020. The dataset was randomly split into training, validation, and test sets. Specimen mammography models pretrained on radiologic images were developed and compared with models pretrained on nonmedical images. Model performance was assessed using sensitivity, specificity, and area under the receiver operating characteristic curve (AUROC). RESULTS The dataset included 821 images, and 53% had positive margins. For three out of four model architectures tested, models pretrained on radiologic images outperformed nonmedical models. The highest performing model, InceptionV3, showed sensitivity of 84%, specificity of 42%, and AUROC of 0.71. Model performance was better among patients with invasive cancers, less dense breasts, and non-white race. CONCLUSIONS This study developed and internally validated artificial intelligence models that predict pathologic margins status for partial mastectomy from specimen mammograms. The models' accuracy compares favorably with published literature on surgeon and radiologist interpretation of specimen mammography. With further development, these models could more precisely guide the extent of resection, potentially improving cosmesis and reducing reoperations.
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Affiliation(s)
- Kevin A Chen
- Division of Surgical Oncology, Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kathryn E Kirchoff
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Logan R Butler
- Division of Surgical Oncology, Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alexa D Holloway
- Division of Surgical Oncology, Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Muneera R Kapadia
- Division of Surgical Oncology, Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Cherie M Kuzmiak
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Stephanie M Downs-Canner
- Department of Surgery, Breast Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Phillip M Spanheimer
- Division of Surgical Oncology, Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Kristalyn K Gallagher
- Division of Surgical Oncology, Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Shawn M Gomez
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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9
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White RL, Wallander ML, Leighliter ME, Sha W, Palmer PP, Sejdic A, Benbow JH, Sarma D, Robinson MM, Trufan SJ, Sarantou T. Assessing trends in breast care surveillance metrics after implementing surgeon-specific tracking and performance reporting in a large, integrated cancer network. Cancer 2023; 129:3230-3238. [PMID: 37382238 DOI: 10.1002/cncr.34924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 04/06/2023] [Accepted: 05/02/2023] [Indexed: 06/30/2023]
Abstract
BACKGROUND There are few quality metrics and benchmarks specific to surgical oncology. Development of a surgeon-level performance metrics system based on peer comparisons is hypothesized to positively influence surgical decision-making. This study established a tracking and reporting system comprised of evidence and consensus-based metrics to assess breast care delivered by individual surgeons. METHODS Surgeons' performance is assessed by a surveillance tracking system of metrics pertaining to referrals and surgical elements. This retrospective analysis of prospectively collected breast care data reports on recurring 6-month and cumulative data from nine care locations from 2015 to 2021. RESULTS Breast care was provided to 6659 patients by 41 surgeons. A total of 27 breast care metrics were evaluated over 7 years. Metrics with consistent, proficient results were retired after 18 months, including the rate of core biopsy, specimen orientation, and referrals to medical oncology, genetics, and fertility, among others. In clinically node-negative, hormone receptor-positive patients 70 years of age or older, the cumulative rate of sentinel lymph node (SLN) biopsy significantly decreased by 40% over 5.5 years (p < .001). The overall breast conservation rate for T0-T2 cancer increased 10% over 7 years. At the surgeon level, improvements were made in the median number of SLNs removed and in operative note documentation. CONCLUSIONS Implementation of a surgeon-specific, peer comparison-based metric and tracking system has yielded substantive changes in breast care management. This process and governance structure can serve as a model for quantification of breast care at other institutions and for other disease sites.
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Affiliation(s)
- Richard L White
- Division of Surgical Oncology, Department of Surgery, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Michelle L Wallander
- Clinical Trials Office, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Marjorie E Leighliter
- Breast Clinic, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Wei Sha
- Department of Cancer Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Pooja P Palmer
- Division of Community and Social Impact, Atrium Health, Charlotte, North Carolina, USA
| | - Almira Sejdic
- Department of Cancer Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Jennifer H Benbow
- Clinical Trials Office, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Deba Sarma
- Division of Surgical Oncology, Department of Surgery, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Myra M Robinson
- Department of Cancer Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Sally J Trufan
- Department of Cancer Biostatistics, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
| | - Terry Sarantou
- Division of Surgical Oncology, Department of Surgery, Levine Cancer Institute, Atrium Health, Charlotte, North Carolina, USA
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10
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Byrd BK, Wells WA, Strawbridge RR, Barth CW, Samkoe KS, Gibbs SL, Davis SC. Evaluating Receptor-Specific Fresh Specimen Staining for Tumor Margin Detection in Clinical Breast Specimens. Mol Imaging Biol 2023; 25:911-922. [PMID: 37351769 PMCID: PMC10598096 DOI: 10.1007/s11307-022-01771-9] [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: 07/01/2022] [Revised: 08/22/2022] [Accepted: 09/06/2022] [Indexed: 06/24/2023]
Abstract
PURPOSE Reliable and rapid identification of tumor in the margins of breast specimens during breast-conserving surgery to reduce repeat surgery rates is an active area of investigation. Dual-stain difference imaging (DDSI) is one of many approaches under evaluation for this application. This technique aims to topically apply fluorescent stain pairs (one targeted to a receptor-of-interest and the other a spectrally distinct isotype), image both stains, and compute a normalized difference image between the two channels. Prior evaluation and optimization in a variety of preclinical models produced encouraging diagnostic performance. Herein, we report on a pilot clinical study which evaluated HER2-targeted DDSI on 11 human breast specimens. PROCEDURES Gross sections from 11 freshly excised mastectomy specimens were processed using a HER2-receptor-targeted DDSI protocol shortly after resection. After staining with the dual-probe protocol, specimens were imaged on a fluorescence scanner, followed by tissue fixation for hematoxylin and eosin and anti-HER2 immunohistochemical staining. Receiver operator characteristic curves and area under the curve (AUC) analysis were used to assess diagnostic performance of the resulting images. Performance values were also compared to expression level determined from IHC staining. RESULTS Eight of the 11 specimens presented with distinguishable invasive ductal carcinoma and/or were not affected by an imaging artifact. In these specimens, the DDSI technique provided an AUC = 0.90 ± 0.07 for tumor-to-adipose tissue and 0.81 ± 0.15 for tumor-to-glandular tissue, which was significantly higher than AUC values recovered from images of the targeted probe alone. DDSI values and diagnostic performance did not correlate with HER2 expression level, and tumors with low HER2 expression often produced high AUC, suggesting that even the low expression levels were enough to help distinguish tumor. CONCLUSIONS The results from this preliminary study of rapid receptor-specific staining in human specimens were consistent with prior preclinical results and demonstrated promising diagnostic potential.
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Affiliation(s)
- Brook K Byrd
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755, USA
| | - Wendy A Wells
- Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center, Lebanon, NH, 03766, USA
| | | | - Connor W Barth
- Biomedical Engineering Department, Oregon Health & Science University, Portland, OR, 97201, USA
| | - Kimberley S Samkoe
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755, USA
| | - Summer L Gibbs
- Biomedical Engineering Department, Oregon Health & Science University, Portland, OR, 97201, USA
| | - Scott C Davis
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755, USA.
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11
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Streeter SS, Zuurbier RA, diFlorio-Alexander RM, Hansberry MT, Maloney BW, Pogue BW, Wells WA, Paulsen KD, Barth RJ. Breast-Conserving Surgery Margin Guidance Using Micro-Computed Tomography: Challenges When Imaging Radiodense Resection Specimens. Ann Surg Oncol 2023; 30:4097-4108. [PMID: 37041429 PMCID: PMC10600965 DOI: 10.1245/s10434-023-13364-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 02/27/2023] [Indexed: 04/13/2023]
Abstract
BACKGROUND Breast-conserving surgery (BCS) is an integral component of early-stage breast cancer treatment, but costly reexcision procedures are common due to the high prevalence of cancer-positive margins on primary resections. A need exists to develop and evaluate improved methods of margin assessment to detect positive margins intraoperatively. METHODS A prospective trial was conducted through which micro-computed tomography (micro-CT) with radiological interpretation by three independent readers was evaluated for BCS margin assessment. Results were compared to standard-of-care intraoperative margin assessment (i.e., specimen palpation and radiography [abbreviated SIA]) for detecting cancer-positive margins. RESULTS Six hundred margins from 100 patients were analyzed. Twenty-one margins in 14 patients were pathologically positive. On analysis at the specimen-level, SIA yielded a sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of 42.9%, 76.7%, 23.1%, and 89.2%, respectively. SIA correctly identified six of 14 margin-positive cases with a 23.5% false positive rate (FPR). Micro-CT readers achieved sensitivity, specificity, PPV, and NPV ranges of 35.7-50.0%, 55.8-68.6%, 15.6-15.8%, and 86.8-87.3%, respectively. Micro-CT readers correctly identified five to seven of 14 margin-positive cases with an FPR range of 31.4-44.2%. If micro-CT scanning had been combined with SIA, up to three additional margin-positive specimens would have been identified. DISCUSSION Micro-CT identified a similar proportion of margin-positive cases as standard specimen palpation and radiography, but due to difficulty distinguishing between radiodense fibroglandular tissue and cancer, resulted in a higher proportion of false positive margin assessments.
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Affiliation(s)
- Samuel S Streeter
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA.
- Department of Orthopaedics, Dartmouth Health, Lebanon, NH, USA.
| | - Rebecca A Zuurbier
- Department of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
- Dartmouth Cancer Center, Dartmouth Health, Lebanon, NH, USA
| | - Roberta M diFlorio-Alexander
- Department of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
- Dartmouth Cancer Center, Dartmouth Health, Lebanon, NH, USA
| | - Mark T Hansberry
- Department of Radiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | | | - Brian W Pogue
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
- Dartmouth Cancer Center, Dartmouth Health, Lebanon, NH, USA
- Department of Medical Physics, University of Wisconsin, Madison, WI, USA
| | - Wendy A Wells
- Dartmouth Cancer Center, Dartmouth Health, Lebanon, NH, USA
- Department of Pathology and Laboratory Medicine, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | - Keith D Paulsen
- Thayer School of Engineering, Dartmouth College, Hanover, NH, USA
- Dartmouth Cancer Center, Dartmouth Health, Lebanon, NH, USA
| | - Richard J Barth
- Dartmouth Cancer Center, Dartmouth Health, Lebanon, NH, USA.
- Department of Surgery, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA.
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12
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Rego IB, Coelho S, Semedo PM, Cavaco-Silva J, Teixeira L, Sousa S, Reis J, Dinis R, Schmitt F, Afonso N, Fougo JL, Pavão F, Baptista Leite R, Costa L. 360 Health Analysis (H360)-A Comparison of Key Performance Indicators in Breast Cancer Management across Health Institution Settings in Portugal. Curr Oncol 2023; 30:6041-6065. [PMID: 37504311 PMCID: PMC10378695 DOI: 10.3390/curroncol30070451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 06/02/2023] [Accepted: 06/14/2023] [Indexed: 07/29/2023] Open
Abstract
BACKGROUND The increased focus on quality indicators (QIs) and the use of clinical registries in real-world cancer studies have increased compliance with therapeutic standards and patient survival. The European Society of Breast Cancer Specialists (EUSOMA) established QIs to assess compliance with current standards in breast cancer care. METHODS This retrospective study is part of H360 Health Analysis and aims to describe compliance with EUSOMA QIs in breast cancer management in different hospital settings (public vs. private; general hospitals vs. oncology centers). A set of key performance indicators (KPIs) was selected based on EUSOMA and previously identified QIs. Secondary data were retrieved from patients' clinical records. Compliance with target KPIs in different disease stages was compared with minimum and target EUSOMA standards. RESULTS A total of 259 patient records were assessed. In stages I, II, and III, 18 KPIs met target EUSOMA standards, 5 met minimum standards, and 8 failed to meet minimum standards. Compliance with KPIs varied according to the type of hospital (particularly regarding diagnosis) and disease stage. Although small differences were found in KPI compliance among institutions, several statistical differences were found among treatment KPIs according to disease stage, particularly in stage III. CONCLUSIONS This study represents the first assessment of the quality of breast cancer care in different hospital settings in Portugal and shows that, although most QIs meet EUSOMA standards, there is room for improvement. Differences have been found across institutions, particularly between oncology centers and general hospitals, in diagnosis and compliance with KPIs among disease stages. Stage III showed the greatest variability in compliance with treatment KPIs, probably related to the lower specificity of the guidelines in this disease stage.
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Affiliation(s)
- Inês Brandão Rego
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- Hospital de São João, Centro Hospitalar Universitário de São João, 4200-319 Porto, Portugal
| | - Sara Coelho
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- Instituto Português de Oncologia do Porto Francisco Gentil EPE, 4200-072 Porto, Portugal
| | - Patrícia Miguel Semedo
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, 1649-028 Lisboa, Portugal
- Instituto de Medicina Molecular-João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
| | - Joana Cavaco-Silva
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- ScienceCircle-Scientific and Biomedical Consulting, 1600-369 Lisboa, Portugal
| | - Laetitia Teixeira
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, 4050-313 Porto, Portugal
| | - Susana Sousa
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, 4050-313 Porto, Portugal
| | - Joana Reis
- Hospital de São João, Centro Hospitalar Universitário de São João, 4200-319 Porto, Portugal
| | - Rui Dinis
- Hospital do Espírito Santo de Évora, 7000-811 Évora, Portugal
| | - Fernando Schmitt
- Faculdade de Medicina da Universidade do Porto, 4200-319 Porto, Portugal
| | - Noémia Afonso
- Centro Hospitalar de Vila Nova de Gaia e Espinho, 4400-129 Vila Nova de Gaia, Portugal
| | - José Luís Fougo
- Faculdade de Medicina da Universidade do Porto, 4200-319 Porto, Portugal
- Centro de Mama, Centro Hospitalar Universitário de São João, 4200-319 Porto, Portugal
| | - Francisco Pavão
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
| | - Ricardo Baptista Leite
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- Faculty of Health, Medicine and Life Sciences, Maastricht University, 6211 LK Maastricht, The Netherlands
| | - Luís Costa
- Institute of Health Sciences, Universidade Católica Portuguesa, Palma de Cima, 1649-023 Lisboa, Portugal
- Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, 1649-028 Lisboa, Portugal
- Instituto de Medicina Molecular-João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, 1649-028 Lisboa, Portugal
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13
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Abdulla HA, Rajab B, Hammad M, Alrayes A. Risk Factors for Positive Margins in Breast-Conserving Surgery. Cureus 2023; 15:e38399. [PMID: 37265920 PMCID: PMC10231845 DOI: 10.7759/cureus.38399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/28/2023] [Indexed: 06/03/2023] Open
Abstract
Introduction Breast-conserving surgery (BCS) followed by adjuvant radiotherapy has similar overall survival compared to mastectomy but is associated with higher rates of local recurrence. Positive surgical margins in BCS are the most important predictor of local recurrence. The aim of our study was to assess the risk factors associated with positive margins in women undergoing BCS for breast cancer in order to inform our clinical practice and minimize re-operation rates. Methods Patients with a diagnosis of breast cancer who underwent BCS from January 2013 to January 2021 were identified from our pathology database and included in the study. All patients underwent a lumpectomy with the removal of additional shaved cavity margins. Statistical analysis was used to assess the effect of patient clinical and pathological risk factors on the rate of positive margins. Results One hundred and twenty patients underwent BCS for breast cancer. Twenty-four percent of patients had positive margins. Of the 29 patients that underwent subsequent re-excisions, only 13 (45%) had residual disease in the re-excision specimen. In younger patients, tumors localized in lower quadrants and the presence of extensive intraductal component within invasive breast cancer increased the risk of positive margins. In addition, positive margins were encountered more significantly in patients with ductal carcinoma in situ (DCIS) compared to invasive tumors. Multivariate analysis showed that DCIS and young age were the only factors independently associated with positive margins. Conclusion DCIS and younger patients have a higher rate of positive margins during BCS than invasive breast cancer. For such patients at higher risk of positive margins, excision of cavity shave margins and intraoperative inking may be done to lower positive margin rates. Preoperative review of breast imaging, core biopsies, and counseling of patients about the likelihood of positive margins is important.
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Affiliation(s)
| | - Basma Rajab
- Surgery, Salmaniya Medical Complex, Manama, BHR
| | | | - Amal Alrayes
- Surgical Oncology, Alkindi Hospital, Zinj, BHR
- Surgery, Salmaniya Medical Complex, Manama, BHR
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14
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Abstract
Investigator-initiated trials (IITs) are designed by principal investigators who identify important, unaddressed clinical gaps and opportunities to answer these questions through clinical trials. Surgical oncologists are poised to lead IITs due to their multidisciplinary clinical practice and substantial research background. The process of developing, organizing, and implementing IITs is multifaceted and involves important steps including (but not limited to) navigating regulatory requirements, obtaining funding, and meeting enrollment targets. Here, the authors explore the steps, methodology, and barriers of IIT development by surgical oncologists and highlight the importance of IITs in oncology.
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15
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Joel C, Ciampa M, O'Hara T, Bandera BC, Mangieri CW. Effect of three-dimensional intraoperative imaging on surgical outcomes with breast conservation therapy. Am J Surg 2022; 225:1009-1012. [PMID: 36621358 DOI: 10.1016/j.amjsurg.2022.12.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/04/2022] [Accepted: 12/26/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Breast conservation therapy (BCT) is frequently performed for breast cancer and associated with a significant risk for positive margins. Intraoperative three-dimensional (3-D) tomosynthesis potentially could limit the risk of positive margins. METHODS Retrospective review of an institutional breast cancer registry. Evaluated BCT cases for a two year time period prior to and after the introduction of intraoperative 3-D tomosynthesis. Primary outcome was the effect of 3-D tomosynthesis on margin positivity rates. Secondary measures were the impact of 3-D tomosynthesis on additional margin procurements at the index surgery and operative time. RESULTS A total of 228 cases were evaluated with 106 cases utilizing 3-D tomosynthesis and 122 cases with standard imaging. No significant difference in margin positivity rates between the cohorts at 23.9% versus 15.8% for 3-D tomosynthesis and standard imaging respectively (OR 1.53, CI 0.772-3.032, P = 0.221). 3-D tomosynthesis was associated with increased margin procurement rates (OR 2.34, 95%CI 1.303-4.190, P = 0.004) and longer operative times (P < 0.001). CONCLUSION Intraoperative 3-D tomosynthesis was not found to limit margin positivity rates or improve the performance of the procedure.
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Affiliation(s)
- Constance Joel
- Department of General Surgery, Dwight D. Eisenhower Army Medical Center, Fort Gordon, GA, USA
| | - Maeghan Ciampa
- Department of General Surgery, Dwight D. Eisenhower Army Medical Center, Fort Gordon, GA, USA
| | - Thomas O'Hara
- Department of General Surgery, Dwight D. Eisenhower Army Medical Center, Fort Gordon, GA, USA
| | - Bradley C Bandera
- Department of General Surgery, Dwight D. Eisenhower Army Medical Center, Fort Gordon, GA, USA
| | - Christopher W Mangieri
- Department of General Surgery, Dwight D. Eisenhower Army Medical Center, Fort Gordon, GA, USA.
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16
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Clement C, Schops L, Nevelsteen I, Thijssen S, Van Ongeval C, Keupers M, Prevos R, Celis V, Neven P, Han S, Laenen A, Smeets A. Retrospective Cohort Study of Practical Applications of Paramagnetic Seed Localisation in Breast Carcinoma and Other Malignancies. Cancers (Basel) 2022; 14:cancers14246215. [PMID: 36551700 PMCID: PMC9777317 DOI: 10.3390/cancers14246215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 12/08/2022] [Accepted: 12/10/2022] [Indexed: 12/24/2022] Open
Abstract
(1) Background: Paramagnetic seeds are a safe alternative for the wire-guided localisation of non-palpable breast lesions, but can also be applied for non-breast lesions. This study presents the experience with a paramagnetic seed, MagSeed® (Endomagnetics Ltd., Cambridge, UK, CE-registered and FDA-cleared), in an academic and non-academic breast centre. (2) Methods: Multicentre, retrospective analysis of 374 consecutive patients who underwent surgery after paramagnetic seed localisation (MSL) between 2018 and 2020. Indications for localisation included non-palpable breast lesions (n = 356), lymph nodes (n = 15) or soft tissue lesions (n = 3). The primary outcome was feasibility and the rate of positive section margins. The secondary outcome was predictive factors for positive section margins. (3) Results: The accurate excision of high-risk breast lesions, lymph nodes and soft tissue lesions was seen in 91.07% (n = 56). Positive section margins were observed in 7.86% (n = 25) after breast conserving surgery for invasive or ductal carcinoma in situ (DCIS) (n = 318). Invasive breast cancer associated with DCIS (p = 0.043) and the size of DCIS (p < 0.001) were significantly correlated with the positive section margins. (4) Conclusion: This study confirms the feasibility of MSL, as well as the higher risk for positive margins in cases of breast carcinoma with associated DCIS. Soft tissue lesions and lymph nodes associated with other malignancies, e.g., melanoma, can also be localised with paramagnetic seeds. This offers perspectives for future applications, such as the de-escalation of axillary treatment in breast cancer.
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Affiliation(s)
- Céline Clement
- Multidisciplinary Breast Centre Department Surgical Oncology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Lieve Schops
- Department Gynaecology, Noorderhart Ziekenhuis Pelt, 3900 Pelt, Belgium
| | - Ines Nevelsteen
- Multidisciplinary Breast Centre Department Surgical Oncology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Soetkin Thijssen
- Department Gynaecology, Noorderhart Ziekenhuis Pelt, 3900 Pelt, Belgium
| | - Chantal Van Ongeval
- Multidisciplinary Breast Centre Department Radiology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Machteld Keupers
- Multidisciplinary Breast Centre Department Radiology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Renate Prevos
- Multidisciplinary Breast Centre Department Radiology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Valerie Celis
- Multidisciplinary Breast Centre Department Radiology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Patrick Neven
- Multidisciplinary Breast Centre Department of Gynaecology and Obstetrics, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Sileny Han
- Multidisciplinary Breast Centre Department of Gynaecology and Obstetrics, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
| | - Annouschka Laenen
- Leuven Biostatistics and Statistical Bioinformatics Centre (L-BioStat), 3000 Leuven, Belgium
| | - Ann Smeets
- Multidisciplinary Breast Centre Department Surgical Oncology, University Hospitals Leuven, KU Leuven, 3000 Leuven, Belgium
- Correspondence:
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17
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Schumacher JR, Lawson EH, Kong AL, Weber JJ, May J, Landercasper J, Hanlon B, Marka N, Venkatesh M, Cartmill RS, Pavuluri Quamme S, Nikolay C, Greenberg CC. A Statewide Approach to Reducing Re-excision Rates for Women With Breast-conserving Surgery. Ann Surg 2022; 276:665-672. [PMID: 35837946 PMCID: PMC9529150 DOI: 10.1097/sla.0000000000005590] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Test the effectiveness of benchmarked performance reports based on existing discharge data paired with a statewide intervention to implement evidence-based strategies on breast re-excision rates. BACKGROUND Breast-conserving surgery (BCS) is a common breast cancer surgery performed in a range of hospital settings. Studies have demonstrated variations in post-BCS re-excision rates, identifying it as a high-value improvement target. METHODS Wisconsin Hospital Association discharge data (2017-2019) were used to compare 60-day re-excision rates following BCS for breast cancer. The analysis estimated the difference in the average change preintervention to postintervention between Surgical Collaborative of Wisconsin (SCW) and nonparticipating hospitals using a logistic mixed-effects model with repeated measures, adjusting for age, payer, and hospital volume, including hospitals as random effects. The intervention included 5 collaborative meetings in 2018 to 2019 where surgeon champions shared guideline updates, best practices/challenges, and facilitated action planning. Confidential benchmarked performance reports were provided. RESULTS In 2017, there were 3692 breast procedures in SCW and 1279 in nonparticipating hospitals; hospital-level re-excision rates ranged from 5% to >50%. There was no statistically significant baseline difference in re-excision rates between SCW and nonparticipating hospitals (16.1% vs. 17.1%, P =0.47). Re-excision significantly decreased for SCW but not for nonparticipating hospitals (odds ratio=0.69, 95% confidence interval=0.52-0.91). CONCLUSIONS Benchmarked performance reports and collaborative quality improvement can decrease post-BCS re-excisions, increase quality, and decrease costs. Our study demonstrates the effective use of administrative data as a platform for statewide quality collaboratives. Using existing data requires fewer resources and offers a new paradigm that promotes participation across practice settings.
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Affiliation(s)
| | - Elise H Lawson
- Department of Surgery, University of Wisconsin-Madison, Madison, WI
| | - Amanda L Kong
- Department of Surgery, Medical College of Wisconsin, Milwaukee, WI
| | | | - Jeanette May
- Department of Surgery, University of Wisconsin-Madison, Madison, WI
| | | | - Bret Hanlon
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, WI
| | - Nicholas Marka
- Clinical and Translational Science Institute, University of Minnesota, Minneapolis, MN
| | - Manasa Venkatesh
- Department of Surgery, University of Wisconsin-Madison, Madison, WI
| | - Randi S Cartmill
- Department of Surgery, University of Wisconsin-Madison, Madison, WI
| | | | - Connor Nikolay
- Department of Surgery, University of Wisconsin-Madison, Madison, WI
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18
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Chakedis JM, Chang SB, Tang A, Kuehner GE, Savitz AC, Vuong B, Kavanagh MA. Assessment of Surgeon Factors Associated With Margin Re-excision After Breast-Conserving Surgery. JAMA Netw Open 2022; 5:e2228100. [PMID: 35994290 PMCID: PMC9396358 DOI: 10.1001/jamanetworkopen.2022.28100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
This cross-sectional study examines 5-year re-excision rates and use of recommended techniques among breast surgeons in a single health system.
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Affiliation(s)
- Jeffery M. Chakedis
- Department of General Surgery, The Permanente Medical Group, Oakland, California
| | - Sharon B. Chang
- Department of General Surgery, The Permanente Medical Group, Oakland, California
| | - Annie Tang
- Department of Surgery, University of California San Francisco, East Bay, Oakland
| | - Gillian E. Kuehner
- Department of General Surgery, The Permanente Medical Group, Oakland, California
| | - Alison C. Savitz
- Department of General Surgery, The Permanente Medical Group, Oakland, California
| | - Brooke Vuong
- Department of General Surgery, The Permanente Medical Group, Oakland, California
| | - Maihgan A. Kavanagh
- Department of General Surgery, The Permanente Medical Group, Oakland, California
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Chakedis JM, Tang A, Savitz A, Lyon LL, Palacios PE, Vuong B, Kavanagh MA, Kuehner GE, Chang SB. Economic Impact of Reducing Reexcision Rates after Breast-Conserving Surgery in a Large, Integrated Health System. Ann Surg Oncol 2022; 29:6288-6296. [PMID: 35904654 DOI: 10.1245/s10434-022-12127-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 06/12/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Reexcision after breast-conserving surgery (BCS) is costly for patients, but few studies have captured the economic burden to a healthcare system. We quantified operating room (OR) charges as well as OR time and then modeled expected savings of a reexcision reduction initiative. METHODS We performed a retrospective cohort review of all breast cancer patients with BCS between January 1, 2016 and December 31, 2020. Operating room charges of disposable supplies and implants as well as operative time were calculated. RESULTS During the 5-year period, the 8804 patients who underwent BCS, 1628 (18.5%) required reexcision. The reexcision cohort was younger (61 vs. 64 years, p < 0.001), more likely to have ductal carcinoma in situ (DCIS) (23.7% vs. 15.2%, p < 0.001), and had larger tumors (T1+T2 73.2% vs. 83.1%, p < 0.001). Reexcision costs represented 39% of total costs, the cost per patient for surgery was fourfold higher for reexcision patients. Reexcision operations comprised 14% of total operating room (OR) time (1848 of 13,030 hours). The reexcision rate for 54 surgeons varied from 7.2-39.0% with 46% (n = 25) having a reexcision rate >20%. A model simulating reducing reexcision rates to 20% or below for all surgeons reduced the reexcision rate to 16.2% overall. Using per procedure data, the model predicted a decrease in reexcision operations by 18% (327 operations), OR costs by 14% ($287,534), and OR time by 11% (204 hours). CONCLUSIONS Reexcision after BCS represents 39% of direct OR costs and 14% of OR time in our healthcare system. Modest improvements in surgeon reexcision rates may lead to significant economic and OR time savings.
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Affiliation(s)
- Jeffery M Chakedis
- Department of General Surgery, The Permanente Medical Group (TPMG), Oakland, CA, USA
| | - Annie Tang
- Department of Surgery, University of California San Francisco, East Highland Hospital, Oakland, CA, USA
| | - Alison Savitz
- Department of General Surgery, The Permanente Medical Group (TPMG), Oakland, CA, USA
| | - Liisa L Lyon
- Kaiser Permanente Northern California Division of Research, Oakland, CA, USA
| | - Patricia E Palacios
- Enterprise Business Services, Kaiser Foundation Health Plan, Oakland, CA, USA
| | - Brooke Vuong
- Department of General Surgery, The Permanente Medical Group (TPMG), Oakland, CA, USA
| | - Maihgan A Kavanagh
- Department of General Surgery, The Permanente Medical Group (TPMG), Oakland, CA, USA
| | - Gillian E Kuehner
- Department of General Surgery, The Permanente Medical Group (TPMG), Oakland, CA, USA
| | - Sharon B Chang
- Department of General Surgery, The Permanente Medical Group (TPMG), Oakland, CA, USA. .,Department of Surgery, Kaiser Permanente Medical Center Fremont, Fremont, CA, USA.
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20
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Reply to: Next-generation margin evaluation techniques in breast conserving surgery: A memorandum on intraoperative flow cytometry. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2022; 48:1439. [PMID: 35477847 DOI: 10.1016/j.ejso.2022.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 04/11/2022] [Indexed: 11/22/2022]
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21
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Burkbauer L, Goldbach M, Hoffman DI, Giannakou A, Dultz R, Brooks AD, Sataloff DM, Keele L, Tchou J. Preoperative MRI and Its Impact on Surgical Outcomes in Patients with Triple Negative Breast Cancer Treated with Primary Surgery: Did New Margin Guidelines or Cavity Shave Margins Practice Diminish the Role of Preoperative MRI? Ann Surg Oncol 2022; 29:10.1245/s10434-022-11545-w. [PMID: 35303180 DOI: 10.1245/s10434-022-11545-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 02/14/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Results of an earlier retrospective study from our institution suggested that patients with triple negative breast cancer (TNBC) who had preoperative MRI may have had an improved local recurrence rate (LRR) after breast conserving surgery (BCS). We aimed to clarify the impact of preoperative MRI on surgical outcomes in an expanded TNBC cohort treated by BCS in a contemporary era. METHODS Our study cohort comprised 648 patients with TNBC who underwent BCS between 2009 and 2018. Demographic and clinical characteristics were compared between those with (n = 292, 45.1%) and without (n = 356, 54.9%) preoperative MRI. Multivariable logistic regression was performed to assess the association of preoperative MRI with surgical outcomes. RESULTS The crude LRR of 3.5% was lower than previously reported. Univariable analyses demonstrated that the LRR and re-excision rates in the MRI and no-MRI groups were 3.4 and 3.7%, 21.6% and 27.2%, p = 0.876 and p = 0.10, respectively. Multivariable logistic regression analyses demonstrated that preoperative MRI was not associated with a lower LRR: odds ratio (OR) = 1.42 (p = 0.5). During our study period, new margin guidelines and shave margins practice were adopted in 2014 and 2015. To account for their effects, the year of diagnosis/surgery and other clinical variables were adjusted in multivariable logistic regression and inverse probability weighting models to demonstrate that preoperative MRI remained associated with a lower re-excision risk, OR 0.56, p = 0.04l; and a lower re-excision rate, 23.15% versus 36.0%, p < 0.01, respectively. CONCLUSIONS Our findings suggested that patients with TNBC anticipating BCS may benefit from preoperative MRI.
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Affiliation(s)
- Laura Burkbauer
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Macy Goldbach
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel I Hoffman
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Andreas Giannakou
- Department of Surgery, University of Rochester Medical Center, Rochester, NY, USA
| | - Rachel Dultz
- Department of Surgery, Penn Medicine Princeton Health, Princeton, NJ, USA
| | - Ari D Brooks
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | | | - Luke Keele
- Division of Epidemiology and Biostatistics, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA
| | - Julia Tchou
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA, USA.
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22
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Baliski C, Bakos B. Patient reported outcomes following breast conserving surgery are improved by minimizing re-excisions and excessive breast tissue removal. Am J Surg 2022; 224:716-721. [DOI: 10.1016/j.amjsurg.2022.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 01/31/2022] [Accepted: 03/01/2022] [Indexed: 11/01/2022]
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Emerging and future use of intra-surgical volumetric X-ray imaging and adjuvant tools for decision support in breast-conserving surgery. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2022; 22. [DOI: 10.1016/j.cobme.2022.100382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Guirguis MS, Checka C, Adrada BE, Whitman GJ, Dryden MJ, Sun J, Ding QQ, Le-Petross H, Rauch GM, Clemens M, Moseley T. Bracketing with Multiple Radioactive Seeds to Achieve Negative Margins in Breast Conservation Surgery: Multiple Seeds in Breast Surgery. Clin Breast Cancer 2022; 22:e158-e166. [PMID: 34187752 PMCID: PMC8639835 DOI: 10.1016/j.clbc.2021.05.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Breast conservation surgery (BCS) is the treatment of choice for unifocal, early-stage breast cancer. The ability to offer BCS to a wider subset of patients, including those with multifocal/multicentric cancer as well as extensive ductal carcinoma in situ, has emerged over time, especially in those undergoing joint oncoplastic reconstruction and those treated with neoadjuvant therapy. However, localization techniques using multiple radioactive seeds for bracketing in this patient subset have not been validated. MATERIALS AND METHODS A single-institution retrospective review was conducted of all patients with breast cancer who underwent BCS, guided by multiple bracketed iodine I 125 radioactive seeds between January 2014 and April 2017. RESULTS Bracketing of breast cancer using 2 or more radioactive seeds was performed in 157 breasts in 156 patients. Negative margins were achieved in 124 of 157 (79%) breasts, including 33 cases (21%) that underwent targeted margin reexcision at the time of surgery after intraoperative, multidisciplinary margin assessment. Thirty-three cases (21%) resulted in close or positive margins, of which 11 (7%) and 10 (6.4%) underwent completion mastectomy or repeat lumpectomy, respectively. Twelve patients (7.6%) did not undergo reexcision. En bloc resection was successful in 134 of 157 (85.4%) lumpectomies. Eighty-nine percent of the procedures were coupled with oncoplastic reconstruction. CONCLUSION Bracketing techniques using multiple radioactive seeds expands the indications for breast conservation therapy in patients who would have traditionally required mastectomy. Intraoperative margin assessment improves surgical and pathologic success. Larger defects created by multifocal resection are optimally managed in concert with oncoplastic reconstruction to minimize asymmetries and aesthetic defects.
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Affiliation(s)
| | - Cristina Checka
- University of Texas MD Anderson Cancer Center, Breast Surgical Oncology
| | | | - Gary J. Whitman
- University of Texas MD Anderson Cancer Center, Breast Imaging
| | - Mark J. Dryden
- University of Texas MD Anderson Cancer Center, Breast Imaging
| | - Jia Sun
- University of Texas MD Anderson Cancer Center, Biostatistics
| | - Qing-Qing Ding
- University of Texas MD Anderson Cancer Center, Anatomical Pathology
| | | | - Gaiane M. Rauch
- University of Texas MD Anderson Cancer Center, Abdominal Imaging
| | - Mark Clemens
- University of Texas MD Anderson Cancer Center, Plastic Surgery
| | - Tanya Moseley
- University of Texas MD Anderson Cancer Center, Breast Imaging
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Hoffman A, Ashkenazi I. The efficiency of MarginProbe in detecting positive resection margins in epithelial breast cancer following breast conserving surgery. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2022; 48:1498-1502. [PMID: 35219544 DOI: 10.1016/j.ejso.2022.02.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 02/08/2022] [Accepted: 02/16/2022] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Up to 30% of patients undergoing lumpectomy for breast cancer are in need for re-excision due to either close or involved margins. We evaluated the yield of Margin Probe© (MP; Dilon Technologies, USA) in a cohort of patients undergoing lumpectomy for both palpable and non-palpable tumors. METHODS Following lumpectomy, margins were evaluated with MP and readings were compared to the lumpectomies' pathological evaluation irrespective of whether additional margins were removed during surgery. Involved margins or the presence of DCIS within 1 mm of the resection margins were considered as positive margins. RESULTS 48 patients with 51 tumors underwent lumpectomy. Thirteen of the 51 lumpectomies had pathological close or involved margins. MP identified 3 out of the 13 positive margins. False-positive readings were recorded in 97 out of 287 margins. The sensitivity, specificity, positive predictive value and negative predictive value were 23.1% (95%CI 5.0% 53.8%), 66.4% (95%CI 60.7%-71.9%), 3% (95%CI 0.6%-8.5%), and 95.1% (95%CI 91.1%-97.6%) respectively. CONCLUSIONS MP cancer detection rate is relatively low while high false-positive rate leads to unnecessary shavings in almost all patients. Evaluation of MP performance should be based on comparing MP read to pathology report.
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Affiliation(s)
- Aviad Hoffman
- Breast Cancer Clinic, General Surgery Department, Rambam Medical Center, Haaliya Hashnia 8, Haifa, 3109601, Israel.
| | - Itamar Ashkenazi
- Breast Cancer Clinic, General Surgery Department, Rambam Medical Center, Haaliya Hashnia 8, Haifa, 3109601, Israel
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26
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Developing diagnostic assessment of breast lumpectomy tissues using radiomic and optical signatures. Sci Rep 2021; 11:21832. [PMID: 34750471 PMCID: PMC8575781 DOI: 10.1038/s41598-021-01414-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 10/28/2021] [Indexed: 02/07/2023] Open
Abstract
High positive margin rates in oncologic breast-conserving surgery are a pressing clinical problem. Volumetric X-ray scanning is emerging as a powerful ex vivo specimen imaging technique for analyzing resection margins, but X-rays lack contrast between non-malignant and malignant fibrous tissues. In this study, combined micro-CT and wide-field optical image radiomics were developed to classify malignancy of breast cancer tissues, demonstrating that X-ray/optical radiomics improve malignancy classification. Ninety-two standardized features were extracted from co-registered micro-CT and optical spatial frequency domain imaging samples extracted from 54 breast tumors exhibiting seven tissue subtypes confirmed by microscopic histological analysis. Multimodal feature sets improved classification performance versus micro-CT alone when adipose samples were included (AUC = 0.88 vs. 0.90; p-value = 3.65e-11) and excluded, focusing the classification task on exclusively non-malignant fibrous versus malignant tissues (AUC = 0.78 vs. 0.85; p-value = 9.33e-14). Extending the radiomics approach to high-dimensional optical data-termed "optomics" in this study-offers a promising optical image analysis technique for cancer detection. Radiomic feature data and classification source code are publicly available.
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Yun BL, Jang M, Ahn HS, Kim MY, Kim B, Kim SM. Using a mobile device for margin assessment of specimen mammography in breast-conserving surgery. Medicine (Baltimore) 2021; 100:e27243. [PMID: 34559124 PMCID: PMC8462545 DOI: 10.1097/md.0000000000027243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 08/27/2021] [Indexed: 11/25/2022] Open
Abstract
To compare the performance of margin assessment of specimen mammography (SM) in patients with breast-conserving surgery (BCS) on mobile devices and 5-megapixel (5M) thin film transistor liquid crystal display (TFT-LCD) monitors based on the safety margin for pathologic results.This retrospective study was approved by the institutional review board, and the requirement for informed consent was waived. A total of 105 consecutive breast cancer SM samples from 104 women who underwent BCS were included in the study. The SM were independently reviewed by two radiologists using mobile devices and by two additional radiologists using 5M TFT-LCD monitor. Each reader was asked to measure the shortest distance between the lesion and the lesion margin. The interpretation time was recorded. The sensitivity, specificity, and interobserver agreement were analyzed.In total, 19% (20/105) breast specimens had a positive surgical margin (<1 mm). The mean absolute difference from the pathologic margin was 0.60 ± 0.57 cm and 0.54 ± 0.47 cm using the 5 M TFT-LCD monitor and the mobile device, respectively (without any statistical significance, P = .273). The mean interpretation time was 49.5 and 47.6 s for the 5M TFT-LCD monitor and the mobile device, respectively (P = .012). The pooled sensitivity and specificity were 60% and 74% for 5M TFT-LCD monitor, and 60% and 69% for the mobile device (P = 1.00 and P = .190, respectively). The kappa coefficient indicated moderate agreement for both the displays.The diagnostic performance for margin assessment of SM in BCS patients on mobile devices and 5M TFT-LCD monitors are showed not statistically difference. The findings of the study provide evidence of the benefit of the mobile device for SM interpretation in patients who underwent BCS. However, a large sample size study is warranted before using a mobile device for margin evaluation on SM.The mobile device showed comparable diagnostic performance with 5M TFT-LCD monitor in the evaluation of SM margin in patients with BCS and could be used as a display tool for immediate assessment when a dedicated LCD monitor is unavailable.
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Affiliation(s)
- Bo La Yun
- Department of Radiology, Seoul National University Bunding Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Mijung Jang
- Department of Radiology, Seoul National University Bunding Hospital, Seoul National University College of Medicine, Seongnam, Korea
| | - Hye Shin Ahn
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Mi Young Kim
- Department of Radiology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea
| | - Bohyoung Kim
- Division of Biomedical Engineering, Hankuk University of Foreign Studies, Seoul, Korea
| | - Sun Mi Kim
- Department of Radiology, Seoul National University Bunding Hospital, Seoul National University College of Medicine, Seongnam, Korea
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Garzotto F, Comoretto RI, Michieletto S, Franzoso G, Lo Mele M, Gregori D, Bonavina MG, Bozza F, Caumo F, Saibene T. Preoperative non-palpable breast lesion localization, innovative techniques and clinical outcomes in surgical practice: A systematic review and meta-analysis. Breast 2021; 58:93-105. [PMID: 33991806 PMCID: PMC8481910 DOI: 10.1016/j.breast.2021.04.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 03/31/2021] [Accepted: 04/19/2021] [Indexed: 12/30/2022] Open
Abstract
Pre-operative localization of non-palpable breast lesions with non-wired non-ionizing (NWNI) techniques may improve clinical outcomes as reoperation rate, cosmetic outcome and contribute to organizational aspects improvement in breast-conserving surgery (BCS). However only limited literature is available and clinical studies involving these forefront devices are often small and non-randomized. Furthermore, there is a lack of consensus on free margins and cosmetic outcomes definitions. The objective of the present meta-analysis was to determine the crude clinical outcomes reported for the NWNI techniques on BCS. A literature search was performed of PubMed, Embase and Scopus databases up to February 2021 in order to select all prospective or retrospective clinical trials on pre-operative breast lesion localization done with NWNI devices. All studies were assessed following the PRISMA recommendations. Continuous outcomes were described in averages corrected for sample size, while binomial outcomes were described using the weighted average proportion. Twenty-seven studies with a total of 2103 procedures were identified. The technique is consolidated, showing for both reflectors' positioning and localization nearly the 100% rate of success. The re-excision and clear margins rates were 14% (95% CI, 11-17%) and 87% (80-92%), respectively. Overall, positive margins rates were 12% (8-17%). In studies that compared NWNI and wire localization techniques, positive margin rate is lower for the first techniques (12%, 6-22% vs 17%, 12-23%) and re-excision rate is slightly higher using the latter (13%, 9-19% vs 16%, 13-18%). Pre-operative NWNI techniques are effective in the localization of non-palpable breast lesions and are promising in obtaining clear (or negative) margins minimizing the need for re-excision and improving the cosmetic outcomes. Randomized trials are needed to confirm these findings.
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Affiliation(s)
- Francesco Garzotto
- Breast Radiology Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy.
| | - Rosanna Irene Comoretto
- Department of Cardiac Thoracic Vascular Sciences and Public Health, Unit of Biostatistics, Epidemiology and Public Health, University of Padova, Padova, Italy
| | - Silvia Michieletto
- Breast Surgery Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | | | - Marcello Lo Mele
- Department of Medicine (DIMED), Surgical Pathology Unit, University of Padua, Padua, 35121, Italy
| | - Dario Gregori
- Department of Cardiac Thoracic Vascular Sciences and Public Health, Unit of Biostatistics, Epidemiology and Public Health, University of Padova, Padova, Italy
| | | | - Fernando Bozza
- Breast Surgery Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Francesca Caumo
- Breast Radiology Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Tania Saibene
- Breast Surgery Unit, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
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Intraoperative fluorescence imaging with aminolevulinic acid detects grossly occult breast cancer: a phase II randomized controlled trial. Breast Cancer Res 2021; 23:72. [PMID: 34253233 PMCID: PMC8276412 DOI: 10.1186/s13058-021-01442-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 05/25/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Re-excision due to positive margins following breast-conserving surgery (BCS) negatively affects patient outcomes and healthcare costs. The inability to visualize margin involvement is a significant challenge in BCS. 5-Aminolevulinic acid hydrochloride (5-ALA HCl), a non-fluorescent oral prodrug, causes intracellular accumulation of fluorescent porphyrins in cancer cells. This single-center Phase II randomized controlled trial evaluated the safety, feasibility, and diagnostic accuracy of a prototype handheld fluorescence imaging device plus 5-ALA for intraoperative visualization of invasive breast carcinomas during BCS. METHODS Fifty-four patients were enrolled and randomized to receive no 5-ALA or oral 5-ALA HCl (15 or 30 mg/kg). Forty-five patients (n = 15/group) were included in the analysis. Fluorescence imaging of the excised surgical specimen was performed, and biopsies were collected from within and outside the clinically demarcated tumor border of the gross specimen for blinded histopathology. RESULTS In the absence of 5-ALA, tissue autofluorescence imaging lacked tumor-specific fluorescent contrast. Both 5-ALA doses caused bright red tumor fluorescence, with improved visualization of tumor contrasted against normal tissue autofluorescence. In the 15 mg/kg 5-ALA group, the positive predictive value (PPV) for detecting breast cancer inside and outside the grossly demarcated tumor border was 100.0% and 55.6%, respectively. In the 30 mg/kg 5-ALA group, the PPV was 100.0% and 50.0% inside and outside the demarcated tumor border, respectively. No adverse events were observed, and clinical feasibility of this imaging device-5-ALA combination approach was confirmed. CONCLUSIONS This is the first known clinical report of visualization of 5-ALA-induced fluorescence in invasive breast carcinoma using a real-time handheld intraoperative fluorescence imaging device. TRIAL REGISTRATION Clinicaltrials.gov identifier NCT01837225 . Registered 23 April 2013.
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Lack of definitive presurgical pathological diagnosis is associated with inadequate surgical margins in breast-conserving surgery. Eur J Surg Oncol 2021; 47:2483-2491. [PMID: 34120811 DOI: 10.1016/j.ejso.2021.05.047] [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: 01/08/2021] [Revised: 03/30/2021] [Accepted: 05/30/2021] [Indexed: 11/24/2022] Open
Abstract
PURPOSE To determine the impact of definitive presurgical diagnosis on surgical margins in breast-conserving surgery (BCS) for primary carcinomas; clinicopathological features were also analyzed. METHODS This retrospective study included women who underwent BCS for primary carcinomas in 2016 and 2017. Definitive presurgical diagnosis was defined as having a presurgical core needle biopsy (CNB) and not being upstaged between biopsy and surgery. Biopsy data and imaging findings including breast density were retrieved. Inadequate surgical margins (IM) were defined per latest ASCO and ASTRO guidelines. Univariable and multivariable analyses were performed. RESULTS 360 women (median age, 66) met inclusion criteria with 1 having 2 cancers. 82.5% (298/361) were invasive cancers while 17.5% (63/361) were ductal carcinoma in situ (DCIS). Most biopsies were US-guided (284/346, 82.0%), followed by mammographic (60/346, 17.3%), and MRI-guided (2/346, 0.6%). US and mammographic CNB yielded median samples of 2 and 4, respectively, with a 14G needle. 15 patients (4.2%) lacked presurgical CNB. The IM rate was 30.0%. In multivariable analysis, large invasive cancers (>20 mm), dense breasts, and DCIS were associated with IM (p = 0.029, p = 0.010, and p = 0.013, respectively). Most importantly, lack of definitive presurgical diagnosis was a risk factor for IM (OR, 2.35; 95% CI: 1.23-4.51, p = 0.010). In contrast, neither patient age (<50) nor aggressive features (e.g., LVI) were associated with IM. CONCLUSION Lack of a definitive presurgical diagnosis was associated with a two-fold increase of IM in BCS; other risk factors were dense breasts, large invasive cancers, and DCIS.
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Vartholomatos G, Ηarissis Η, Andreou M, Tatsi V, Pappa L, Kamina S, Βatistatou A, Markopoulos GS, Alexiou GA. Rapid Assessment of Resection Margins During Breast Conserving Surgery Using Intraoperative Flow Cytometry. Clin Breast Cancer 2021; 21:e602-e610. [PMID: 33820744 DOI: 10.1016/j.clbc.2021.03.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 02/28/2021] [Accepted: 03/03/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Positive margins are the most important factor for recurrence of the disease after breast-conserving surgery. Several methods have been developed throughout the years to evaluate the margin status during surgery in an attempt to assist the surgeon in excising the whole tumor at once, a goal that has not yet been accomplished. PATIENTS AND METHODS In our study, we compared intraoperative flow cytometry (iFC) with cytology and pathology in order to evaluate 606 samples of margins and tumors corresponding to 99 patients with invasive ductal carcinoma of no special type and invasive lobular carcinoma obtained from breast-conserving surgeries. RESULTS Using the pathology as the gold standard, flow cytometry had 93.3% sensitivity, 92.4% specificity, and 92.5% accuracy. Cytology had 82.3% sensitivity, 94.6% specificity, and 94.2% accuracy. CONCLUSIONS Our data support the suggestion that iFC is a novel, reliable technique that allows rapid evaluation of the excision margins of lumpectomies, thus improving the precision of breast-conserving surgery. Among the advantages of iFC are that it does not rely on the expertise of a pathologist or cytologist, it is low cost, and it has no additional psychological effect on patients, because no re-operation is needed.
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Affiliation(s)
- George Vartholomatos
- Haematology Laboratory-Unit of Molecular Biology, University Hospital of Ioannina, Ioannina, Greece; Neurosurgical Institute, University of Ioannina School of Medicine, Ioannina, Greece
| | | | - Maria Andreou
- Haematology Laboratory-Unit of Molecular Biology, University Hospital of Ioannina, Ioannina, Greece
| | | | - Lamprini Pappa
- Department of Cytology, University Hospital of Ioannina, Ioannina, Greece
| | - Sevasti Kamina
- Department of Pathology, University Hospital of Ioannina, Ioannina, Greece
| | - Anna Βatistatou
- Department of Pathology, University Hospital of Ioannina, Ioannina, Greece
| | | | - George A Alexiou
- Neurosurgical Institute, University of Ioannina School of Medicine, Ioannina, Greece; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.
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Dubsky P, Pinker K, Cardoso F, Montagna G, Ritter M, Denkert C, Rubio IT, de Azambuja E, Curigliano G, Gentilini O, Gnant M, Günthert A, Hauser N, Heil J, Knauer M, Knotek-Roggenbauerc M, Knox S, Kovacs T, Kuerer HM, Loibl S, Mannhart M, Meattini I, Penault-Llorca F, Radosevic-Robin N, Sager P, Španić T, Steyerova P, Tausch C, Peeters MJTFDV, Weber WP, Cardoso MJ, Poortmans P. Breast conservation and axillary management after primary systemic therapy in patients with early-stage breast cancer: the Lucerne toolbox. Lancet Oncol 2021; 22:e18-e28. [PMID: 33387500 DOI: 10.1016/s1470-2045(20)30580-5] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 08/26/2020] [Accepted: 09/07/2020] [Indexed: 12/13/2022]
Abstract
Primary systemic therapy is increasingly used in the treatment of patients with early-stage breast cancer, but few guidelines specifically address optimal locoregional therapies. Therefore, we established an international consortium to discuss clinical evidence and to provide expert advice on technical management of patients with early-stage breast cancer. The steering committee prepared six working packages to address all major clinical questions from diagnosis to surgery. During a consensus meeting that included members from European scientific oncology societies, clinical trial groups, and patient advocates, statements were discussed and voted on. A consensus was reached in 42% of statements, a majority in 38%, and no decision in 21%. Based on these findings, the panel developed clinical guidance recommendations and a toolbox to overcome many clinical and technical requirements associated with the diagnosis, response assessment, surgical planning, and surgery of patients with early-stage breast cancer. This guidance could convince clinicians and patients of the major clinical advancements purported by primary systemic therapy, the use of less extensive and more targeted surgery to improve the lives of patients with breast cancer.
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Affiliation(s)
- Peter Dubsky
- Breast Centre, Hirslanden Klinik St Anna, Luzern, Switzerland; Department of Surgery, Medical University of Vienna, Vienna, Austria; Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria.
| | - Katja Pinker
- Department of Biomedical Imaging and Image-guided Therapy, Division of Molecular and Gender Imaging, Medical University of Vienna, Vienna, Austria; Breast Imaging Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center and Foundation, Lisbon, Portugal
| | - Giacomo Montagna
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Breast Center, University Hospital Basel, Basel, Switzerland
| | - Mathilde Ritter
- Breast Center, University Hospital Basel, Basel, Switzerland
| | - Carsten Denkert
- Institute of Pathology, Philipps-University Marburg and University Hospital Marburg, Marburg, Germany
| | - Isabel T Rubio
- Breast Surgical Oncology Unit, Clinica Universidad de Navarra, Universidad de Navarra, Madrid, Spain
| | - Evandro de Azambuja
- Institut Jules Bordet, Brussels, Belgium; l'Université Libre de Bruxelles, Brussels, Belgium
| | | | - Oreste Gentilini
- Breast Surgery, San Raffaele University and Research Hospital, Milan, Italy
| | - Michael Gnant
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Andreas Günthert
- Breast Centre, Hirslanden Klinik St Anna, Luzern, Switzerland; Department of Breast Surgery, Gyn-zentrum Luzern, Luzern, Switzerland
| | - Nik Hauser
- Breast Centre Aarau Cham Zug, Hirslanden Klinik, Aarau, Switzerland; Frauenarztzentrum Aargau Ag, Baden, Switzerland
| | - Joerg Heil
- Heidelberg University Hospital, Heidelberg, Germany
| | - Michael Knauer
- Breast Center Eastern Switzerland, St Gallen, Switzerland
| | | | - Susan Knox
- Europa Donna-The European Breast Cancer Coalition, Milan, Italy
| | - Tibor Kovacs
- Department of Breast Surgery, Guy's and St Thomas' NHS Foundation Trust, London, UK; Breast Institute, Jiahui International Hospital, Shanghai, China
| | - Henry M Kuerer
- Division of Surgery, Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sibylle Loibl
- German Breast Group, Neu-Isenburg, Germany; Centre for Haematology and Oncology Bethanien, Frankfurt, Germany
| | - Meinrad Mannhart
- Breast Centre Aarau Cham Zug, Hirslanden Klinik, Aarau, Switzerland
| | - Icro Meattini
- Department of Experimental and Clinical Biomedical Sciences "M Serio", University of Florence, Florence, Italy; Radiation Oncology Unit, Oncology Department, Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | - Frederique Penault-Llorca
- Department of Pathology and Biopathology, Jean Perrin Comprehensive Cancer Centre, University Clermont Auvergne, INSERM U1240 IMoST, Clermont-Ferrand, France
| | - Nina Radosevic-Robin
- Department of Pathology and Biopathology, Jean Perrin Comprehensive Cancer Centre, University Clermont Auvergne, INSERM U1240 IMoST, Clermont-Ferrand, France
| | | | - Tanja Španić
- Europa Donna-The European Breast Cancer Coalition, Milan, Italy
| | - Petra Steyerova
- Breast Cancer Screening and Diagnostic Center, Clinic of Radiology, General University Hospital in Prague, Prague, Czech Republic
| | | | | | - Walter P Weber
- Breast Center, University Hospital Basel, Basel, Switzerland; Faculty of Medicine, University of Basel, Basel, Switzerland
| | - Maria J Cardoso
- Breast Unit, Champalimaud Clinical Center and Foundation, Lisbon, Portugal; Nova Medical School, Lisbon, Portugal
| | - Philip Poortmans
- Iridium Kankernetwerk, Wilrijk-Antwerp, Belgium; Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk-Antwerp, Belgium
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Ozmen T, Avisar E. The Impact of Advanced Image-Guided Breast Surgery and Oncoplastic Techniques on Margin Positivity in Breast Conserving Surgery. Cureus 2020; 12:e11831. [PMID: 33409073 PMCID: PMC7781498 DOI: 10.7759/cureus.11831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Objective Positive margins remain a significant psychological and economic burden after breast conserving surgery. The aim of this study was to test the hypothesis that advanced oncoplastic techniques as well as intraoperative integrative imaging with intraoperative ultrasound and mobile digital specimen radiography decreases positive margin rate in breast conserving surgery. Methods A single-institution retrospective review of a prospectively collected database was performed. Patients with breast neoplasms who underwent lumpectomy with or without using intraoperative integrative imaging approaches and oncoplastic techniques were included. The primary outcome was positive margin rate for each technique. Results A total of 392 patients were included in the study. The median age of the cohort was 59 years. Overall positive margin rate was 15%. Ductal carcinoma in situ (DCIS) histology and larger tumor size were associated with higher positive margin rate. Intraoperative integrative imaging significantly decreased positive margin rate (9% vs. 18%, p=0.018). Oncoplastic techniques also decreased positive margin rate from 16% to 12%, however this was not significant. Conclusion Positive margin rate was significantly lower when intraoperative integrative imaging was used. Oncoplastic techniques also decreased positive margin rate in a selected group of patients with large tumor size. We suggest incorporating these techniques in all breast conserving surgery cases.
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Affiliation(s)
- Tolga Ozmen
- Surgical Oncology, University of Miami, Miller School of Medicine, Miami, USA
| | - Eli Avisar
- Surgical Oncology, University of Miami, Miller School of Medicine, Miami, USA
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Woeste MR, Bhutiani N, Donaldson M, McMasters KM, Ajkay N. Evaluating the effect of neoadjuvant chemotherapy on surgical outcomes after breast conserving surgery. J Surg Oncol 2020; 123:439-445. [PMID: 33259649 DOI: 10.1002/jso.26301] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/27/2020] [Accepted: 11/05/2020] [Indexed: 11/07/2022]
Abstract
BACKGROUND Neoadjuvant chemotherapy (NAC) increases breast-conserving surgery (BCS) rates with comparable locoregional control and survival outcomes to adjuvant therapy. More women are receiving NAC and achieving pathologic complete responses (pCR). This study sought to evaluate the effect of NAC on surgical outcomes after the adoption of a "no-ink-on-tumor" margin policy in patients undergoing primary BCS (PBSC). METHODS An IRB approved database was queried for women undergoing BCS for invasive breast cancer after March 2014. We compared patients who underwent NAC followed by BCS versus PBCS. Demographic, tumor, treatment, and outcome variables were compared using both univariate and multivariable analysis. RESULTS A total of 162 patients were evaluated. NAC patients had significantly lower re-excision rates (0% NAC vs. 9% PBCS, p = .03), margin positivity (0% NAC vs. 5% PBCS, p = .01), and greater patient satisfaction with breast cosmesis (97 NAC vs. 77 PBCS, p = .01). On multivariable analysis, NAC was not an independent predictor of lower final resection volume, total complications, or greater satisfaction with breasts when controlling for age and T category at diagnosis. CONCLUSION NAC followed by BCS may offer less margin positivity, lower re-excision rates, and greater patient satisfaction when compared to a contemporary PBCS cohort in the "no-ink-on-tumor" era.
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Affiliation(s)
- Matthew R Woeste
- Division of Surgical Oncology, Department of Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Neal Bhutiani
- Division of Surgical Oncology, Department of Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Marilyn Donaldson
- Division of Surgical Oncology, Department of Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Kelly M McMasters
- Division of Surgical Oncology, Department of Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Nicolás Ajkay
- Division of Surgical Oncology, Department of Surgery, University of Louisville School of Medicine, Louisville, Kentucky, USA
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Tamirisa N, Lei X, Caudle AS, Giordano SH, Zhao H, Chavez-MacGregor M. Impact of SSO-ASTRO "No Ink on Tumor" Guidelines on Reexcision Rates among Older Breast Cancer Patients. Ann Surg Oncol 2020; 28:3703-3713. [PMID: 33225394 DOI: 10.1245/s10434-020-09370-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 10/26/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND The SSO-ASTRO consensus guideline on invasive breast cancer defined negative margin as no ink on tumor, obviating the need for reexcision in some patients. We evaluated the impact of these recommendations on the rates of reexcision in older breast cancer patients undergoing breast-conserving surgery (BCS). PATIENTS AND METHODS Women age ≥ 66 years with stage I-II breast cancer who underwent BCS and radiation were identified in the SEER-Medicare linked database (2012-2015). We divided patients into three cohorts: pre-guideline (January 2012 to September 2013), peri-guideline (October 2013 to March 2014), and post-guideline (April 2014 to September 2016). Descriptive statistics were used, and the relative change in reexcision rate between the pre- and post-guideline periods was calculated. Multivariable logistic regression was used to evaluate factors associated with risk of reexcision. RESULTS A total of 11,639 patients were included (pre-guideline, N = 5211; peri-guideline, N = 1366; post-guideline, N = 5062); overall, 21.7% of patients underwent reexcision. The reexcision rates decreased after the guideline was published (23.5% vs. 19.3%, p < 0.001). In the multivariable model, BCS during the post-guideline period was associated with a statistically significant decreased risk of reexcision (RR = 0.84; 95% CI 0.78-0.90). Lobular histology was associated with a higher risk of reexcision (RR = 1.32; 95% CI 1.19-1.46), and greater surgeon volume was associated with lower risk of reexcision (RR = 0.92; 95% CI 0.85-1.0). CONCLUSIONS Among older breast cancer patients undergoing BCS for invasive cancer, reexcision rates decreased with the dissemination of the SSO-ASTRO consensus guideline. Identifying factors associated with higher rates of reexcision could improve guideline compliance and reduce the frequency of unnecessary interventions in older patients.
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Affiliation(s)
- Nina Tamirisa
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xiudong Lei
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Abigail S Caudle
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sharon H Giordano
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hui Zhao
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mariana Chavez-MacGregor
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. .,Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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36
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Nunez A, Jones V, Schulz-Costello K, Schmolze D. Accuracy of gross intraoperative margin assessment for breast cancer: experience since the SSO-ASTRO margin consensus guidelines. Sci Rep 2020; 10:17344. [PMID: 33060797 PMCID: PMC7567822 DOI: 10.1038/s41598-020-74373-6] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 09/30/2020] [Indexed: 12/28/2022] Open
Abstract
Gross intraoperative assessment can be used to ensure negative margins at the time of surgery. Previous studies of this technique were conducted before the introduction of consensus guidelines defining a “positive” margin. We performed a retrospective study examining the accuracy of this technique since these guidelines were published. We identified all specimens that were grossly examined at the time of breast conserving surgery from January 2014 to July 2020. Gross and final microscopic diagnoses were compared and the performance of intraoperative examination was assessed in terms of false positive and false negative rates. Logistic regression models were used to examine the effect of clinicopathologic covariates on discordance. 327 cases were reviewed. Gross exam prompted re-excision in 166 cases (61%). The rate of false negative discordance was 8.6%. In multivariate analysis, multifocality on final pathology was associated with discordance. We consider the false negative rate acceptable for routine clinical use; however, there is an ongoing need for more accurate methods for the intraoperative assessment of margins.
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Affiliation(s)
- Alberto Nunez
- Beckman Research Institute, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, 91010, USA
| | - Veronica Jones
- Department of Surgery, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, 91010, USA
| | - Katherine Schulz-Costello
- Department of Surgery, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, 91010, USA
| | - Daniel Schmolze
- Department of Pathology, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, 91010, USA.
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Kennedy KM, Zilkens R, Allen WM, Foo KY, Fang Q, Chin L, Sanderson RW, Anstie J, Wijesinghe P, Curatolo A, Tan HEI, Morin N, Kunjuraman B, Yeomans C, Chin SL, DeJong H, Giles K, Dessauvagie BF, Latham B, Saunders CM, Kennedy BF. Diagnostic Accuracy of Quantitative Micro-Elastography for Margin Assessment in Breast-Conserving Surgery. Cancer Res 2020; 80:1773-1783. [PMID: 32295783 DOI: 10.1158/0008-5472.can-19-1240] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Revised: 08/09/2019] [Accepted: 02/14/2020] [Indexed: 01/16/2023]
Abstract
Inadequate margins in breast-conserving surgery (BCS) are associated with an increased likelihood of local recurrence of breast cancer. Currently, approximately 20% of BCS patients require repeat surgery due to inadequate margins at the initial operation. Implementation of an accurate, intraoperative margin assessment tool may reduce this re-excision rate. This study determined, for the first time, the diagnostic accuracy of quantitative micro-elastography (QME), an optical coherence tomography (OCT)-based elastography technique that produces images of tissue microscale elasticity, for detecting tumor within 1 mm of the margins of BCS specimens. Simultaneous OCT and QME were performed on the margins of intact, freshly excised specimens from 83 patients undergoing BCS and on dissected specimens from 7 patients undergoing mastectomy. The resulting three-dimensional images (45 × 45 × 1 mm) were coregistered with postoperative histology to determine tissue types present in each scan. Data from 12 BCS patients and the 7 mastectomy patients served to build a set of images for reader training. One hundred and fifty-four subimages (10 × 10 × 1 mm) from the remaining 71 BCS patients were included in a blinded reader study, which resulted in 69.0% sensitivity and 79.0% specificity using OCT images, versus 92.9% sensitivity and 96.4% specificity using elasticity images. The quantitative nature of QME also facilitated development of an automated reader, which resulted in 100.0% sensitivity and 97.7% specificity. These results demonstrate high accuracy of QME for detecting tumor within 1 mm of the margin and the potential for this technique to improve outcomes in BCS. SIGNIFICANCE: An optical imaging technology probes breast tissue elasticity to provide accurate assessment of tumor margin involvement in breast-conserving surgery.
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Affiliation(s)
- Kelsey M Kennedy
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia
| | - Renate Zilkens
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,School of Medicine, The University of Western Australia, Perth, Australia
| | - Wes M Allen
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - Ken Y Foo
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - Qi Fang
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - Lixin Chin
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - Rowan W Sanderson
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - James Anstie
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - Philip Wijesinghe
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - Andrea Curatolo
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia.,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
| | - Hsern Ern I Tan
- School of Medicine, The University of Western Australia, Perth, Australia
| | | | | | - Chris Yeomans
- PathWest, Fiona Stanley Hospital, Murdoch, Australia
| | - Synn Lynn Chin
- Breast Centre, Fiona Stanley Hospital, Murdoch, Australia
| | - Helen DeJong
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia
| | | | - Benjamin F Dessauvagie
- School of Medicine, The University of Western Australia, Perth, Australia.,PathWest, Fiona Stanley Hospital, Murdoch, Australia
| | - Bruce Latham
- PathWest, Fiona Stanley Hospital, Murdoch, Australia
| | - Christobel M Saunders
- School of Medicine, The University of Western Australia, Perth, Australia.,Breast Centre, Fiona Stanley Hospital, Murdoch, Australia.,Breast Clinic, Royal Perth Hospital, Perth, Australia
| | - Brendan F Kennedy
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, Australia. .,Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, Australia
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Balasundaram G, Goh Y, Moothanchery M, Attia A, Lim HQ, Burton NC, Qiu Y, Putti TC, Chan CW, Hartmann M, Quek ST, Olivo M. Optoacoustic characterization of breast conserving surgery specimens - A pilot study. PHOTOACOUSTICS 2020; 19:100164. [PMID: 32420026 PMCID: PMC7215246 DOI: 10.1016/j.pacs.2020.100164] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Revised: 01/22/2020] [Accepted: 01/28/2020] [Indexed: 05/04/2023]
Abstract
In this pilot study, we tested an ultrasound-guided optoacoustic tomography (US-OT) two-dimensional (2D) array scanner to understand the optoacoustic patterns of excised breastconserving surgery (BCS) specimens. We imaged 14 BCS specimens containing malignant tumors at eight wavelengths spanning 700-1100 nm. Spectral unmixing across multiple wavelengths allowed for visualizing major intrinsic chromophores in the breast tissue including hemoglobin and lipid up to a depth of 7 mm. We identified less/no lipid signals within the tumor and intense deoxy-hemoglobin (Hb) signals on the rim of the tumor as unique characteristics of malignant tumors in comparison to no tumor region. We also observed continuous broad lipid signals as features of negative margins and compromised lipid signals interrupted by vasculature as features of positive margins. These differentiating patterns can form the basis of US-OT to be explored as an alternate, fast and efficient intraoperative method for evaluation of tumor resection margins.
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Affiliation(s)
| | - Yonggeng Goh
- Department of Diagnostic Imaging, National University Hospital, Singapore
| | - Mohesh Moothanchery
- Laboratory of Bio-Optical Imaging, Singapore Bioimaging Consortium, Singapore
| | - Amalina Attia
- Laboratory of Bio-Optical Imaging, Singapore Bioimaging Consortium, Singapore
| | - Hann Qian Lim
- Laboratory of Bio-Optical Imaging, Singapore Bioimaging Consortium, Singapore
| | | | - Yi Qiu
- iThera Medical GmbH, Germany
| | | | - Ching Wan Chan
- Department of Breast Surgery, National University Hospital, Singapore
| | - Mikael Hartmann
- Department of Breast Surgery, National University Hospital, Singapore
| | - Swee Tian Quek
- Department of Diagnostic Imaging, National University Hospital, Singapore
| | - Malini Olivo
- Laboratory of Bio-Optical Imaging, Singapore Bioimaging Consortium, Singapore
- Corresponding author at: Singapore Bioimaging Consortium (SBIC). A⁎STAR Research Entities, 11 Biopolis Way, #02-02 Helios, 138667, Singapore.
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Tamburelli F, Maggiorotto F, Marchiò C, Balmativola D, Magistris A, Kubatzki F, Sgandurra P, Di Virgilio MR, Regge D, Montemurro F, Gatti M, Sapino A, Ponzone R. Reoperation rate after breast conserving surgery as quality indicator in breast cancer treatment: A reappraisal. Breast 2020; 53:181-188. [PMID: 32841804 PMCID: PMC7451417 DOI: 10.1016/j.breast.2020.07.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 07/04/2020] [Accepted: 07/28/2020] [Indexed: 12/15/2022] Open
Abstract
Aim To analyse the role of repeated breast surgery (RBS) after breast conserving surgery (BCS) as a quality indicator in a consecutive series of breast cancer patients. Methods Data from 1233 breast cancer patients submitted to BCS from 2015 to 2019 were reviewed. The influence of several variables on RBS rate (182/1232; 14.8%) was examined. Univariate and multivariate analyses were conducted to look for significant associations with the risk of RBS. Results Surgical workload, BCS rate and clinicopathological variables were consistent over the study period, while RBS rate decreased after the introduction of shaving of cavity margins (from 17.9% to 9.5%). Tumor persistence at RBS was higher for mastectomy vs. re-excision (87.3% vs. 37.8%; p = 0.05), inconclusive vs. positive diagnostic biopsy (48.2% vs. 69.4%; p = 0.003), ductal carcinoma in situ vs. invasive carcinoma (69.0% vs. 51.3%; p = 0.046) and lower after neoadjuvant therapy (14.3% vs. 57.8%; p = 0.044). Several clinicopathological variables were associated with the risk of RBS, but only multifocality [Odds Ratio (OR): 1.8; p = 0.009], microcalcifications (OR: 2.0, p = 0.000), neoadjuvant therapy (OR: 0.4; p = 0.014), pathological intraoperative assessment (OR: 0.6; p = 0.010) and shaving of cavity margins (OR: 0.3; p = 0.000) retained independent value at multivariate analysis. Conclusions RBS rate can be reduced by shaving of cavity margins. Current standards for RBS should not be made more stringent due to the existence of non-actionable risk factors. The value of RBS as a quality indicator should be scrutinzed. Some breast cancer patients need a reoperation for incomplete tumor excision after breast conserving surgery. Reoperation rates show wide variations (10%–50%) among different Countries. Shaving of cavity margins may reduce the reoperation rate, but non-invasive and multicentric lesiona are non-actionable risk factors The value of reoperation rate as a quality indicator of breast cancer surgery is questionable.
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Affiliation(s)
- Francesca Tamburelli
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Furio Maggiorotto
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Caterina Marchiò
- Pathology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy; Department of Medical Sciences, University of Turin, 10126, Turin, Italy
| | - Davide Balmativola
- Pathology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Alessandra Magistris
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Franziska Kubatzki
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Paola Sgandurra
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Maria Rosaria Di Virgilio
- Radiology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Daniele Regge
- Department of Surgical Sciences, University of Turin, 10124, Turin, Italy; Radiology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Filippo Montemurro
- Multidisciplinary Outpatient Oncology Clinic, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Marco Gatti
- Radiotherapy Unit, Candiolo Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy
| | - Anna Sapino
- Pathology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy; Department of Medical Sciences, University of Turin, 10126, Turin, Italy
| | - Riccardo Ponzone
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO - IRCCS, Strada Provinciale 142 Km 3.95, 10060, Candiolo, Italy.
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Tan MP, Silva E. The case for breast-conservation treatment rates to be a quality metric. Curr Oncol 2020; 27:e442-e443. [PMID: 32905204 PMCID: PMC7467797 DOI: 10.3747/co.27.6539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
We read the article titled “Mastectomy versus breastconservation therapy: an examination of how individual, clinicopathologic, and physician factors influence decision-making” by Gu et al. […]
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Affiliation(s)
- M P Tan
- MammoCare, 38 Irrawaddy Road, 06-21, 329563 Singapore,
- Department of Surgery, 986345 University of Nebraska Medical Center, Omaha, Nebraska 68198-63445 U.S.A.,
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Partain N, Calvo C, Mokdad A, Colton A, Pouns K, Clifford E, Farr D, Huth J, Wooldridge R, Leitch AM. Differences in Re-excision Rates for Breast-Conserving Surgery Using Intraoperative 2D Versus 3D Tomosynthesis Specimen Radiograph. Ann Surg Oncol 2020; 27:4767-4776. [PMID: 32740738 DOI: 10.1245/s10434-020-08877-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Accepted: 06/19/2020] [Indexed: 12/27/2022]
Abstract
BACKGROUND Intraoperative specimen radiographs performed during breast conservation surgery for cancer reduces the need for re-excision for positive margins. We studied 2D versus 3D image-guided cavity margin excision and compared it to final pathology and need for additional surgery. METHODS We conducted a retrospective review of 657 breast-conserving operations performed for cancer from 2013 to 2018. Procedures were performed by four surgeons at a single tertiary institution with access intraoperatively to 2D and 3D radiographs. Data collected included demographics, intraoperative margin assessment, final pathology, and re-excision rates. RESULTS A total of 466 patients had 2D and 191 had 3D specimen imaging. The 2D group had a lower mean age and a higher body mass index and proportion of minority patients than the 3D group (P < 0.01). In the 3D group, there was a higher percentage of patients with mammographically denser breasts (P < 0.06); 58% of patients in the 3D group had additional imaging-directed cavity margins excised versus 32% of patients in the 2D group (P < 0.01). In the 2D group, 44 patients (9%) had positive final margins versus 8 patients (4%) in the 3D group (P = 0.02). No difference was found on total volume of excision (P = 0.56). The re-excision rate for the 2D group was 11% versus 5% for the 3D group (P = 0.02; adjusted odds ratio = 0.41, 95% confidence interval 0.19-0.86). CONCLUSIONS Re-excision rates using both modalities are low. A lower re-excision rate is independently associated with 3D tomosynthesis. This allows surgeons to excise additional margins at the index operation, decreasing reoperations and anxiety/costs for patients.
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Affiliation(s)
- Natalia Partain
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Carissia Calvo
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Ali Mokdad
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Andrea Colton
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Katherine Pouns
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Edward Clifford
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Deborah Farr
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - James Huth
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Rachel Wooldridge
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - A Marilyn Leitch
- Division of Surgical Oncology, Department of Surgery, The University of Texas Southwestern Medical Center, Dallas, TX, USA
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Baliski C, Hughes L, Bakos B. Lowering Re-excision Rates After Breast-Conserving Surgery: Unraveling the Intersection Between Surgeon Case Volumes and Techniques. Ann Surg Oncol 2020; 28:894-901. [PMID: 32638167 DOI: 10.1245/s10434-020-08731-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND The re-excision rates after breast-conserving surgery (BCS) are significantly varied, with surgeon case volume as one influential factor. Surgeons with higher case volumes have been shown to have lower reoperation rates. This study attempted to determine whether this may be attributable to excessive breast tissue removal during initial BCS. METHODS A retrospective study analyzed referrals to the authors' cancer center during 3 years. Patients undergoing initial BCS for ductal carcinoma in situ or T1-T3 breast cancers were included. Patient age, tumor factors, surgeon case volume, and the calculated resection ratio (CRR) were analyzed. The total resection volume was divided by the optimal resection volume to produce the CRR, which reflected the magnitude of excess tissue resected during initial BCS. Comparison of the mean CRR between surgeon case-volume categories was performed with a repeated measures analysis of variance. A multivariate regression model assessed the effects of the CRR and surgeon case volume on re-excision rates. RESULTS Larger tumor size, lobular histology, and lower CRR were associated with increased re-excision rates. The CRR was similar for each surgeon case-volume group. Surgeon case volume was not independently associated with re-excision rates, but surgeons with very high case volumes had lower odds of re-excision than surgeons with intermediate case volumes (odds ratio 0.44; 95% confidence interval 0.21-0.91). CONCLUSIONS When control was used for the CRR, apparent differences in re-excision rates between surgeon case-volume groups were observed, suggesting that surgeons with higher case volumes may be more accurate when performing BCS.
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Affiliation(s)
| | - Lauren Hughes
- Southern Medical Program, University of British Columbia Okanagan, Kelowna, BC, Canada
| | - Brendan Bakos
- Cancer Surveillance and Outcomes, BC Cancer, Vancouver, BC, Canada
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Tamburelli F, Ponzone R. The Value of Repeated Breast Surgery as a Quality Indicator in Breast Cancer Care. Ann Surg Oncol 2020; 28:340-352. [PMID: 32524463 DOI: 10.1245/s10434-020-08704-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Indexed: 02/06/2023]
Abstract
Breast-conserving surgery, a major achievement in surgical oncology, has allowed an increasing number of breast cancer patients to avoid the mutilation of mastectomy. However, mastectomy still is performed in certain circumstances although breast-conserving surgery would be equally safe. Many reasons, including patients' and surgeons' personal motivations, influence the decision-making process before the final choice between breast preservation and mastectomy. The importance of quality measurement and reporting in medicine is increasingly recognized, and breast surgery is no exception. The substantial variability of re-excision rates for positive surgical margins after a first attempt at breast-conserving surgery suggests that improvement is possible. Therefore, the re-excision rate has been proposed as a quality metric for assessing and comparing the performance of different institutions. Indeed, re-excision rates can be reduced by actionable factors such as accurate preoperative local staging, localization of occult lesions, and intraoperative assessment of the oriented specimen. However, equally important non-actionable risk factors pertaining the biology, detectability, and resectability of the tumor also should be taken into account. Therefore, if the re-excision rate has to be used as a performance indicator of breast surgical care, critical interpretation of results with accurate case-mix adjustment are mandatory, and reasonable targets must be appropriately set so that surgeons treating patients at higher risk of positive margins are not unduly penalized.
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Affiliation(s)
- Francesca Tamburelli
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Riccardo Ponzone
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.
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Stein MJ, Arnaout A, Zhang J. ASO Author Reflections: The Evolving Field of Oncoplastic Breast Conservation for the Management of Breast Cancer. Ann Surg Oncol 2020; 27:4513-4514. [PMID: 32458329 DOI: 10.1245/s10434-020-08594-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Indexed: 11/18/2022]
Affiliation(s)
- Michael J Stein
- Division of Plastic and Reconstructive Surgery, University of Ottawa, 451 Smyth Road, Ottawa, ON, K1H 8M5, Canada
| | - Angel Arnaout
- Division of General Surgery, University of Ottawa, Ottawa, ON, Canada
| | - Jing Zhang
- Division of Plastic and Reconstructive Surgery, University of Ottawa, 451 Smyth Road, Ottawa, ON, K1H 8M5, Canada.
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Schwarz J, Schmidt H. Technology for Intraoperative Margin Assessment in Breast Cancer. Ann Surg Oncol 2020; 27:2278-2287. [PMID: 32350717 DOI: 10.1245/s10434-020-08483-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Indexed: 12/23/2022]
Abstract
BACKGROUND As breast-conserving surgery (BCS) has become standard for treatment of breast cancer, the need for new technology to improve intraoperative margin assessment (IMA) has become clear. Close or positive margins during BCS lead to additional surgeries, treatment delay, additional stress for patients, and healthcare cost. Academia and industry have developed a diverse field of new technologies to allow surgeons to assess margins in the operating room. These technologies aim to reduce current rates of positive margins on final pathology. METHODS We selected recently developed IMA technologies, some of which have undergone large clinical trials and others that are still in early stage development. Technologies were categorized based on underlying methodology to differentiate malignant and normal tissue: spectroscopy, electrical properties, optical imaging and molecular imaging. Additionally, this review details clinical investigations, relevant statistical analysis as well as strengths and weaknesses of the various technologies. CONCLUSION Numerous technical innovations are being implemented to diminish rates of positive margins at breast tumor resection. Close collaboration among cross-disciplinary teams to further develop many of these technologies as well as completion of larger scale clinical studies are required to define an optimal approach. Development with an eye toward prioritizing sensitivity/specificity as well as healthcare cost containment has the potential to make a significant impact on this ongoing clinical need in breast cancer surgery.
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Affiliation(s)
- Julia Schwarz
- Dubin Breast Center, Tisch Cancer Institute, New York, USA.,Icahn School of Medicine at Mount Sinai, New York, NY, USA.,Breast Surgical Oncology, The Mount Sinai Hospital, New York, NY, USA
| | - Hank Schmidt
- Dubin Breast Center, Tisch Cancer Institute, New York, USA. .,Icahn School of Medicine at Mount Sinai, New York, NY, USA. .,Breast Surgical Oncology, The Mount Sinai Hospital, New York, NY, USA.
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Hoekstra S, Stoller D, Raef H. Does Gross Margin Examination Reduce Re-excision Rate in Breast Conservation for Invasive Carcinoma? CALLER Review. Eur J Breast Health 2020; 16:198-200. [PMID: 32656520 DOI: 10.5152/ejbh.2020.5180] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 02/09/2020] [Indexed: 11/22/2022]
Abstract
Objective Determine if Gross Margin Examination reduces margin re-excision rate. Our institutional practice is to perform Gross Margin Examination (GME) with Real-time re-excision (RRE) for all breast conservation specimens with Invasive Carcinoma. Materials and Methods Chart review was done to determine if this practice is helpful. 51 CALLER charts were reviewed from December 2016 to December 2017. Results Thirty-three underwent margin RRE based on the GME. 11 had cancer in the re-resected margin, 6 of which were cleared with the RRE. The other 5 were reoperated on to clear the margin because on final pathology a margin other than the re-resected margin was positive for malignancy. GME was helpful in preventing reoperation in 55%. None of the remaining 22 patients receiving were found to have a positive margin on final pathology, with 1.6 margins on average re-resected. 13/18 patients did not have RRE and had a final clear margin, but of the other 5, final margin was positive for DCIS in 2 and Invasive Cancer in 3. GME missed invasive disease at the margin in 3 of these 18 patients. Conclusion GME was helpful in preventing reoperation in 6 of 11 patients who would have had a positive margin. However, this resulted in the unnecessary removal of additional normal breast tissue in 22 patients. 3 patients' positive margins were missed with GME and required reoperation. 13 patients were able to avoid re-excision and 11 were able to clear their margin in real-time, improving outcomes 24/51 patients. GME therefore does appear useful.
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Affiliation(s)
- Suzanne Hoekstra
- Mercy Hospital, Breast Care Specialists of Maine, Portland, ME, USA
| | - Diane Stoller
- Mercy Hospital, Breast Care Specialists of Maine, Portland, ME, USA
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Newman LA. Role of Preoperative MRI in the Management of Newly Diagnosed Breast Cancer Patients. J Am Coll Surg 2020; 230:331-339. [DOI: 10.1016/j.jamcollsurg.2019.12.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 11/11/2019] [Accepted: 12/19/2019] [Indexed: 12/27/2022]
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Krishna KL, Srinath BS, Santosh D, Velusamy S, Divyamala KP, Sariya Mohammadi J, Kurpad V, Kulkarni S, Yaji P, Goud S, Dhanireddy S, Ram J. A comparative study of perioperative techniques to attain negative margins and spare healthy breast tissue in breast conserving surgery. Breast Dis 2020; 39:127-135. [PMID: 32831188 DOI: 10.3233/bd-200443] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
BACKGROUND AND AIM Traditionally lumpectomy as a part of breast-conserving surgery (BCS) is performed by palpation-guided method leading to positive margins and large excision volumes. There is no evidence suggesting that wide margin excisions decrease intra-breast tumour recurrence. Various perioperative techniques are used for margin assessment. We aimed to compare three commonly used techniques, i.e., ultrasound-guided surgery, palpation-guided surgery and cavity shaving for attaining negative margins and estimating the extent of healthy breast tissue resection. METHOD A prospective comparative study was performed on 90 patients who underwent breast conservation surgery for early breast cancer between August 2018 and June 2019. Tumour excision with a minimum of 1 cm margin was done either using ultrasound, palpation or cavity shaving. Histopathological evaluation was done to assess the margin status and excess amount of resected normal breast tissue. Calculated resection ratio (CRR) defining the excess amount of the resected breast tissue was achieved by dividing the total resection volume (TRV) by optimal resection volume (ORV). The time taken for excision was also recorded. RESULTS Histopathology of all 90 patients (30 in each group) revealed a negative resection margin in 93.3% of 30 patients in palpation-guided surgery group and 100% in both ultrasound-guided surgery and cavity shaving groups. Two patients (6.7%) from the cavity shaving group had positive margins on initial lumpectomy but shave margins were negative. TRV was significantly less in the ultrasound-guided surgery group compared to the palpation-guided surgery group and cavity shaving group (76.9 cm3, 94.7 cm3 and 126.3 cm3 respectively; p < 0.0051). CRR was 1.2 in ultrasound group compared to 1.9 in palpation group and 2.1 in cavity shave group which was also statistically significant (p < 0.0001).Excision time was significantly less (p < 0.001) in palpation-guided surgery group (13.8 min) compared to cavity shaving group (15.1 min) and ultrasound-guided group (19.4 min). CONCLUSION Ultrasound-guided surgery is more accurate in attaining negative margins with the removal of least amount of healthy breast tissue compared to palpation-guided surgery and cavity shaving.
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Affiliation(s)
- Kanyadhara Lohita Krishna
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - B S Srinath
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - Divya Santosh
- Department of Breast Radiology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - Shanthi Velusamy
- Department of Pathology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - K P Divyamala
- Department of Pathology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - J Sariya Mohammadi
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - Vishnu Kurpad
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - Sanjeev Kulkarni
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - Prabhat Yaji
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - Sandeep Goud
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
| | - Subhashini Dhanireddy
- Department of Surgical Oncology, Sri Shankara Cancer Hospital and Research Centre, Basavangudi, Bangalore, Karnataka, India
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Silva E, Tan M. ASO Author Reflections: Why the Surgeon, Who is the Person Most Influential in the Management of Breast Cancer, Must Have a Multidisciplinary Mindset. Ann Surg Oncol 2019; 27:739-740. [PMID: 31811436 DOI: 10.1245/s10434-019-08053-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Indexed: 11/18/2022]
Affiliation(s)
- Edibaldo Silva
- Surgical Oncology, University of Nebraska Medical Center, Omaha, USA.
| | - Mona Tan
- MammoCare, Breast Surgery, Singapore, Singapore
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Landercasper J, Bennie B, Ahmad HF, Linebarger JH. Opportunities to reduce reoperations and to improve inter-facility profiling after initial breast-conserving surgery for cancer. A report from the NCDB. Eur J Surg Oncol 2019; 45:2026-2036. [DOI: 10.1016/j.ejso.2019.07.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/24/2019] [Accepted: 07/02/2019] [Indexed: 12/21/2022] Open
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