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Lin Q, Li S, Shang T, Gui X, Zhu L, Yang Y, Zhong Z, Wang X, Dai L, Zhao J, Xu Y, Chen Q, Yan Q, Huang X, Hu W, Liang Z, Song E, He J, Ye P, Chen K. Spatial and temporal changes of breast-conserving surgery rates and its influential factors among Chinese patients with breast cancer from 2013 to 2019: a registry-based study. BMJ Open 2025; 15:e089188. [PMID: 39894515 PMCID: PMC11792272 DOI: 10.1136/bmjopen-2024-089188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 12/13/2024] [Indexed: 02/04/2025] Open
Abstract
OBJECTIVE Our study aims to evaluate the spatial and temporal changes of breast-conserving surgery (BCS) rates and influential factors of BCS in Guangdong Province, China. DESIGN, SETTING AND PARTICIPANTS This registry-based cohort study analysed the data of patients of all age groups, from the medical record cover page, which was mandatorily collected for inpatients by the Health Administrative Department of Guangdong Province, China. Patients with non-metastatic breast cancer, who underwent breast surgery between 2013 and 2019, were included. MAIN OUTCOMES AND MEASURES We analysed the BCS rate in Guangdong Province between 2013 and 2019. Logistic regression was applied to investigate the association between patient-level influential factors and BCS, respectively. We used restricted cubic spline regression to model the non-linear association between hospital volume rank with BCS rate. Linear regression was used to evaluate the association between city-level parameters with BCS rate of each city. RESULTS A total of 93 521 patients with non-metastatic breast cancer, who underwent breast surgery, were included in the analyses. Among them, 10 949 (11.7%) had BCS, with the BCS rates increasing from 0.8% in 2013 to 19.2% in 2019. Patients who were older (vs <40 years, 40-49 years: adjusted OR 0.72, 95% CI 0.68 to 0.76; 50-59 years: 0.51, 95% CI 0.48 to 0.54; ≥60 years: 0.37, 95% CI 0.35 to 0.40) and married (vs unmarried, 0.64, 95% CI 0.59 to 0.70) were less likely to undergo BCS. Patients who were employed (vs unemployed, 1.58, 95% CI 1.49 to 1.68), received cross-city surgery (vs local surgery, 1.37, 95% CI 1.31 to 1.44), lived in a high-income city (vs low-income city, β=4.40, 95% CI 1.55 to 7.24) or in a city with a higher number of physicians per 100 000 residents (0.57, 95% CI 0.31 to 0.82) were more likely to receive BCS. CONCLUSIONS AND RELEVANCE This study suggests a significant increase in BCS rates from 2013 to 2019 in Guangdong, China. Promotion of BCS is needed, particularly among older patients, lower-volume hospitals and economically underdeveloped areas. Healthcare system should be prepared to support the increased awareness of seeking BCS among younger patients with breast cancer by improving the availability of radiotherapy, multidisciplinary team and patients' education programme.
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Affiliation(s)
- Queran Lin
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
- Artificial intelligence lab, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, P. R. China
- Clinical Research Design Division, Clinical Research Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Shunrong Li
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Tongrui Shang
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Xiujuan Gui
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Liling Zhu
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Yuan Yang
- Health Data (Beijing) Technology Co Ltd, Guangzhou, China
| | - Ziliang Zhong
- Health Data (Beijing) Technology Co Ltd, Guangzhou, China
| | - Xiaoyu Wang
- Department of Clinical Medicine, KingMed Diagnostic Laboratory, Guangzhou, Guangdong, China
| | - Lingyan Dai
- Health Data (Beijing) Technology Co Ltd, Guangzhou, China
| | - Jianli Zhao
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
- Clinical Research Design Division, Clinical Research Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Yanjie Xu
- Health Data (Beijing) Technology Co Ltd, Guangzhou, China
| | - Qianru Chen
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Qing Yan
- Health Data (Beijing) Technology Co Ltd, Guangzhou, China
| | - Xiaoliang Huang
- Government Affairs Service Centre, Health Commission of Guangdong Province, Guangzhou, Guangdong, China
| | - Wei Hu
- Government Affairs Service Centre, Health Commission of Guangdong Province, Guangzhou, Guangdong, China
| | - Zijian Liang
- Government Affairs Service Centre, Health Commission of Guangdong Province, Guangzhou, Guangdong, China
| | - Erwei Song
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
| | - Jianrong He
- Division of Birth Cohort Study, Guangzhou Women and Children's Medical Center, Guangzhou, Guangdong, China
| | - Pengpeng Ye
- The George Institute for Global Health, University of New South Wales, Sydney, New South Wales, Australia
- National Center for Chronic and Noncommunicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Kai Chen
- Guangdong Provincial Key Laboratory of Malignant Tumour Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Breast Tumour Centre, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, P.R. China
- Artificial intelligence lab, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, P. R. China
- Shenshan Medical Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Shanwei, Guangdong, P. R. China
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Manhoobi IP, Ellbrant J, Bendahl PO, Redsted S, Bodilsen A, Tramm T, Christiansen P, Rydén L. External validation of a multivariable prediction model for positive resection margins in breast-conserving surgery. BMC Res Notes 2025; 18:36. [PMID: 39865247 PMCID: PMC11770974 DOI: 10.1186/s13104-025-07103-8] [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: 07/31/2024] [Accepted: 01/13/2025] [Indexed: 01/28/2025] Open
Abstract
OBJECTIVES Positive resection margins after breast-conserving surgery (BCS) most often demands a repeat surgery. To preoperatively identify patients at risk of positive margins, a multivariable model has been developed that predicts positive margins after BCS with a high accuracy. This study aimed to externally validate this prediction model to explore its generalizability and assess if additional preoperatively available variables can further improve its predictive accuracy. The validation cohort included 225 patients with invasive breast cancer who underwent BCS at Aarhus University Hospital, Aarhus, Denmark during 2020-2022. Receiver operating characteristic (ROC) and calibration analysis were used to validate the prediction model. Univariable logistic regression was used to evaluate if additional variables available in the validation cohort were associated with positive margins and backward elimination to explore if these variables could further improve the model´s predictive accuracy. RESULTS The AUC of the model was 0.60 (95% CI: 0.50-0.70) indicating a lower discriminative capacity in the external cohort. We found weak evidence for an association between increased preoperative breast density on mammography and positive resection margins after BCS (p = 0.027), but the AUC of the model did not improve, when mammographic breast density was included as an additional variable in the model.
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Affiliation(s)
- Irina Palimaru Manhoobi
- Department of Radiology, Aarhus University Hospital, Aarhus, Denmark.
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
- Department of Radiology, Palle Juul Jensens Boulevard 99, Aarhus N, 8200, Denmark.
| | - Julia Ellbrant
- Department of Surgery, Department of Clinical Sciences, Division of Surgery, Skåne University Hospital, Lund University, Lund, Sweden
| | - Pär-Ola Bendahl
- Department of Clinical Sciences, Division of Oncology, Lund University, Lund, Sweden
| | - Søren Redsted
- Department of Radiology, Aarhus University Hospital, Aarhus, Denmark
| | - Anne Bodilsen
- Department of Abdominal Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Trine Tramm
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Peer Christiansen
- Department of Plastic and Breast Surgery, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Lisa Rydén
- Department of Surgery, Department of Clinical Sciences, Division of Surgery, Skåne University Hospital, Lund University, Lund, Sweden
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Truda G, Howells S, Berry M, Al-Shurbasi N. Risk Factors for Positive Resection Margins Following Breast-Conserving Surgery. Cureus 2024; 16:e76406. [PMID: 39867082 PMCID: PMC11762784 DOI: 10.7759/cureus.76406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/25/2024] [Indexed: 01/28/2025] Open
Abstract
Background The incidence of margin re-excision following breast conserving surgery (BCS) is a quality measure in the National Health Service. The threshold is less than 20% of all BCS procedures. Despite three decades of studies and a wealth of literature identifying multiple factors associated with increased risk for margin involvement, an accepted threshold rate affecting one in five procedures remains high. Aim The aim of the study was to identify adverse features that continue to compromise successful margin clearance despite the recognition of risk factors and the implementation of strategies designed to minimise those risks. Methods All margin re-excisions following BCS for invasive breast carcinoma and ductal carcinoma in situ (DCIS) performed from October 2013 to September 2018 were retrieved from the database of a single institution. A total of 1379 patients underwent BCS during the period considered, 194 of which needed margin re-excision. Radiological investigations and histopathology reports for each patient were retrieved. Lesion size and focality on mammogram, ultrasound (US) scan, and magnetic resonance imaging (MRI), and histopathologic tumour characteristics were recorded and analysed. Results The overall re-excision rate was 14.06% (194/1379 patients). Margin re-excisions cleared 69% (134/194) of wide local excision cavities that had at least one involved margin. 53% (103/194) of patients had no further disease after one attempt at re-excision and 15.9% (31/of 194) had further disease, which was cleared after re-excision. Another 15.9% (31/194) had disease within the shave with involved margins. In this sub-group the presence of DCIS at the new resection margin accounted for 90.3% (28/31) of cases, 3% (1/31) were invasive ductal carcinoma (IDC) and 6% (2/31) were unrecorded. In the sub-group of patients who had an excised margin with pathology and a new clear margin (15.9% of all re-excisions), DCIS was found in 61% (19/31) of cases, IDC in 12.9% (4/31), invasive lobular carcinoma (ILC) in 6% (2/31) of cases, lobular neoplasia (LN) in 12.9% (4/31), mixed IDC and DCIS in 6% (2/31)of cases. The correlation between imaging size and actual histopathological size has shown a statistically significant discrepancy in this cohort. The median size on histology was 22 mm, compared to a median size of 16 mm on mammography, 14 mm on ultrasound, and 17 mm on MRI. Conclusion According to our cohort of patients, the most consistent factor associated with a re-excision was the presence of DCIS at the resection margin, whether pure DCIS or IDC admixed with DCIS. The comparison between tumour size on imaging and final histopathological size revealed the best correlation with mammogram followed by US. The weakest correlation was with MRI.
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Affiliation(s)
- Gabriella Truda
- Department of Breast, Plastic and Reconstructive Surgery, Royal Hallamshire Hospital, Sheffield, GBR
| | - Sarah Howells
- Department of Breast Screening and Breast Imaging, Royal Hallamshire Hospital, Sheffield, GBR
| | - Madeleine Berry
- Department of Breast, Plastic and Reconstructive Surgery, Royal Hallamshire Hospital, Sheffield, GBR
| | - Nour Al-Shurbasi
- Department of Breast, Plastic and Reconstructive Surgery, Royal Hallamshire Hospital, Sheffield, GBR
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Park GE, Kang BJ, Kim SH, Mun HS. Efficacy of Mammographic Artificial Intelligence-Based Computer-Aided Detection in Predicting Pathologic Complete Response to Neoadjuvant Chemotherapy. Life (Basel) 2024; 14:1449. [PMID: 39598247 PMCID: PMC11595249 DOI: 10.3390/life14111449] [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: 09/30/2024] [Revised: 10/30/2024] [Accepted: 11/06/2024] [Indexed: 11/29/2024] Open
Abstract
This study evaluates the potential of an AI-based computer-aided detection (AI-CAD) system in digital mammography for predicting pathologic complete response (pCR) in breast cancer patients after neoadjuvant chemotherapy (NAC). A retrospective analysis of 132 patients who underwent NAC and surgery between January 2020 and December 2022 was performed. Pre- and post-NAC mammograms were analyzed using conventional CAD and AI-CAD systems, with negative exams defined by the absence of marked abnormalities. Two radiologists reviewed mammography, ultrasound, MRI, and diffusion-weighted imaging (DWI). Concordance rates between CAD and AI-CAD were calculated, and the diagnostic performance, including the area under the receiver operating characteristics curve (AUC), was assessed. The pre-NAC concordance rates were 90.9% for CAD and 97% for AI-CAD, while post-NAC rates were 88.6% for CAD and 89.4% for AI-CAD. The MRI had the highest diagnostic performance for pCR prediction, with AI-CAD performing comparably to other modalities. Univariate analysis identified significant predictors of pCR, including AI-CAD, mammography, ultrasound, MRI, histologic grade, ER, PR, HER2, and Ki-67. In multivariable analysis, negative MRI, histologic grade 3, and HER2 positivity remained significant predictors. In conclusion, this study demonstrates that AI-CAD in digital mammography shows the potential to examine the pCR of breast cancer patients following NAC.
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Affiliation(s)
| | - Bong Joo Kang
- Department of Radiology, Seoul Saint Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Republic of Korea
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Lemdani MS, Crystal DT, Ewing JN, Gala Z, Amro C, Azoury SC, Broach RB, Rhemtulla IA, Serletti JM. Reevaluation of Recipient Vessel Selection in Breast Free Flap Reconstruction. Microsurgery 2024; 44:e31222. [PMID: 39340204 DOI: 10.1002/micr.31222] [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: 03/01/2024] [Revised: 06/18/2024] [Accepted: 07/25/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Current consensus has established the internal mammary vessels (IMV) over the thoracodorsal vessels (TDV) as the preferred recipients for microvascular breast reconstruction due to their superior flow rates and long-established outcomes. Yet, there are occurrences where the IMVs are not reliable and may subsequently prompt intraoperative decision-making. Several options exist, including the contralateral IMVs, thoracoacromial vessels, and TDVs. The appropriate sequence for vessel choice is not universally agreed upon. This study reevaluates the TDVs to highlight their viability as a second-line intraoperative alternative to the IMV and provide reference to the straightforward dissection required for harvest. METHODS A retrospective, single-institution, breast-level analysis examining 4754 breast free flaps from 2978 patients undergoing bilateral free flap reconstruction was conducted. Postoperative complications within 180 days were evaluated, and cohorts based on anatomic anastomosis (IMV vs. TDV) were created to compare outcomes. Subanalysis was conducted based on flap laterality as well as whether a flap was planned or converted intraoperatively. RESULTS Of 4754 breast free flaps, 4269 (89.8%) used the IMV while 485 (10.2%) used the TDV. Most complication rates between the TVD and IMV were not significantly different. Rates of flap loss were 1.0% and 1.2% for the IMV and TDV anastomosis (p = 0.59). IMV and TDV anastomosed flaps experienced similar rates of fat necrosis (6.3% vs. 6.2%, p = 0.915). However, multivariable analysis of all breasts regardless of laterality showed that skin necrosis was significantly less likely in TDV breasts (OR 0.45, 95% CI 0.29-0.71, p < 0.001). CONCLUSIONS Given the relative similarity in cohort outcomes, TDV anastomosis can be considered a viable alternative to the IMV when the IMV is unavailable or technically disadvantageous. The TDV artery remains a robust and reliable option in the present-day plastic surgeon's repertoire for breast reconstruction.
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Affiliation(s)
- Mehdi S Lemdani
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Dustin T Crystal
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jane N Ewing
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Zachary Gala
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Chris Amro
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Said C Azoury
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Robyn B Broach
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | - Joseph M Serletti
- Division of Plastic Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Georgescu R, Tutuianu F, Bauer O, Toganel A, Benedek Z, Darii E, Turdean S, Tutuianu Radoi C. Risk Factors for Positive Resection Margins in Breast-Conserving Surgery for Breast Cancer-Retrospective Analysis. Cancers (Basel) 2024; 16:2930. [PMID: 39272788 PMCID: PMC11394422 DOI: 10.3390/cancers16172930] [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: 07/06/2024] [Revised: 08/16/2024] [Accepted: 08/20/2024] [Indexed: 09/15/2024] Open
Abstract
The primary objective of this study was to identify preoperative factors that could be associated with positive resection margins. We also tried to analyze the local recurrence and overall survival in patients who received conservative treatment for early-stage breast cancer and correlate these parameters with preoperative factors. A retrospective examination was conducted on the medical records and pathological reports of 143 patients who underwent breast-conserving surgery (BCS) for breast cancer in our department from 2009 to 2017. Postoperative outcomes were assessed through phone contact and statistical analyses, including GraphPad Prism, and Fisher's exact test, the Chi-square test, and the log-rank test were employed. The results revealed positive resection margins in 7.69% (11 cases) of the 143 patients, with an overall mortality rate of 16.66% for those with positive margins and 6.59% for those with negative margins. Statistical analysis indicated no significant differences in the overall (p = 0.5) or specific (p = 0.53) survival between the positive and negative margin groups. The positive margins were significantly associated with neoadjuvant chemotherapy (p < 0.0001) and the presence of ductal carcinoma in situ (DCIS) (p = 0.01). Among the analyzed factors, two out of sixteen were significantly linked to positive resection margins in BCS, emphasizing their importance in surgical management planning for early-stage breast cancer.
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Affiliation(s)
- Rares Georgescu
- Department of Surgery, University of Medicine, Pharmacy, Science and Technology "G.E. Palade" Targu Mures, 540139 Targu Mures, Romania
| | - Flavian Tutuianu
- Department of Gynecology, University of Medicine, Pharmacy, Science and Technology "G.E. Palade" Targu Mures, 540139 Targu Mures, Romania
| | - Orsolya Bauer
- Department of Surgery, University of Medicine, Pharmacy, Science and Technology "G.E. Palade" Targu Mures, 540139 Targu Mures, Romania
| | - Anca Toganel
- Department of Oncology, University of Medicine, Pharmacy, Science and Technology "G.E. Palade" Targu Mures, 540139 Targu Mures, Romania
| | - Zalan Benedek
- Department of Surgery, University of Medicine, Pharmacy, Science and Technology "G.E. Palade" Targu Mures, 540139 Targu Mures, Romania
| | - Eugeniu Darii
- Department of General Surgery, Oncocard Brasov, 500052 Brasov, Romania
| | - Sabin Turdean
- Department of Pathology, University of Medicine, Pharmacy, Science and Technology "G.E. Palade" Targu Mures, 540139 Targu Mures, Romania
| | - Cristina Tutuianu Radoi
- Department of Surgery, University of Medicine, Pharmacy, Science and Technology "G.E. Palade" Targu Mures, 540139 Targu Mures, Romania
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Dowling GP, Hehir CM, Daly GR, Hembrecht S, Keelan S, Giblin K, Alrawashdeh MM, Boland F, Hill ADK. Diagnostic accuracy of intraoperative methods for margin assessment in breast cancer surgery: A systematic review & meta-analysis. Breast 2024; 76:103749. [PMID: 38759577 PMCID: PMC11127275 DOI: 10.1016/j.breast.2024.103749] [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: 01/25/2024] [Revised: 04/23/2024] [Accepted: 05/10/2024] [Indexed: 05/19/2024] Open
Abstract
PURPOSE There are a wide variety of intraoperative techniques available in breast surgery to achieve low rates for positive margins of excision. The objective of this systematic review was to determine the pooled diagnostic accuracy of intraoperative breast margin assessment techniques that have been evaluated in clinical practice. METHODS This study was performed in accordance with PRISMA guidelines. A systematic search of the literature was conducted to identify studies assessing the diagnostic accuracy of intraoperative margin assessment techniques. Only clinical studies with raw diagnostic accuracy data as compared with final permanent section histopathology were included in the meta-analysis. A bivariate model for diagnostic meta-analysis was used to determine overall pooled sensitivity and specificity. RESULTS Sixty-one studies were eligible for inclusion in this systematic review and meta-analysis. Cytology demonstrated the best diagnostic accuracy, with pooled sensitivity of 0.92 (95 % CI 0.77-0.98) and a pooled specificity of 0.95 (95 % CI 0.90-0.97). The findings also indicate good diagnostic accuracy for optical spectroscopy, with a pooled sensitivity of 0.86 (95 % CI 0.76-0.93) and a pooled specificity of 0.92 (95 % CI 0.82-0.97). CONCLUSION Pooled data indicate that optical spectroscopy, cytology and frozen section have the greatest diagnostic accuracy of currently available intraoperative margin assessment techniques. However, long turnaround time for results and their resource intensive nature has prevented widespread adoption of these methods. The aim of emerging technologies is to compete with the diagnostic accuracy of these established techniques, while improving speed and usability.
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Affiliation(s)
- Gavin P Dowling
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland.
| | - Cian M Hehir
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Gordon R Daly
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Sandra Hembrecht
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Stephen Keelan
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Katie Giblin
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
| | - Maen M Alrawashdeh
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland
| | - Fiona Boland
- Data Science Centre, RCSI University of Medicine and Health Sciences, Dublin, Ireland
| | - Arnold D K Hill
- Department of Surgery, Royal College of Surgeons in Ireland (RCSI), University of Medicine and Health Sciences, Dublin, Ireland; Department of Surgery, Beaumont Hospital, Dublin, Ireland
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Luo H, Zhao S, Yang W, Chen Z, Li Y, Zhou P. Preoperative prediction of extensive intraductal component in invasive breast cancer based on intra- and peri-tumoral heterogeneity in high-resolution ultrafast DCE-MRI. Sci Rep 2024; 14:17396. [PMID: 39075278 PMCID: PMC11286762 DOI: 10.1038/s41598-024-68601-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 07/25/2024] [Indexed: 07/31/2024] Open
Abstract
Preoperatively predicting extensive intraductal component in invasive breast cancer through imaging is crucial for informed decision-making, guiding surgical planning to mitigate risks of incomplete resection or re-operation for positive margins in breast-conserving surgery. This study aimed to characterize intra- and peri-tumor heterogeneity using high-spatial resolution ultrafast DCE-MRI to predict the extensive intraductal component in invasive breast cancer (IBC-EIC) preoperatively. A retrospective analysis included invasive breast cancer patients who underwent preoperative high-spatial resolution ultrafast DCE-MRI, categorized based on intraductal component status (IBC-EIC vs. IBC without EIC). Propensity score matching (PSM) was employed to balance clinicopathological covariates between the groups. Personalized kinetic intra-tumor heterogeneity (ITHkinetic) and peri-tumor heterogeneity (PTHkinetic) scores were quantified using clustered voxels with similar enhancement patterns. An image combined model, incorporating MRI features, ITHkinetic, and PTHkinetic scores, was developed and assessed. Of 368 patients, 26.4% (97/368) had IBC-EIC. PSM yielded well-matched pairs of 97 patients each. After PSM, ITHkinetic and PTHkinetic scores were significantly higher in the IBC-EIC group (ITHkinetic: 0.68 ± 0.23; PTHkinetic: 0.58 ± 0.19) compared to IBC without EIC (ITHkinetic: 0.32 ± 0.25; PTHkinetic: 0.42 ± 0.18; p < 0.001). Before PSM, ITHkinetic (0.71 ± 0.20 vs. 0.49 ± 0.28, p < 0.001) and PTHkinetic (0.61 ± 0.18 vs. 0.50 ± 0.20, p < 0.001) scores remained higher in the IBC-EIC group. The Image Combined Model demonstrated good predictive performance for IBC-EIC, with an AUC of 0.91 (95% CI 0.86-0.95) after PSM and 0.85 (95% CI 0.81-0.90) before PSM. Inclusion of ITHkinetic and PTHkinetic scores significantly improved prediction capability. ITHkinetic and PTHkinetic characterization from high-spatial resolution ultrafast DCE-MRI kinetic curves enhances preoperative prediction of IBC-EIC, offering valuable insights for personalized breast cancer management.
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Affiliation(s)
- Hongbing Luo
- Department of Radiology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, No. 55, 4th Section of South Ren-min Road, Chengdu, 610041, China.
- College of Medicine and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
| | - Shixuan Zhao
- MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Wenlong Yang
- College of Medicine and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Zhe Chen
- Department of Radiology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, No. 55, 4th Section of South Ren-min Road, Chengdu, 610041, China
| | - Yongjie Li
- MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Peng Zhou
- Department of Radiology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, No. 55, 4th Section of South Ren-min Road, Chengdu, 610041, China
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9
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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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10
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Gibson C, Wang SC, Phoon A, Thalanki Anantha N, Ottolino-Perry K, Petropoulos S, Qureshi Z, Subramanian V, Shahid A, O'Brien C, Carcone S, Chung S, Tsui T, Son V, Sukhram M, Meng F, Done SJ, Easson AM, Cil T, Reedijk M, Leong WL, DaCosta RS. A handheld device for intra-cavity and ex vivo fluorescence imaging of breast conserving surgery margins with 5-aminolevulinic acid. BMC Biomed Eng 2024; 6:5. [PMID: 38822389 PMCID: PMC11143723 DOI: 10.1186/s42490-024-00079-9] [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: 04/17/2024] [Accepted: 04/19/2024] [Indexed: 06/03/2024] Open
Abstract
BACKGROUND Visualization of cancer during breast conserving surgery (BCS) remains challenging; the BCS reoperation rate is reported to be 20-70% of patients. An urgent clinical need exists for real-time intraoperative visualization of breast carcinomas during BCS. We previously demonstrated the ability of a prototype imaging device to identify breast carcinoma in excised surgical specimens following 5-aminolevulinic acid (5-ALA) administration. However, this prototype device was not designed to image the surgical cavity for remaining carcinoma after the excised lumpectomy specimen is removed. A new handheld fluorescence (FL) imaging prototype device, designed to image both excised specimens and within the surgical cavity, was assessed in a clinical trial to evaluate its clinical utility for first-in-human, real-time intraoperative imaging during index BCS. RESULTS The imaging device combines consumer-grade imaging sensory technology with miniature light-emitting diodes (LEDs) and multiband optical filtering to capture high-resolution white light (WL) and FL digital images and videos. The technology allows for visualization of protoporphyrin IX (PpIX), which fluoresces red when excited by violet-blue light. To date, n = 17 patients have received 20 mg kg bodyweight (BW) 5-ALA orally 2-4 h before imaging to facilitate the accumulation of PpIX within tumour cells. Tissue types were identified based on their colour appearance. Breast tumours in sectioned lumpectomies appeared red, which contrasted against the green connective tissues and orange-brown adipose tissues. In addition, ductal carcinoma in situ (DCIS) that was missed during intraoperative standard of care was identified at the surgical margin at <1 mm depth. In addition, artifacts due to the surgical drape, illumination, and blood within the surgical cavity were discovered. CONCLUSIONS This study has demonstrated the detection of a grossly occult positive margin intraoperatively. Artifacts from imaging within the surgical cavity have been identified, and potential mitigations have been proposed. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT01837225 (Trial start date is September 2010. It was registered to ClinicalTrials.gov retrospectively on April 23, 2013, then later updated on April 9, 2020, to reflect the introduction of the new imaging device.).
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Affiliation(s)
- Christopher Gibson
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, 101 College Street, M5G 1L7, Toronto, Canada
| | - Shirley C Wang
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Arcturus Phoon
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Nayana Thalanki Anantha
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Kathryn Ottolino-Perry
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Stephen Petropoulos
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Zuha Qureshi
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Vasanth Subramanian
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Anam Shahid
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Cristiana O'Brien
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
| | - Steven Carcone
- The Toronto Health Economics and Technology Assessment (THETA) Collaborative, University Health Network, 200 Elizabeth Street, 10th Floor Eaton Wing, M5G 2C4, Toronto, Canada
| | - Suzanne Chung
- The Toronto Health Economics and Technology Assessment (THETA) Collaborative, University Health Network, 200 Elizabeth Street, 10th Floor Eaton Wing, M5G 2C4, Toronto, Canada
| | - Teresa Tsui
- The Toronto Health Economics and Technology Assessment (THETA) Collaborative, University Health Network, 200 Elizabeth Street, 10th Floor Eaton Wing, M5G 2C4, Toronto, Canada
| | - Viktor Son
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, 11th Floor Eaton Wing, M5G 2C4, Toronto, Canada
| | - Mayleen Sukhram
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, 11th Floor Eaton Wing, M5G 2C4, Toronto, Canada
| | - Fannong Meng
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, 11th Floor Eaton Wing, M5G 2C4, Toronto, Canada
| | - Susan J Done
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Laboratory Medicine Program, University Health Network, 200 Elizabeth Street, 11th Floor Eaton Wing, M5G 2C4, Toronto, Canada
- Department of Laboratory Medicine and Pathobiology, Faculty of Medicine, University of Toronto, 1 King's College Circle, M5S 1A8, Toronto, Canada
| | - Alexandra M Easson
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Surgical Oncology Department, Princess Margaret Cancer Centre, University Health Network, 610 University Ave, M5T 2M9, Toronto, Canada
| | - Tulin Cil
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Surgical Oncology Department, Princess Margaret Cancer Centre, University Health Network, 610 University Ave, M5T 2M9, Toronto, Canada
| | - Michael Reedijk
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Surgical Oncology Department, Princess Margaret Cancer Centre, University Health Network, 610 University Ave, M5T 2M9, Toronto, Canada
| | - Wey L Leong
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada
- Surgical Oncology Department, Princess Margaret Cancer Centre, University Health Network, 610 University Ave, M5T 2M9, Toronto, Canada
| | - Ralph S DaCosta
- Princess Margaret Cancer Centre, University Health Network, 101 College Street, M5G 1L7, Toronto, Canada.
- Department of Medical Biophysics, University of Toronto, 101 College Street, M5G 1L7, Toronto, Canada.
- Techna Institute, University Health Network, 124-100 College Street, M5G 1P5, Toronto, Canada.
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11
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Vu L, Jeganathan C, Ponniah K, Ofri A. Trainees as primary operators do not significantly impact perioperative complication rates in breast surgery. Surgeon 2024; 22:121-124. [PMID: 38105134 DOI: 10.1016/j.surge.2023.11.008] [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: 07/30/2023] [Revised: 11/16/2023] [Accepted: 11/21/2023] [Indexed: 12/19/2023]
Abstract
BACKGROUND There is a trend for specialist care in breast surgery resulting in fewer primary operative cases for general surgery trainees; and subsequently that trainees performing advanced oncoplastic techniques in breast surgery may negatively impact patient morbidity. We have reviewed the complication rates between Australian general surgery trainees and Breast Consultants. METHODS A retrospective analysis was performed over a 5-year period (January 2016-December 2021). The key endpoints measured were relative complication rates for consultants compared to trainees, subdivided by surgery type. Surgeries were categorised as either benign, primary breast cancer surgery or re-excision. RESULTS A total of 2646 operative cases were performed with the primary operator rate for consultants 58.35 % (n = 1544) and for trainees 41.65 %% (n = 1102). The overall complication rate was 2.83 % (n = 75); the overall rate for the consultants was 2.65 % and 3.08 % for the trainees. The complication rates were not statistically significant (p = 0.59) between the two groups. The mastectomy only complication rate was higher in the consultant group with a result of 7.3 % compared to 2.8 % for the trainees however was not statistically significant (p = 0.18). The most common complication was haematoma formation for both groups. CONCLUSIONS This study has demonstrated that trainees can safely perform advanced oncoplastic techniques without statistically elevated morbidity. In an era where breast surgery caseloads are increasing, but the exposure to breast surgery during training are decreasing, it is necessary to implement a practice where trainees can perform breast operations under supervision at a specialized unit.
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Affiliation(s)
- Linda Vu
- Breast Clinic, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009, Australia; University of Western Australia, 35 Stirling Highway, Perth, WA 6009, Australia.
| | - Chaithanya Jeganathan
- Breast Clinic, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009, Australia
| | - Kallyani Ponniah
- Breast Clinic, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009, Australia; University of Western Australia, 35 Stirling Highway, Perth, WA 6009, Australia
| | - Adam Ofri
- Breast Clinic, Sir Charles Gairdner Hospital, Hospital Avenue, Nedlands, WA 6009, Australia; Department of Surgery, Mater Hospital, North Sydney, NSW 2060, Australia; Central Clinical School, University of Sydney, Sydney, NSW 2050, Australia; Royal Prince Alfred Hospital Institute of Academic Surgery, Camperdown, NSW 2050, Australia
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12
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Kedrzycki MS, Chon HTW, Leiloglou M, Chalau V, Leff DR, Elson DS. Fluorescence guided surgery imaging systems for breast cancer identification: a systematic review. JOURNAL OF BIOMEDICAL OPTICS 2024; 29:030901. [PMID: 38440101 PMCID: PMC10911048 DOI: 10.1117/1.jbo.29.3.030901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/10/2024] [Accepted: 02/06/2024] [Indexed: 03/06/2024]
Abstract
Significance Breast-conserving surgery (BCS) is limited by high rates of positive margins and re-operative interventions. Fluorescence-guided surgery seeks to detect the entire lesion in real time, thus guiding the surgeons to remove all the tumor at the index procedure. Aim Our aim was to identify the optimal combination of a camera system and fluorophore for fluorescence-guided BCS. Approach A systematic review of medical databases using the terms "fluorescence," "breast cancer," "surgery," and "fluorescence imaging" was performed. Cameras were compared using the ratio between the fluorescent signal from the tumor compared to background fluorescence, as well as diagnostic accuracy measures, such as sensitivity, specificity, and positive predictive value. Results Twenty-one studies identified 14 camera systems using nine different fluorophores. Twelve cameras worked in the infrared spectrum. Ten studies reported on the difference in strength of the fluorescence signal between cancer and normal tissue, with results ranging from 1.72 to 4.7. In addition, nine studies reported on whether any tumor remained in the resection cavity (5.4% to 32.5%). To date, only three studies used the fluorescent signal for guidance during real BCS. Diagnostic accuracy ranged from 63% to 98% sensitivity, 32% to 97% specificity, and 75% to 100% positive predictive value. Conclusion In this systematic review, all the studies reported a clinically significant difference in signal between the tumor and normal tissue using various camera/fluorophore combinations. However, given the heterogeneity in protocols, including camera setup, fluorophore studied, data acquisition, and reporting structure, it was impossible to determine the optimal camera and fluorophore combination for use in BCS. It would be beneficial to develop a standardized reporting structure using similar metrics to provide necessary data for a comparison between camera systems.
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Affiliation(s)
- Martha S. Kedrzycki
- Institute of Global Health Innovation, Imperial College London, Hamlyn Centre, London, United Kingdom
- Imperial College London, Department of Surgery and Cancer, London, United Kingdom
- Imperial College Healthcare NHS Trust, Department of Breast Surgery, London, United Kingdom
| | - Hazel T. W. Chon
- Imperial College London, Department of Surgery and Cancer, London, United Kingdom
| | - Maria Leiloglou
- Institute of Global Health Innovation, Imperial College London, Hamlyn Centre, London, United Kingdom
- Imperial College London, Department of Surgery and Cancer, London, United Kingdom
| | - Vadzim Chalau
- Institute of Global Health Innovation, Imperial College London, Hamlyn Centre, London, United Kingdom
- Imperial College London, Department of Surgery and Cancer, London, United Kingdom
| | - Daniel R. Leff
- Institute of Global Health Innovation, Imperial College London, Hamlyn Centre, London, United Kingdom
- Imperial College London, Department of Surgery and Cancer, London, United Kingdom
- Imperial College Healthcare NHS Trust, Department of Breast Surgery, London, United Kingdom
| | - Daniel S. Elson
- Institute of Global Health Innovation, Imperial College London, Hamlyn Centre, London, United Kingdom
- Imperial College London, Department of Surgery and Cancer, London, United Kingdom
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13
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McLeod M, Leung K, Pramesh CS, Kingham P, Mutebi M, Torode J, Ilbawi A, Chakowa J, Sullivan R, Aggarwal A. Quality indicators in surgical oncology: systematic review of measures used to compare quality across hospitals. BJS Open 2024; 8:zrae009. [PMID: 38513280 PMCID: PMC10957165 DOI: 10.1093/bjsopen/zrae009] [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: 10/17/2023] [Revised: 11/16/2023] [Accepted: 12/17/2023] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Measurement and reporting of quality indicators at the hospital level has been shown to improve outcomes and support patient choice. Although there are many studies validating individual quality indicators, there has been no systematic approach to understanding what quality indicators exist for surgical oncology and no standardization for their use. The aim of this study was to review quality indicators used to assess variation in quality in surgical oncology care across hospitals or regions. It also sought to describe the aims of these studies and what, if any, feedback was offered to the analysed groups. METHODS A literature search was performed to identify studies published between 1 January 2000 and 23 October 2023 that applied surgical quality indicators to detect variation in cancer care at the hospital or regional level. RESULTS A total of 89 studies assessed 91 unique quality indicators that fell into the following Donabedian domains: process indicators (58; 64%); outcome indicators (26; 29%); structure indicators (6; 7%); and structure and outcome indicators (1; 1%). Purposes of evaluating variation included: identifying outliers (43; 48%); comparing centres with a benchmark (14; 16%); and supplying evidence of practice variation (29; 33%). Only 23 studies (26%) reported providing the results of their analyses back to those supplying data. CONCLUSION Comparisons of quality in surgical oncology within and among hospitals and regions have been undertaken in high-income countries. Quality indicators tended to be process measures and reporting focused on identifying outlying hospitals. Few studies offered feedback to data suppliers.
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Affiliation(s)
- Megan McLeod
- Department of Health Policy, London School of Economics and Political Science, London, UK
- Department of Otolaryngology—Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Kari Leung
- Department of Oncology, Guy’s & St Thomas’ NHS Trust, London, UK
| | - C S Pramesh
- Tata Memorial Centre, Homi Bhabha National Institute, Mumbai, India
| | - Peter Kingham
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Miriam Mutebi
- Department of Surgery, Aga Khan University, Nairobi, Kenya
| | - Julie Torode
- Institute of Cancer Policy, Centre for Cancer, Society & Public Health, King’s College London, London, UK
| | - Andre Ilbawi
- Department of Universal Health Coverage, World Health Organization, Geneva, Switzerland
| | | | - Richard Sullivan
- Institute of Cancer Policy, Global Oncology Group, Centre for Cancer, Society & Public Health, King’s College London, London, UK
| | - Ajay Aggarwal
- Department of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK
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14
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Bhimani F, Lin S, McEvoy M, Cavalli A, Obaid L, Chen Y, Gupta A, Pastoriza J, Shihabi A, Feldman S. Does Nipple-Ward Positive Margin Contribute to a Higher Rate of Re-Excision Procedures After a Lumpectomy with Pathology-Confirmed Positive Margins? A Retrospective Study. BREAST CANCER (DOVE MEDICAL PRESS) 2024; 16:41-50. [PMID: 38405107 PMCID: PMC10894517 DOI: 10.2147/bctt.s425863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 11/10/2023] [Indexed: 02/27/2024]
Abstract
Background Positive margins on lumpectomy specimens are associated with a twofold increased risk of local breast tumor recurrence. Prior literature has demonstrated various techniques and modalities for assessing margin status to reduce re-excision rates. However, there is paucity of literature analyzing which margin contributes to the highest re-excision rates. Therefore, the primary aim of the study was to investigate whether the nipple-ward margins resulted in a higher rate of re-excision in our patient population. Methods A retrospective chart review was performed on patients who had re-excision surgery. Nipple-ward margin was identified by correlating radiological and pathological reports. A cut-off of more than 25% was used to demonstrate correlation between nipple-ward margin and re-excision rate. Results A total of 98 patients' data were analyzed, with 41 (41.8%), 14 (14.3%), 5 (5.1%), and 38 (38.8%) diagnosed with DCIS, IDC, ILC, and mixed pathology on their margins, respectively. Overall, 48% (n=47) of the positive margins were nipple-ward, with 44.7% (n=21) reporting DCIS. Upon stratification, 45 (45.9%) cases were single-margin positive, with 26 (57.8%) being nipple-ward. Furthermore, the remaining 53 (54.1%) patients had multiple positive margins, with 21 (39.6.7%) nipple-ward cases. Conclusion Positive nipple-ward margins significantly contribute to a higher re-excision rate p < 0.001; 48% of re-excision surgeries had positive nipple-ward margins, and 57.8% of positive single-margin cases were nipple-ward. Taking an additional shave during initial lumpectomy decreases re-excision rates. However, planning a lumpectomy procedure with a more elliptical rather than a spherical resection with additional cavity shave (ie, larger volume) in the nipple-ward direction and minimizing the remaining cavity shaves so the total volume resected remains unchanged. Nevertheless, future studies with larger sample sizes are required to bolster our findings.
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Affiliation(s)
- Fardeen Bhimani
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
| | - Sophie Lin
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
| | - Maureen McEvoy
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
- Albert Einstein College of Medicine, Bronx, New York, USA
| | | | - Liane Obaid
- Albert Einstein College of Medicine, Bronx, New York, USA
| | - Yu Chen
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
| | - Anjuli Gupta
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
- Albert Einstein College of Medicine, Bronx, New York, USA
| | - Jessica Pastoriza
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
- Albert Einstein College of Medicine, Bronx, New York, USA
| | - Areej Shihabi
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
| | - Sheldon Feldman
- Breast Surgery Division, Department of Surgery, Montefiore Medical Center, Montefiore Einstein Center for Cancer Care, Bronx, New York, USA
- Albert Einstein College of Medicine, Bronx, New York, USA
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15
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Eisen A, Fletcher GG, Fienberg S, George R, Holloway C, Kulkarni S, Seely JM, Muradali D. Breast Magnetic Resonance Imaging for Preoperative Evaluation of Breast Cancer: A Systematic Review and Meta-Analysis. Can Assoc Radiol J 2024; 75:118-135. [PMID: 37593787 DOI: 10.1177/08465371231184769] [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] [Indexed: 08/19/2023] Open
Abstract
Purpose: Preoperative breast magnetic resonance imaging (MRI) is known to detect additional cancers that are occult on mammography and ultrasound. There is debate as to whether these additional lesions affect clinical outcomes. The objective of this systematic review was to summarize the evidence on whether additional information on disease extent obtained with preoperative breast MRI in patients with newly diagnosed breast cancer affects surgical management, rates of recurrence, survival, re-excision, and early detection of bilateral cancer. Methods: Embase, MEDLINE, and Cochrane Central Register of Controlled Trials were searched until January 2021 (partial update July 2022) for studies comparing outcomes with versus without pre-operative MRI. Included were both randomized controlled trials and other comparative studies provided MRI and control groups had equivalent disease and patient characteristics or methods such as multivariable analysis or propensity score matching were used to control potential confounders. Results: The search resulted in 26,399 citations, of which 8 randomized control trials, 1 prospective cohort study, and 42 retrospective studies met the inclusion criteria. Use of MRI resulted in decreased rates of reoperations (OR = 0.73, 95% CI = 0.63 to 0.85), re-excisions (OR = 0.63, 95% CI = 0.45 to 0.89), and recurrence (HR = 0.77, 95% CI = 0.65 to 0.90). Increased detection of synchronous contralateral breast cancers led to a reduction in metachronous contralateral breast cancer (HR = 0.71, 95% CI = 0.59 to 0.85). Hazard ratios for recurrence-free and overall survival were 0.77 (95% CI = 0.53 to 1.12) and 0.89 (95% CI = 0.74 to 1.07). Conclusion: This systematic review indicates substantial benefits of pre-operative breast MRI in decreasing reoperations and recurrence.
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Affiliation(s)
- Andrea Eisen
- Department of Medicine, University of Toronto, Toronto, ON, Canada
- Odette Cancer Centre, Sunnybrook Health Sciences, Toronto, ON, Canada
| | - Glenn G Fletcher
- Program in Evidence-Based Care, Department of Oncology, McMaster University, Hamilton, ON, Canada
| | - Samantha Fienberg
- Ontario Breast Screening Program, Ontario Health (Cancer Care Ontario), Toronto, ON, Canada
- Department of Medical Imaging, Lakeridge Health, Oshawa, ON, Canada
| | - Ralph George
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Claire Holloway
- Department of Surgery, University of Toronto, Toronto, ON, Canada
- Disease Pathway Management, Ontario Health (Cancer Care Ontario), Toronto, ON, Canada
| | - Supriya Kulkarni
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Joint Department of Medical Imaging, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Jean M Seely
- Department of Radiology, The Ottawa Hospital, University of Ottawa, Ottawa, ON, Canada
| | - Derek Muradali
- Department of Medical Imaging, University of Toronto, Toronto, ON, Canada
- Department of Medical and Diagnostic Imaging, St. Michael's Hospital, Toronto, ON, Canada
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16
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D'Angelo A, Scardina L, Palma S, Cicero SL, Maresca A, Caprini F, Biondi E, Franco A, Terribile D, Franceschini G, Belli P, Manfredi R. Magnetic seed versus skin tattoo localization of non-palpable breast lesions: a single institution cohort study. Eur Radiol 2024; 34:149-154. [PMID: 37526666 PMCID: PMC10791905 DOI: 10.1007/s00330-023-10008-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 05/29/2023] [Accepted: 06/23/2023] [Indexed: 08/02/2023]
Abstract
OBJECTIVE The objective of this retrospective study was to investigate the accuracy and feasibility of magnetic seed compared to skin tattoo in preoperative localization of impalpable breast lesions in terms of accuracy of placement, re-excision and positive margins rates, and breast/surgical specimen volume ratio. METHODS We retrospectively analyzed 77 patients who underwent breast conservative surgery in our center from November 2020 to November 2021, with previous localization with skin tattoo or magnetic seed. RESULTS Thirty-seven magnetic seeds were placed in 36 patients (48.6%) and 40 skin tattoos were performed in the remaining cases (51.4%). The seeds were placed correctly at the two-view mammogram acquired after the insertion in 97.6% (36/37) of cases. With both methods, 100% of the index lesions were completely removed and found in the surgical specimen. The reported re-excision rate was 0% for both groups. A significant difference was observed in the volume of breast parenchyma removed between the two groups, inferior in the seed group (p = 0.046), especially in case of voluminous breasts (p = 0.003) and small lesions (dimension < 8 mm, p = 0.019). CONCLUSIONS Magnetic seed is a non-radioactive localization technique, feasible to place, recommended in case of non-palpable breast lesions, saving the breast parenchyma removed compared with skin tattoo, without reducing the accuracy. CLINICAL RELEVANCE STATEMENT Our findings contribute to the current evidence on preoperative localization techniques for non-palpable breast lesions, highlighting the efficacy of magnetic seed localization for deep and small lesions. KEY POINTS • Magnetic seed is a non-radioactive technique for the preoperative localization of non-palpable breast lesions studied in comparison with skin tattoo. • Magnetic seed is feasible to place in terms of post-placement migration and distance from the target lesion. • Magnetic seed is recommended in case of non-palpable breast lesions, saving the breast parenchyma removed without reducing the accuracy.
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Affiliation(s)
- Anna D'Angelo
- Dipartimento Di Diagnostica Per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Radioterapia Oncologica Ed Ematologia, Rome, Italy.
| | - Lorenzo Scardina
- Division of Breast Surgery, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Simone Palma
- Dipartimento Di Diagnostica Per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Radioterapia Oncologica Ed Ematologia, Rome, Italy
| | - Stefano Lo Cicero
- Dipartimento Di Diagnostica Per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Radioterapia Oncologica Ed Ematologia, Rome, Italy
| | - Alessandro Maresca
- Dipartimento Di Diagnostica Per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Radioterapia Oncologica Ed Ematologia, Rome, Italy
| | - Flavia Caprini
- Dipartimento Di Diagnostica Per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Radioterapia Oncologica Ed Ematologia, Rome, Italy
| | - Ersilia Biondi
- Division of Breast Surgery, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Antonio Franco
- Division of Breast Surgery, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Daniela Terribile
- Division of Breast Surgery, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Gianluca Franceschini
- Division of Breast Surgery, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy
| | - Paolo Belli
- Dipartimento Di Diagnostica Per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Radioterapia Oncologica Ed Ematologia, Rome, Italy
| | - Riccardo Manfredi
- Dipartimento Di Diagnostica Per Immagini, Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Radioterapia Oncologica Ed Ematologia, Rome, Italy
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Levy Y, Rempel D, Nguyen M, Yassine A, Sanati-Burns M, Salgia P, Lim B, Butler SL, Berkeley A, Bayram E. The Fusion of Wide Field Optical Coherence Tomography and AI: Advancing Breast Cancer Surgical Margin Visualization. Life (Basel) 2023; 13:2340. [PMID: 38137941 PMCID: PMC10744864 DOI: 10.3390/life13122340] [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: 10/20/2023] [Revised: 11/23/2023] [Accepted: 12/08/2023] [Indexed: 12/24/2023] Open
Abstract
This study explores the integration of Wide Field Optical Coherence Tomography (WF-OCT) with an AI-driven clinical decision support system, with the goal of enhancing productivity and decision making in breast cancer surgery margin assessment. A computationally efficient convolutional neural network (CNN)-based binary classifier is developed using 585 WF-OCT margin scans from 151 subjects. The CNN model swiftly identifies suspicious areas within margins with an on-device inference time of approximately 10 ms for a 420 × 2400 image. In independent testing on 155 pathology-confirmed margins, including 31 positive margins from 29 patients, the classifier achieved an AUROC of 0.976, a sensitivity of 0.93, and a specificity of 0.98. At the margin level, the deep learning model accurately identified 96.8% of pathology-positive margins. These results highlight the clinical viability of AI-enhanced margin visualization using WF-OCT in breast cancer surgery and its potential to decrease reoperation rates due to residual tumors.
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Affiliation(s)
- Yanir Levy
- Perimeter Medical Imaging AI Inc., 555 Richmond St W #511, Toronto, ON M5V 3B1, Canada; (D.R.); (M.S.-B.); (A.B.)
| | - David Rempel
- Perimeter Medical Imaging AI Inc., 555 Richmond St W #511, Toronto, ON M5V 3B1, Canada; (D.R.); (M.S.-B.); (A.B.)
| | - Mark Nguyen
- Perimeter Medical Imaging AI Inc., 8585 N Stemmons Fwy Suite 106N, Dallas, TX 75247, USA; (M.N.); (P.S.); (S.L.B.)
| | - Ali Yassine
- The Edward S. Rogers Sr. Department of Electrical & Computer Engineering, University of Toronto, 27 King’s College Cir, Toronto, ON M5S 1A1, Canada;
| | - Maggie Sanati-Burns
- Perimeter Medical Imaging AI Inc., 555 Richmond St W #511, Toronto, ON M5V 3B1, Canada; (D.R.); (M.S.-B.); (A.B.)
| | - Payal Salgia
- Perimeter Medical Imaging AI Inc., 8585 N Stemmons Fwy Suite 106N, Dallas, TX 75247, USA; (M.N.); (P.S.); (S.L.B.)
| | - Bryant Lim
- The Institute of Biomedical Engineering, University of Toronto, 27 King’s College Cir, Toronto, ON M5S 1A1, Canada;
| | - Sarah L. Butler
- Perimeter Medical Imaging AI Inc., 8585 N Stemmons Fwy Suite 106N, Dallas, TX 75247, USA; (M.N.); (P.S.); (S.L.B.)
| | - Andrew Berkeley
- Perimeter Medical Imaging AI Inc., 555 Richmond St W #511, Toronto, ON M5V 3B1, Canada; (D.R.); (M.S.-B.); (A.B.)
| | - Ersin Bayram
- Perimeter Medical Imaging AI Inc., 8585 N Stemmons Fwy Suite 106N, Dallas, TX 75247, USA; (M.N.); (P.S.); (S.L.B.)
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18
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Russell Pinto T, Mora H, Peleteiro B, Magalhães A, Gonçalves D, Fougo JL. Chest wall perforator flaps for partial breast reconstruction after conservative surgery: Prospective analysis of safety and reliability. Surg Oncol 2023; 51:102015. [PMID: 38016381 DOI: 10.1016/j.suronc.2023.102015] [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: 03/31/2023] [Revised: 11/06/2023] [Accepted: 11/18/2023] [Indexed: 11/30/2023]
Abstract
INTRODUCTION Breast-conserving surgery associated with adjuvant radiotherapy is the state of the art in the surgical treatment of breast cancer. Oncoplastic surgery through dermo-adipose flaps based in perforating arteries (muscle sparing flaps) for partial reconstruction is increasingly used as a good option for avoiding musculocutaneous flaps. In this study we evaluate the outcomes of the use of chest wall perforator flaps in the replacement of partial breast volume. METHODS A prospective cohort study of female patients that underwent a conservative oncoplastic surgery procedure with partial breast reconstruction using a dermo-adipose flap of perforating arteries of the chest wall was conducted between November 2020 and March 2022 at our centre. Primary outcomes were surgical morbidity, positive margins and reoperation rates. Characteristics associated with the occurrence of complications were further identified. RESULTS Forty-five patients underwent the procedure of interest during the study period. The mean age was 55 years. The median larger dimension of the tumor was 23 mm. Lateral intercostal artery perforator (LICAP), lateral thoracic artery perforator (LTAP), a combined flap and Anterior Intercostal Artery Perforator/Medial Intercostal Artery Perforator (AICAP)/(MICAP) were performed in 22, 16, 2 and 5 patients, respectively. The mean operative time was 126 min. A total of 9 (20.0%) patients required a reoperation after definitive diagnosis, 4 due to positive margins and 5 due to immediate/early surgical morbidity. CONCLUSIONS Local perforator flaps in oncoplastic breast-conserving surgery are a good option for immediate reconstruction after conservative surgery, showing low morbidity and favourable outcomes.
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Affiliation(s)
| | - Henrique Mora
- Department of Surgery and Physiology, Faculty of Medicine, University of Porto, Portugal; Breast Center, Centro Hospitalar Universitário São João, Porto, Portugal
| | - Bárbara Peleteiro
- Faculty of Medicine, University of Porto, Portugal; Breast Center, Centro Hospitalar Universitário São João, Porto, Portugal; EPI Unit, Institute of Public Health, University of Porto, Portugal; Laboratory for Integrative and Translational Research in Population Health, University of Porto, Portugal
| | - André Magalhães
- Laboratory for Integrative and Translational Research in Population Health, University of Porto, Portugal
| | - Diana Gonçalves
- Breast Center, Centro Hospitalar Universitário São João, Porto, Portugal
| | - José Luís Fougo
- Department of Surgery and Physiology, Faculty of Medicine, University of Porto, Portugal; Breast Center, Centro Hospitalar Universitário São João, Porto, Portugal
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19
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Jatoi I, Shaaban AM, Jou E, Benson JR. The Biology and Management of Ductal Carcinoma in Situ of the Breast. Curr Probl Surg 2023; 60:101361. [PMID: 37596033 DOI: 10.1016/j.cpsurg.2023.101361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Accepted: 06/27/2023] [Indexed: 08/20/2023]
Affiliation(s)
- Ismail Jatoi
- Division of Surgical Oncology and Endocrine Surgery, University of Texas Health Science Center, San Antonio, TX.
| | - Abeer M Shaaban
- Department of Cellular Pathology, Queen Elizabeth Hospital Birmingham and Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Eric Jou
- Oxford University Hospitals NHS Trust, University of Oxford, Oxford, UK
| | - John R Benson
- Addenbrooke's Hospital, University of Cambridge, Cambridge; School of Medicine, Anglia Ruskin University, Cambridge and Chelmsford, UK
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20
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Almalki H, Rankin AC, Juette A, Youssef MG. Radio-frequency identification (RFID) tag localisation of non-palpable breast lesions a single centre experience. Breast 2023; 69:417-421. [PMID: 37141675 PMCID: PMC10300563 DOI: 10.1016/j.breast.2023.04.005] [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: 01/19/2023] [Revised: 04/18/2023] [Accepted: 04/22/2023] [Indexed: 05/06/2023] Open
Abstract
AIM The purpose of this study is to report the surgical experience and outcomes with pre-operative localisation of non-palpable breast lesions using the RFID tag system. METHODS The cohort for this prospective study included patients over the age of 18 with biopsy proven, non-palpable indeterminate lesions, DCIS or breast cancer requiring pre-operative localisation before surgical excision between September 2020 and July 2022. RESULTS A total of 312 RFID tags were placed in 299 consecutive patients. Indications for localisation included non-palpable invasive cancer in 255 (85.3%) patients, in situ disease in 38 (12.7%) and indeterminate lesions requiring surgical excision in 6 (2.0%). Both in situ and invasive lesions had a median size of 13 mm (range 4-100 mm) on pre-operative imaging. The RFID tags were in situ for a median time of 21 days before surgery (range 0-233 days). Of the 213 tags, 292 (93.6%) were introduced using ultrasound (USS) guidance and stereotactically in 20 (6.4%). In 3 (1.0%) cases the RFID tag was either not satisfactorily deployed at the intended target or retrieved intra-operatively. Following discussion of post-operative histology by the multi-disciplinary team, further surgery for close or involved margins was for 26 (8.7%) patients. CONCLUSION The Hologic RFID tag system can be used for accurate pre-operative localisation of non-palpable masses as well as diffuse abnormalities such as mammographic distortions and calcifications. It has advantages of flexibility for scheduling image-guided insertion independently of scheduled operating lists and can be placed to localise lesions prior to initiating neoadjuvant systemic treatment.
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Affiliation(s)
- Hend Almalki
- Department of Breast Surgery, Norfolk and Norwich University Hospital, UK
| | - Adeline C Rankin
- Department of Breast Surgery, Norfolk and Norwich University Hospital, UK
| | - Arne Juette
- Department of Breast Imaging, Norfolk and Norwich University Hospital, UK
| | - MinaM G Youssef
- Department of Breast Surgery, Norfolk and Norwich University Hospital, UK.
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21
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Shanthakumar D, Leiloglou M, Kelliher C, Darzi A, Elson DS, Leff DR. A Comparison of Spectroscopy and Imaging Techniques Utilizing Spectrally Resolved Diffusely Reflected Light for Intraoperative Margin Assessment in Breast-Conserving Surgery: A Systematic Review and Meta-Analysis. Cancers (Basel) 2023; 15:cancers15112884. [PMID: 37296847 DOI: 10.3390/cancers15112884] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/12/2023] [Accepted: 05/16/2023] [Indexed: 06/12/2023] Open
Abstract
Up to 19% of patients require re-excision surgery due to positive margins in breast-conserving surgery (BCS). Intraoperative margin assessment tools (IMAs) that incorporate tissue optical measurements could help reduce re-excision rates. This review focuses on methods that use and assess spectrally resolved diffusely reflected light for breast cancer detection in the intraoperative setting. Following PROSPERO registration (CRD42022356216), an electronic search was performed. The modalities searched for were diffuse reflectance spectroscopy (DRS), multispectral imaging (MSI), hyperspectral imaging (HSI), and spatial frequency domain imaging (SFDI). The inclusion criteria encompassed studies of human in vivo or ex vivo breast tissues, which presented data on accuracy. The exclusion criteria were contrast use, frozen samples, and other imaging adjuncts. 19 studies were selected following PRISMA guidelines. Studies were divided into point-based (spectroscopy) or whole field-of-view (imaging) techniques. A fixed-or random-effects model analysis generated pooled sensitivity/specificity for the different modalities, following heterogeneity calculations using the Q statistic. Overall, imaging-based techniques had better pooled sensitivity/specificity (0.90 (CI 0.76-1.03)/0.92 (CI 0.78-1.06)) compared with probe-based techniques (0.84 (CI 0.78-0.89)/0.85 (CI 0.79-0.91)). The use of spectrally resolved diffusely reflected light is a rapid, non-contact technique that confers accuracy in discriminating between normal and malignant breast tissue, and it constitutes a potential IMA tool.
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Affiliation(s)
- Dhurka Shanthakumar
- Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
- The Hamlyn Centre, Imperial College London, London SW7 2AZ, UK
| | - Maria Leiloglou
- Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
- The Hamlyn Centre, Imperial College London, London SW7 2AZ, UK
| | - Colm Kelliher
- Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
| | - Ara Darzi
- Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
- The Hamlyn Centre, Imperial College London, London SW7 2AZ, UK
| | - Daniel S Elson
- Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
- The Hamlyn Centre, Imperial College London, London SW7 2AZ, UK
| | - Daniel R Leff
- Department of Surgery and Cancer, Imperial College London, London W12 0HS, UK
- The Hamlyn Centre, Imperial College London, London SW7 2AZ, UK
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22
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Jong LJS, Post AL, Veluponnar D, Geldof F, Sterenborg HJCM, Ruers TJM, Dashtbozorg B. Tissue Classification of Breast Cancer by Hyperspectral Unmixing. Cancers (Basel) 2023; 15:2679. [PMID: 37345015 DOI: 10.3390/cancers15102679] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 04/26/2023] [Accepted: 05/04/2023] [Indexed: 06/23/2023] Open
Abstract
(1) Background: Assessing the resection margins during breast-conserving surgery is an important clinical need to minimize the risk of recurrent breast cancer. However, currently there is no technique that can provide real-time feedback to aid surgeons in the margin assessment. Hyperspectral imaging has the potential to overcome this problem. To classify resection margins with this technique, a tissue discrimination model should be developed, which requires a dataset with accurate ground-truth labels. However, establishing such a dataset for resection specimens is difficult. (2) Methods: In this study, we therefore propose a novel approach based on hyperspectral unmixing to determine which pixels within hyperspectral images should be assigned to the ground-truth labels from histopathology. Subsequently, we use this hyperspectral-unmixing-based approach to develop a tissue discrimination model on the presence of tumor tissue within the resection margins of ex vivo breast lumpectomy specimens. (3) Results: In total, 372 measured locations were included on the lumpectomy resection surface of 189 patients. We achieved a sensitivity of 0.94, specificity of 0.85, accuracy of 0.87, Matthew's correlation coefficient of 0.71, and area under the curve of 0.92. (4) Conclusion: Using this hyperspectral-unmixing-based approach, we demonstrated that the measured locations with hyperspectral imaging on the resection surface of lumpectomy specimens could be classified with excellent performance.
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Affiliation(s)
- Lynn-Jade S Jong
- Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
- Department of Nanobiophysics, Faculty of Science and Technology, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands
| | - Anouk L Post
- Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
- Department of Biomedical Engineering and Physics, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Dinusha Veluponnar
- Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
- Department of Nanobiophysics, Faculty of Science and Technology, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands
| | - Freija Geldof
- Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
- Department of Nanobiophysics, Faculty of Science and Technology, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands
| | - Henricus J C M Sterenborg
- Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
- Department of Biomedical Engineering and Physics, Amsterdam University Medical Centers, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Theo J M Ruers
- Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
- Department of Nanobiophysics, Faculty of Science and Technology, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands
| | - Behdad Dashtbozorg
- Department of Surgery, Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
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23
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Anselmi KF, Urban C, Dória MT, Urban LABD, Sebastião AP, Kuroda F, Rabinovich I, Cordeiro AAF, Nissen LP, Schunemann E, Spautz C, Pelanda JDC, de Lima RS, Rietjens M, Loureiro MDP. Prospective study: Impact of breast magnetic resonance imaging on oncoplastic surgery and on indications of mastectomy in patients who were previously candidates to breast conserving surgery. Front Oncol 2023; 13:1154680. [PMID: 37007081 PMCID: PMC10060853 DOI: 10.3389/fonc.2023.1154680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 02/27/2023] [Indexed: 03/18/2023] Open
Abstract
BackgroundRoutine use of magnetic resonance imaging (MRI) in the staging of patients with early breast cancer is still controversial. Oncoplastic surgery (OP) allows for wider resections without compromising the aesthetic results. This study aimed to assess the impact of preoperative MRI on surgical planning and on indications of mastectomy.MethodsProspective study including T1-T2 breast cancer patients treated between January 2019 and December 2020 in the Breast Unit of the Hospital Nossa Senhora das Graças in Curitiba, Brazil. All patients had indication for breast conserving surgery (BCS) with OP and did a breast MRI after conventional imaging.Results131 patients were selected. Indication for BCS was based on clinical examination and conventional imaging (mammography and ultrasound) findings. After undergoing breast MRI, 110 patients (84.0%) underwent BCS with OP and 21 (16.0%) had their surgical procedure changed to mastectomy. Breast MRI revealed additional findings in 52 of 131 patients (38%). Of these additional findings, 47 (90.4%) were confirmed as invasive carcinoma. Of the 21 patients who underwent mastectomies, the mean tumor size was 2.9 cm (± 1,7cm), with all having additional findings on breast MRI (100% of the mastectomies group vs 28.2% of the OP, p<0.01). Of the 110 patients submitted to OP, the mean tumor size was 1,6cm (± 0,8cm), with only 6 (5.4%) presenting positive margins at the final pathology assessment.ConclusionPreoperative breast MRI has an impact on the OP scenario, bringing additional information that may help surgical planning. It allowed selecting the group with additional tumor foci or greater extension to convert to mastectomy, with a consequent low reoperation rate of 5.4% in the BCS group. This is the first study to assess the impact of breast MRI in the preoperative planning of patients undergoing OP for the treatment of breast cancer.
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Affiliation(s)
- Karina Furlan Anselmi
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Post-Graduation Program in Biotechnology, Universidade Positivo, Curitiba, Brazil
- *Correspondence: Karina Furlan Anselmi,
| | - Cicero Urban
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
| | - Maíra Teixeira Dória
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Department of Obstetrics and Gynecology, Universidade Federal do Paraná, Curitiba, Brazil
| | | | | | - Flávia Kuroda
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
| | - Iris Rabinovich
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Department of Obstetrics and Gynecology, Universidade Federal do Paraná, Curitiba, Brazil
| | | | | | - Eduardo Schunemann
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Department of Obstetrics and Gynecology, Universidade Federal do Paraná, Curitiba, Brazil
| | - Cleverton Spautz
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
| | | | | | - Mario Rietjens
- Plastic and Reconstructive Surgery Department, European Institute of Oncology, Milan, Italy
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24
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Squeo GC, Meneveau MO, Varhegyi NE, Lattimore CM, Janowski E, Showalter TN, Showalter SL. Factors Associated With Cosmetic Outcomes After Treatment With a Novel Form of Breast Intraoperative Radiation Therapy. J Surg Res 2023; 283:514-522. [PMID: 36436288 DOI: 10.1016/j.jss.2022.10.077] [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: 12/07/2021] [Revised: 09/07/2022] [Accepted: 10/15/2022] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Precision breast intraoperative radiation therapy (PB-IORT) incorporates computed tomography-guided treatment planning and high dose rate brachytherapy to deliver a single dose of highly conformal radiational therapy. The purpose of this study is to determine factors associated with poor cosmetic outcomes after treatment with PB-IORT. METHODS The study included all consecutive participants enrolled in an ongoing phase II clinical trial that had completed a minimum of 12 mo of follow-up. A poor cosmetic outcome was defined as scoring "fair" or "poor" on the Harvard Cosmesis evaluation, or "some" or "very much" on any of the three general cosmesis categories. Statistical analysis was performed utilizing R. RESULTS The final cohort included 201 participants, of which 181 (90%) had an overall good/excellent cosmetic outcome. Group 1 consisted of 162 (81%) participants who reported only excellent/good cosmetic outcomes. Group 2 consisted of 39 (19%) participants who reported some aspect of a poor cosmetic outcome. On multivariable analysis, participants with ductal carcinoma in situ were significantly more likely to experience a poor cosmetic outcome (odds ratio 2.45, 95% confidence interval 1.03-5.82, P = 0.04), and those who received subsequent whole breast irradiation were also more likely to have a poor cosmetic outcome (odds ratio 10.20, 95% confidence interval CI 1.04-99.95, P = 0.04). CONCLUSIONS Patients with need for further radiation after PB-IORT are at increased risk for a poor cosmetic outcome. Larger balloon volume and distance between the skin do not have deleterious effects on cosmetic outcomes.
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Affiliation(s)
- Gabriella C Squeo
- University of Virginia School of Medicine, Department of Surgery, Charlottesville, Virginia
| | - Max O Meneveau
- University of Virginia School of Medicine, Department of Surgery, Charlottesville, Virginia
| | - Nikole E Varhegyi
- University of Virginia School of Medicine, Department of Public Health Sciences, Charlottesville, Virginia
| | - Courtney M Lattimore
- University of Virginia School of Medicine, Department of Surgery, Charlottesville, Virginia
| | - Einsley Janowski
- University of Virginia School of Medicine, Department of Radiation Oncology, Charlottesville, Virginia
| | - Timothy N Showalter
- University of Virginia School of Medicine, Department of Radiation Oncology, Charlottesville, Virginia
| | - Shayna L Showalter
- University of Virginia School of Medicine, Department of Surgery, Charlottesville, Virginia.
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Dhak S, Baliski C, Bakos B. Factors influencing suboptimal pathologic margins and re-excision following breast conserving surgery for ductal carcinoma in-situ. Am J Surg 2023; 225:866-870. [PMID: 36894415 DOI: 10.1016/j.amjsurg.2023.02.025] [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: 11/13/2022] [Revised: 01/28/2023] [Accepted: 02/24/2023] [Indexed: 02/27/2023]
Abstract
INTRODUCTION Re-excisions following breast conserving surgery (BCS) are common, occurring more frequently in ductal carcinoma in-situ (DCIS) than its' malignant counterpart. Although one quarter of patients with breast cancer will have DCIS, there is limited information available regarding factors predisposing to inadequate pathologic margins, and the need for re-excision. METHODS Retrospective review of patients treated for DCIS between the years 2010-2016 was conducted. Patients with DCIS undergoing BCS were identified and evaluated for demographic and pathologic factors associated with suboptimal pathologic margins and re-excision. Multivariate analysis with Wald Chi-Square testing was performed. RESULTS 241 patients underwent BCS with suboptimal margins (SOM) in 51.7% (123/238), with 27.8% undergoing re-excision (67/241). Tumor size was the most influential variable, positively associated with SOM (OR = 10.25, CI: 5.50-19.13) and re-excision (OR = 6.36, CI: 3.92-10.31). Patient age was inversely associated with SOM (OR = 0.58, CI: 0.39-0.85) and subsequent re-excisions (OR = 0.56, CI: 0.36-0.86). Low tumour grade was associated with re-excision (OR = 1.31, CI: 0.63-2.71), while ER negative disease was associated with SOM (OR = 2.24, CI: 1.21-4.14). DISCUSSION Inadequate pathologic margins following BCS, and subsequent re-excision rates are common in patients with DCIS, and consistent with the literature. Tumour size is the dominant factor driving this occurrence, with patient age and tumour grade also impacting outcomes.
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Affiliation(s)
- Sahej Dhak
- University of British Columbia, Southern Medical Program, 1088 Discovery Ave, Kelowna, BC V1V 1V7, Canada.
| | - Christopher Baliski
- BC Cancer Sindi-Ahluwalia Hawkins Centre for the Southern Interior, 399 Royal Ave, Kelowna, BC V1Y 5L3, Canada.
| | - Brendan Bakos
- BC Cancer Sindi-Ahluwalia Hawkins Centre for the Southern Interior, 399 Royal Ave, Kelowna, BC V1Y 5L3, Canada
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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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Automated breast ultrasound (ABUS) for intraoperative margin control on surgical specimens in breast conserving surgery. Arch Gynecol Obstet 2022; 307:1949-1955. [PMID: 36503976 DOI: 10.1007/s00404-022-06837-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 10/23/2022] [Indexed: 12/14/2022]
Abstract
PURPOSE As breast-conserving surgery (BCS) has become the standard for treatment of early breast cancer, the need for new technologies to improve intraoperative margin assessment has become clear. Close or positive margins during BCS lead to additional surgeries, treatment delay, additional stress for patients and increasing healthcare cost. Automated three-dimensional breast ultrasound (ABUS) systems are meant to overcome the shortcomings of hand-held ultrasound (HHUS). In this study, we investigate the feasibility of ABUS to conduct ultrasound on surgical specimens in breast conserving therapy. METHODS In this monocentric, non-interventional study, specimens of 40 women were examined via ABUS. A construction with isotonic saline solution, gel pads and ABUS membranes was invented by our team to produce images of breast cancer specimens using ABUS. Evaluation of the ABUS images was carried out by two independent physicians trained on ABUS evaluation. RESULTS ABUS was conducted on 40 specimens. 90% of the generated images were of high quality. Measured tumor sizes with ABUS were bigger than measured tumor size with HHUS (mean tumor size 22.9 vs. 18.1 mm, CI 2.38-7.35, p < 0.05). The mean difference between the ABUS tumor size and the pathological tumor size was 1.8 mm (CI - 0.84-4.53, p = 0.17). The mean difference between the HHUS tumor size and the pathological tumor size was 3.2 mm (CI - 5.35 to - 1.03, p = 0.005). CONCLUSION ABUS seems to be a suitable method to conduct specimen ultrasound. Further studies are required to evaluate the accuracy of ABUS for intraoperative margin assessment and possible implementation in clinical work routine.
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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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Manhoobi IP, Bodilsen A, Nijkamp J, Pareek A, Tramm T, Redsted S, Christiansen P. Diagnostic accuracy of radiography, digital breast tomosynthesis, micro-CT and ultrasound for margin assessment during breast surgery: A systematic review and meta-analysis. Acad Radiol 2022; 29:1560-1572. [PMID: 34996687 DOI: 10.1016/j.acra.2021.12.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 11/29/2021] [Accepted: 12/06/2021] [Indexed: 12/14/2022]
Abstract
RATIONALE AND OBJECTIVES Achieving adequate resection margins in breast conserving surgery is challenging and often demands more than one surgical procedure. We evaluated pooled diagnostic sensitivity, and specificity of radiological methods for intraoperative margin assessment and their impact on repeat surgery rate. MATERIALS AND METHODS We included studies using radiography, digital breast tomosynthesis (DBT), micro-CT, and ultrasound for intraoperative margin assessment with the histological assessment as the reference method. A systematic search was performed in PubMed, Embase, Cochrane Library, Scopus, and Web of Science. Two investigators screened the studies for eligibility criteria and extracted data of the included studies independently. The quality assessment on diagnostic accuracy studies (QUADAS)-2 tool was used. A bivariate random effect model was used to obtained pooled sensitivity and specificity of the index tests in the meta-analysis. RESULTS The systematic search resulted in screening of 798 unique records. Twenty-two articles with 29 radiological imaging methods were selected for meta-analysis. Pooled sensitivity and specificity and area under the curve were calculated for each of the 4 subgroups in the meta-analysis respectively: Radiography; 52%, 77%, 60%, DBT; 67%, 76%, 76%, micro-CT; 68%, 69%, 72%, and ultrasound; 72%, 78%, 80%. The repeat surgery rate was poorly reported in the included studies. CONCLUSION Ultrasound showed the highest and radiography the lowest diagnostic performance for intraoperative margin assessment. However, the heterogeneity between studies was high and the subgroups small. The radiological methods for margin assessment need further improvement to provide reliable guidance in the clinical workflow and to prevent repeat surgeries.
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Affiliation(s)
| | - Anne Bodilsen
- Department of Abdominal Surgery (A.B.), Aarhus University Hospital, Denmark
| | - Jasper Nijkamp
- Danish center for Particle Therapy (J.N.), Aarhus University Hospital, Department of Clinical Medicine, Aarhus University, Denmark
| | - Anuj Pareek
- Department of Radiology (A.P.), North Zealand Hospital, Denmark
| | - Trine Tramm
- Department of Pathology (T.T.), Aarhus University Hospital, Denmark
| | - Søren Redsted
- Department of Radiology, (I.P.M., S.R.), Aarhus University Hospital, Denmark
| | - Peer Christiansen
- Department of Plastic and Breast Surgery (P.C.), Aarhus University Hospital, Denmark
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Healy NA, Parag Y, Soppelsa G, Wignarajah P, Benson JR, Agrawal A, Forouhi P, Kilburn-Toppin F, Gilbert FJ. Does pre-operative breast MRI have an impact on surgical outcomes in high-grade DCIS? Br J Radiol 2022; 95:20220306. [PMID: 35819920 PMCID: PMC9815730 DOI: 10.1259/bjr.20220306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 06/10/2022] [Accepted: 07/11/2022] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVES High-grade DCIS (HG DCIS) is associated with upgrade to invasive disease but few studies evaluate the role of MRI in this subset of DCIS. This study compared surgical outcomes of females with HG DCIS on biopsy who had pre-operative MRI with those that proceeded directly to surgery. METHODS This single-centre retrospective, observational study identified patients with pure HG DCIS on pre-operative biopsy from the pathology database. Surgical outcomes, clinicopathological and radiological features were obtained for all patients. RESULTS From August 2015 to February 2020, 217 patients had HG DCIS on biopsy. Pre-operative MRI was performed in 40 (MRI group) and not in 88 (No MRI group) patients. Initial mastectomy was performed in 25/40 (63%) women in the MRI group and 20/88 (23%) women in the no MRI group (p < 0.0001). No difference was observed in re-operation rate between the two groups, 15% in MRI group vs 22% in No MRI group (p = 0.4749). Mean tumour size on histology was larger in mastectomy cases in the MRI group (73.4 mm, range 6-140 mm), than the total MRI group, (58.3 mm, range 0-140 mm) or no MRI group (30.7 mm, range 0-130 mm) (p < 0.0001). CONCLUSIONS Pre-operative MRI in HG DCIS is associated with higher mastectomy rates, possibly due to patient selection for MRI, as tumours on final histology were significantly larger. Fewer re-operations were observed in the MRI group although this was not significant. ADVANCES IN KNOWLEDGE Breast MRI performed pre-operatively in HG DCIS is associated with higher mastectomy rates and fewer re-operation rates.
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Affiliation(s)
- Nuala A. Healy
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - Yethiksha Parag
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - Giorgia Soppelsa
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - Primee Wignarajah
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - John R. Benson
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - Amit Agrawal
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - Parto Forouhi
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - Fleur Kilburn-Toppin
- Cambridge Breast Unit, Cambridge University Hospitals NHS Foundation Trust, Addenbrookes’ Hospital, Hills Road, Cambridge, UK
| | - Fiona J. Gilbert
- Department of Radiology, University of Cambridge School of Clinical Medicine, Box 218, Level 5, Cambridge Biomedical Campus, Cambridge, UK
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Walker E, Linders DGJ, Abenojar E, Wang X, Hazelbag HM, Straver ME, Bijlstra OD, March TL, Vahrmeijer AL, Exner A, Bogyo M, Basilion JP, Straight B. Formulation of a Thermosensitive Imaging Hydrogel for Topical Application and Rapid Visualization of Tumor Margins in the Surgical Cavity. Cancers (Basel) 2022; 14:cancers14143459. [PMID: 35884520 PMCID: PMC9323389 DOI: 10.3390/cancers14143459] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 07/11/2022] [Accepted: 07/12/2022] [Indexed: 01/07/2023] Open
Abstract
Simple Summary We have developed a formulation for an innovative, quenched, cathepsin-targeted, fluorescent molecular probe to enhance resection quality for several solid-tumor cancers. Unlike other formulations for imaging probes or tracers in development and entering the clinic, which require systemic administration hours before the procedure, this current formulation is applied topically into the surgical cavity immediately after a standard of care resection. Within minutes of application, the probe activates in the presence of residual cancer in the surgical wound and provides a strong fluorescent signal that precisely delineates any remaining cancer, enabling a more complete resection. Utilization of this imaging gel formulation for topical application to detect breast cancer in the surgical cavity during surgery has the potential to reduce re-excisions, with consequent savings in healthcare costs and enhancement in patient quality of life. Abstract Background: Tumor-positive surgical margins during primary breast cancer (BCa) surgery are associated with a two-fold increase in the risk of local recurrence when compared with tumor-negative margins. Pathological microscopic evaluation of the samples only assesses about 1/10 of 1% of the entire volume of the removed BCa specimens, leading to margin under-sampling and potential local recurrence in patients with pathologically clean margins, i.e., false negative margins. In the case of tumor-positive margins, patients need to undergo re-excision and/or radiation therapy, resulting in increases in complications, morbidity, and healthcare costs. Development of a simple real-time imaging technique to identify residual BCa in the surgical cavity rapidly and precisely could significantly improve the quality of care. Methods: A small-molecule, fluorescently quenched protease-substrate probe, AKRO-QC-ICG, was tested as part of a thermosensitive imaging gel formulated for topical application and imaging of the BCa surgical cavity. Results: More than forty formulations of gel mixtures were investigated to enable easy fluid application and subsequent solidification once applied, preventing dripping and pooling in the surgical cavity. The final formulation was tested using human BCa orthotopic implants in nude and NSG patient-derived xenografts (PDX) mice. This formulation of Pluronic F-127/DMSO/AKRO-QC-ICG imaging gel was found to be a good solvent for the probe, with a desirable thermo-reversible solid–gel transition and mechanical strength for distribution of AKRO-QC-ICG on the surfaces of tissue. It demonstrated excellent ability to detect BCa tissue after 10 min exposure, with a high signal-to-noise ratio both in mouse xenografts and freshly excised human lumpectomy tissue. The in vivo efficacy of the AKRO-QC-ICG imaging gel to detect BCa revealed the levels of sensitivity/specificity = 0.92/1 in 12 nude mice, which was corroborated with the sensitivity/specificity = 0.94/1 in 10 PDX mice. Conclusions: Utilization of Pluronic F-127/DMSO/AKRO-QC-ICG imaging gel for topical application to detect BCa in the surgical cavity during surgery has the potential to reduce re-excisions, with consequent savings in healthcare costs and enhancement in patient quality of life.
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Affiliation(s)
- Ethan Walker
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; (E.W.); (X.W.); (A.E.); (J.P.B.)
| | - Daan G. J. Linders
- Department of Surgery, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands; (D.G.J.L.); (O.D.B.); (A.L.V.)
| | - Eric Abenojar
- Department of Radiology, Case Western Reserve University, Cleveland, OH 44106, USA;
| | - Xinning Wang
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; (E.W.); (X.W.); (A.E.); (J.P.B.)
| | - Hans Marten Hazelbag
- Department of Pathology, Haaglanden Medical Center, 2512 VA The Hague, The Netherlands;
| | - Marieke E. Straver
- Department of Surgery, Haaglanden Medical Center, 2512 VA The Hague, The Netherlands;
| | - Okker D. Bijlstra
- Department of Surgery, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands; (D.G.J.L.); (O.D.B.); (A.L.V.)
| | - Taryn L. March
- Department of Clinical Pharmacy and Toxicology, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands;
| | - Alexander L. Vahrmeijer
- Department of Surgery, Leiden University Medical Center, 2333 ZA Leiden, The Netherlands; (D.G.J.L.); (O.D.B.); (A.L.V.)
| | - Agata Exner
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; (E.W.); (X.W.); (A.E.); (J.P.B.)
- Department of Radiology, Case Western Reserve University, Cleveland, OH 44106, USA;
| | - Matthew Bogyo
- Department of Pathology, Stanford University, Stanford, CA 94305, USA;
- Department of Microbiology and Immunology, Stanford University, Stanford, CA 94305, USA
| | - James P. Basilion
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH 44106, USA; (E.W.); (X.W.); (A.E.); (J.P.B.)
- Department of Radiology, Case Western Reserve University, Cleveland, OH 44106, USA;
- Akrotome Imaging Inc., Charlotte, NC 28205, USA
| | - Brian Straight
- Akrotome Imaging Inc., Charlotte, NC 28205, USA
- Correspondence: ; Tel.: +1-216-983-3264
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Foo KY, Newman K, Fang Q, Gong P, Ismail HM, Lakhiani DD, Zilkens R, Dessauvagie BF, Latham B, Saunders CM, Chin L, Kennedy BF. Multi-class classification of breast tissue using optical coherence tomography and attenuation imaging combined via deep learning. BIOMEDICAL OPTICS EXPRESS 2022; 13:3380-3400. [PMID: 35781967 PMCID: PMC9208580 DOI: 10.1364/boe.455110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 04/23/2022] [Accepted: 04/25/2022] [Indexed: 05/27/2023]
Abstract
We demonstrate a convolutional neural network (CNN) for multi-class breast tissue classification as adipose tissue, benign dense tissue, or malignant tissue, using multi-channel optical coherence tomography (OCT) and attenuation images, and a novel Matthews correlation coefficient (MCC)-based loss function that correlates more strongly with performance metrics than the commonly used cross-entropy loss. We hypothesized that using multi-channel images would increase tumor detection performance compared to using OCT alone. 5,804 images from 29 patients were used to fine-tune a pre-trained ResNet-18 network. Adding attenuation images to OCT images yields statistically significant improvements in several performance metrics, including benign dense tissue sensitivity (68.0% versus 59.6%), malignant tissue positive predictive value (PPV) (79.4% versus 75.5%), and total accuracy (85.4% versus 83.3%), indicating that the additional contrast from attenuation imaging is most beneficial for distinguishing between benign dense tissue and malignant tissue.
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Affiliation(s)
- 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, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, Australia
| | - Kyle Newman
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, 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, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, Australia
| | - Peijun Gong
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, Australia
| | - Hina M. Ismail
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, Australia
| | - Devina D. Lakhiani
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands, and Centre for Medical Research, The University of Western Australia, Perth, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, 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, WA 6009, Australia
- Division of Surgery, Medical School, The University of Western Australia, Perth, WA 6009, Australia
| | - Benjamin F. Dessauvagie
- Division of Pathology and Laboratory Medicine, Medical School, The University of Western Australia, Perth, WA 6009, Australia
- PathWest, Fiona Stanley Hospital, Murdoch, WA 6150, Australia
| | - Bruce Latham
- PathWest, Fiona Stanley Hospital, Murdoch, WA 6150, Australia
- School of Medicine, The University of Notre Dame, Fremantle, WA 6160, Australia
| | - Christobel M. Saunders
- Division of Surgery, Medical School, The University of Western Australia, Perth, WA 6009, Australia
- Breast Centre, Fiona Stanley Hospital, Murdoch, WA 6150, Australia
- Breast Clinic, Royal Perth Hospital, Perth, WA 6000, Australia
- Department of Surgery, Melbourne Medical School, The University of Melbourne, Parkville, VIC 3010, 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, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, 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, WA 6009, Australia
- Department of Electrical, Electronic & Computer Engineering, School of Engineering, The University of Western Australia, Perth, WA 6009, Australia
- Australian Research Council Centre for Personalised Therapeutics Technologies, Perth, WA 6000, Australia
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Ozcan LC, Donovan CA, Srour M, Chung A, Mirocha J, Frankel SD, Hakim P, Giuliano AE, Amersi F. Invasive Lobular Carcinoma-Correlation Between Imaging and Final Pathology: Is MRI Better? Am Surg 2022:31348221101600. [PMID: 35639048 DOI: 10.1177/00031348221101600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Invasive lobular carcinoma (ILC) is associated with high re-excision rates following breast-conserving surgery (BCS). The correlation between lesion size on different imaging modalities and final tumor size has not been well characterized. METHODS A prospective database of patients with stage I-III breast cancer undergoing BCS between 2006 and 2016 was reviewed. Pearson correlation analysis was used to correlate tumor size on breast imaging to final pathology. RESULTS Of these, 111 patients with ILC were identified. Mean lesion size was 1.93 cm for MMG, 1.61 cm for US, and 2.51 cm for MRI. Mean tumor size on surgical excision was 2.64 cm. The correlation coefficient between pathology and the different imaging modalities were as follows: MMG .17, US 0.37, and MRI .58. Actual tumor size was underestimated by 1 cm in 27.1% of MMGs, 50% of USs, and in 13.3% of MRIs. 38 patients (34.2%) underwent re-excision. No differences in re-excision rates were noted in patients with and without MRI, 30.3% vs 40.0%, respectively (P = .31). CONCLUSION While MRI provides a better estimate of tumor size than MMG and US, the size of the tumor on imaging only weakly correlated with pathology. The use of MRI does not decrease re-excision rates.
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Affiliation(s)
- Lerna C Ozcan
- Division of Surgical Oncology, Department of Surgery, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Cory A Donovan
- Division of Surgical Oncology, Department of Surgery, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Marissa Srour
- Division of Surgical Oncology, Department of Surgery, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Alice Chung
- Division of Surgical Oncology, Department of Surgery, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - James Mirocha
- Biostatistics Core, Research Institute and Samuel-Oschin Cancer Center, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Steven D Frankel
- Department of Breast Imaging, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Paul Hakim
- Department of Breast Imaging, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Armando E Giuliano
- Division of Surgical Oncology, Department of Surgery, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Farin Amersi
- Division of Surgical Oncology, Department of Surgery, 22494Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Evolution of Frozen Section in Carcinoma Breast: Systematic Review. Int J Breast Cancer 2022; 2022:4958580. [PMID: 35655582 PMCID: PMC9152418 DOI: 10.1155/2022/4958580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 03/28/2022] [Indexed: 11/17/2022] Open
Abstract
Background. The frozen section (FS) has been a good technique in surgical management of breast lesions since many years. But complete agreement and cooperation have not been achieved everywhere among surgeons and pathologists especially in the developing countries. FS undergoes continuous criticism due to various shortcomings but continued to be evaluated especially in developing countries. Objectives. This review was conducted to synthesize information on the use of frozen section in carcinoma breast. Data Sources. The MEDLINE database for frozen section since its origin and its implication in recent breast surgery techniques was studied. Study Eligibility Criteria. Sixty-five articles were reviewed with complete analysis on FS in both benign and malignant breast lesions. Study Appraisal and Synthesis Methods. The analysis of frozen section was done as a diagnostic tool in breast lesions, margin status in breast conservative surgery in carcinoma breast, and sentinel lymph node and use of immunohistochemistry for sentinel lymph node FS. Results. It was analysed that the FS gives accurate results in margin status analysis, decreasing rerecurrence. Conclusion. The accuracy of FSA, low recurrence rate, avoidance of reoperation, and good cosmesis are the key points of its use in breast conservative surgery. Its use in sentinel lymph node biopsy (SLNB) is equivocal. However, application of immunohistochemistry on frozen section of SLNB is an evolving trend in today’s era.
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Amiri SA, Berckel PV, Lai M, Dankelman J, Hendriks BHW. Tissue-mimicking phantom materials with tunable optical properties suitable for assessment of diffuse reflectance spectroscopy during electrosurgery. BIOMEDICAL OPTICS EXPRESS 2022; 13:2616-2643. [PMID: 35774339 PMCID: PMC9203083 DOI: 10.1364/boe.449637] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/08/2022] [Accepted: 02/09/2022] [Indexed: 06/15/2023]
Abstract
Emerging intraoperative tumor margin assessment techniques require the development of more complex and reliable organ phantoms to assess the performance of the technique before its translation into the clinic. In this work, electrically conductive tissue-mimicking materials (TMMs) based on fat, water and agar/gelatin were produced with tunable optical properties. The composition of the phantoms allowed for the assessment of tumor margins using diffuse reflectance spectroscopy, as the fat/water ratio served as a discriminating factor between the healthy and malignant tissue. Moreover, the possibility of using polyvinyl alcohol (PVA) or transglutaminase in combination with fat, water and gelatin for developing TMMs was studied. The diffuse spectral response of the developed phantom materials had a good match with the spectral response of porcine muscle and adipose tissue, as well as in vitro human breast tissue. Using the developed recipe, anatomically relevant heterogeneous breast phantoms representing the optical properties of different layers of the human breast were fabricated using 3D-printed molds. These TMMs can be used for further development of phantoms applicable for simulating the realistic breast conserving surgery workflow in order to evaluate the intraoperative optical-based tumor margin assessment techniques during electrosurgery.
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Affiliation(s)
- Sara Azizian Amiri
- Department of Biomechanical Engineering, Faculty of Mechanical, Maritime, and Materials Engineering, Delft University of Technology, The Netherlands
| | - Pieter Van Berckel
- Department of Biomechanical Engineering, Faculty of Mechanical, Maritime, and Materials Engineering, Delft University of Technology, The Netherlands
| | - Marco Lai
- Philips Research, IGT & US Devices and Systems Department, Eindhoven, The Netherlands
- Eindhoven University of Technology (TU/e), Eindhoven, The Netherlands
| | - Jenny Dankelman
- Department of Biomechanical Engineering, Faculty of Mechanical, Maritime, and Materials Engineering, Delft University of Technology, The Netherlands
| | - Benno H. W. Hendriks
- Department of Biomechanical Engineering, Faculty of Mechanical, Maritime, and Materials Engineering, Delft University of Technology, The Netherlands
- Philips Research, IGT & US Devices and Systems Department, Eindhoven, The Netherlands
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Moo J, Marsden P, Vyas K, Reader AJ. Deep Learning Signal Discrimination for Improved Sensitivity at High Specificity for CMOS Intraoperative Probes. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES 2022; 6:446-453. [PMID: 35419499 PMCID: PMC8991998 DOI: 10.1109/trpms.2021.3098448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 04/10/2021] [Accepted: 07/08/2021] [Indexed: 11/06/2022]
Abstract
The challenge in delineating the boundary between cancerous and healthy tissue during cancer resection surgeries can be addressed with the use of intraoperative probes to detect cancer cells labeled with radiotracers to facilitate excision. In this study, deep learning algorithms for background gamma ray signal rejection were explored for an intraoperative probe utilizing CMOS monolithic active pixel sensors optimized toward the detection of internal conversion electrons from [Formula: see text]Tc. Two methods utilizing convolutional neural networks (CNNs) were explored for beta-gamma discrimination: 1) classification of event clusters isolated from the sensor array outputs (SAOs) from the probe and 2) semantic segmentation of event clusters within an acquisition frame of an SAO which provides spatial information on the classification. The feasibility of the methods in this study was explored with several radionuclides including 14C, 57Co, and [Formula: see text]Tc. Overall, the classification deep network is able to achieve an improved area under the curve (AUC) of the receiver operating characteristic (ROC), giving 0.93 for 14C beta and [Formula: see text]Tc gamma clusters, compared to 0.88 for a more conventional feature-based discriminator. Further optimization of the lower left region of the ROC by using a customized AUC loss function during training led to an improvement of 31% in sensitivity at low false positive rates compared to the conventional method. The segmentation deep network is able to achieve a mean dice score of 0.93. Through the direct comparison of all methods, the classification method was found to have a better performance in terms of the AUC.
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Affiliation(s)
- Joshua Moo
- School of Biomedical Engineering and Imaging SciencesKing’s College LondonLondonSE1 7EHU.K.
| | - Paul Marsden
- School of Biomedical Engineering and Imaging SciencesKing’s College LondonLondonSE1 7EHU.K.
| | - Kunal Vyas
- Research DepartmentLightpoint Medical Ltd.CheshamHP5 1PEU.K.
| | - Andrew J. Reader
- School of Biomedical Engineering and Imaging SciencesKing’s College LondonLondonSE1 7EHU.K.
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Miller K, Kreis IA, Gannon MR, Medina J, Clements K, Horgan K, Dodwell D, Park MH, Cromwell DA. The association between guideline adherence, age and overall survival among women with non-metastatic breast cancer: A systematic review. Cancer Treat Rev 2022; 104:102353. [PMID: 35152157 DOI: 10.1016/j.ctrv.2022.102353] [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: 11/30/2021] [Revised: 01/22/2022] [Accepted: 01/25/2022] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Conformity with treatment guidelines should benefit patients. Studies have reported variation in adherence to breast cancer (BC) guidelines, particularly among older women. This study investigated (i) whether adherence to treatment guideline recommendations for women with non-metastatic BC improves overall survival (OS), (ii) whether that relationship varies by age. METHODOLOGY MEDLINE and EMBASE were systematically searched for studies on guideline adherence and OS in women with non-metastatic BC, published after January 2000, which examined recommendations on breast surgery, chemotherapy, radiotherapy or endocrine therapy. Study results were summarised using narrative synthesis. RESULTS Sixteen studies met the inclusion criteria. The recommendations for each treatment covered were similar, but studies differed in their definitions of adherence. 5-year OS rates among patients having compliant treatment ranged from 91.3% to 93.2%, while rates among patients having non-compliant treatment ranged from 75.9% to 83.4%. Six studies reported an adjusted hazard ratio (aHR) for non-compliant treatment compared with compliant treatment; all concluded OS was worse among patients whose overall treatment was non-compliant (aHR range: 1.52 [1.30-1.82] to 2.57 [1.96-3.37]), but adjustment for potential confounders was limited. Worse adherence among older women was reported in 12/16 studies, but they did not provide consistent evidence on whether OS was associated with treatment adherence and age. CONCLUSIONS Individual studies reported that better adherence to guidelines improved OS among women with non-metastatic BC, but the evidence base has weaknesses including inconsistent definitions of adherence. More precise and consistent research designs, including the evaluation of barriers to adherence across the spectrum of healthcare practice, are required to fully understand guideline compliance, as well as the relationship between compliance and OS following a BC diagnosis.
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Affiliation(s)
- Katie Miller
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK.
| | - Irene A Kreis
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Melissa R Gannon
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - Jibby Medina
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK
| | - Karen Clements
- National Cancer Registration and Analysis Service, NHS Digital, 2(nd) Floor, 23 Stephenson Street, Birmingham, UK
| | - Kieran Horgan
- Department of Breast Surgery, St James's University Hospital, Leeds, UK
| | - David Dodwell
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Min Hae Park
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
| | - David A Cromwell
- Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK; Department of Health Services Research & Policy, London School of Hygiene & Tropical Medicine, London, UK
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Sangha GS, Hu B, Li G, Fox SE, Sholl AB, Brown JQ, Goergen CJ. Assessment of photoacoustic tomography contrast for breast tissue imaging using 3D correlative virtual histology. Sci Rep 2022; 12:2532. [PMID: 35169198 PMCID: PMC8847353 DOI: 10.1038/s41598-022-06501-3] [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: 10/17/2021] [Accepted: 01/25/2022] [Indexed: 11/12/2022] Open
Abstract
Current breast tumor margin detection methods are destructive, time-consuming, and result in significant reoperative rates. Dual-modality photoacoustic tomography (PAT) and ultrasound has the potential to enhance breast margin characterization by providing clinically relevant compositional information with high sensitivity and tissue penetration. However, quantitative methods that rigorously compare volumetric PAT and ultrasound images with gold-standard histology are lacking, thus limiting clinical validation and translation. Here, we present a quantitative multimodality workflow that uses inverted Selective Plane Illumination Microscopy (iSPIM) to facilitate image co-registration between volumetric PAT-ultrasound datasets with histology in human invasive ductal carcinoma breast tissue samples. Our ultrasound-PAT system consisted of a tunable Nd:YAG laser coupled with a 40 MHz central frequency ultrasound transducer. A linear stepper motor was used to acquire volumetric PAT and ultrasound breast biopsy datasets using 1100 nm light to identify hemoglobin-rich regions and 1210 nm light to identify lipid-rich regions. Our iSPIM system used 488 nm and 647 nm laser excitation combined with Eosin and DRAQ5, a cell-permeant nucleic acid binding dye, to produce high-resolution volumetric datasets comparable to histology. Image thresholding was applied to PAT and iSPIM images to extract, quantify, and topologically visualize breast biopsy lipid, stroma, hemoglobin, and nuclei distribution. Our lipid-weighted PAT and iSPIM images suggest that low lipid regions strongly correlate with malignant breast tissue. Hemoglobin-weighted PAT images, however, correlated poorly with cancerous regions determined by histology and interpreted by a board-certified pathologist. Nuclei-weighted iSPIM images revealed similar cellular content in cancerous and non-cancerous tissues, suggesting malignant cell migration from the breast ducts to the surrounding tissues. We demonstrate the utility of our nondestructive, volumetric, region-based quantitative method for comprehensive validation of 3D tomographic imaging methods suitable for bedside tumor margin detection.
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Affiliation(s)
- Gurneet S Sangha
- Fischell Department of Bioengineering, University of Maryland, 8278 Paint Branch Dr, College Park, MD, 20742, USA.,Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Dr., West Lafayette, IN, 47907, USA
| | - Bihe Hu
- Department of Biomedical Engineering, Tulane University, 547 Lindy Boggs Center, New Orleans, LA, 70118, USA
| | - Guang Li
- Department of Biomedical Engineering, Tulane University, 547 Lindy Boggs Center, New Orleans, LA, 70118, USA
| | - Sharon E Fox
- Department of Pathology, LSU Health Sciences Center, New Orleans, 433 Bolivar St, New Orleans, LA, 70112, USA.,Pathology and Laboratory Medicine Service, Southeast Louisiana Veterans Healthcare System, 2400 Canal Street, New Orleans, LA, 70112, USA
| | - Andrew B Sholl
- Delta Pathology Group, Touro Infirmary, 1401 Foucher St, New Orleans, LA, 70115, USA
| | - J Quincy Brown
- Department of Biomedical Engineering, Tulane University, 547 Lindy Boggs Center, New Orleans, LA, 70118, USA
| | - Craig J Goergen
- Weldon School of Biomedical Engineering, Purdue University, 206 S. Martin Jischke Dr., West Lafayette, IN, 47907, USA. .,Purdue University Center for Cancer Research, Purdue University, 201 S. University St., West Lafayette, IN, 47907, USA.
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Gulcelik MA, Dogan L, Karaman N, Bahcecitapar M, Ozaslan C. Oncoplastic Level II Surgical Techniques for Breast Cancer Treatment: Long-Term Outcomes. Breast Care (Basel) 2022; 17:24-30. [PMID: 35355700 PMCID: PMC8914188 DOI: 10.1159/000514468] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Accepted: 01/16/2021] [Indexed: 02/03/2023] Open
Abstract
Background Problems in patients who could not get adequate surgical margins (SM) and good cosmetic results with breast-conserving surgery (BCS) have been overcome with the introduction of oncoplastic surgery (OPS) methods. The purpose of this study was the documentation of level II techniques and the presentation of long-term survival results. Methods The data on patients who had been prospectively registered in the database between 2007 and 2017 and who had been treated with level II OPS due to invasive breast cancer were examined. Results A total of 1,074 patients were included in the study. The most commonly applied level II oncoplastic techniques were performed in the upper outer quadrantectomy with racquet incision in 334 (31%) patients, inferior pedicle flaps in 294 (27.3%), and vertical mammoplasty in 140 (13%). Reexcision was performed in 96 patients (8.9%). Total breast conservation rate was 96%. Five-year disease-free survival (DFS) was 88%, local recurrence-free survival (LRFS) 93.6%, and overall survival (OS) 96%. Ten-year DFS was 72%, LRFS 85.4%, and OS 90.2%. Conclusion Level II OPS techniques have low reoperation and complication rates and a high rate of breast protection. The success of these techniques has been demonstrated in terms of long-term local control. Awareness of the fact that many patients who undergo OPS will not lose their breasts should be created, and regular training programs for OPS techniques should be conducted especially in developing countries. By revealing these results, it is hoped that the OPS and breast conservation rates will increase.
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Affiliation(s)
- Mehmet Ali Gulcelik
- Department of Surgical Oncology, University of Health Sciences, Gülhane Training and Research Hospital, Ankara, Turkey
| | - Lutfi Dogan
- Department of Surgical Oncology, University of Health Sciences, Ankara Oncology Training and Research Hospital, Ankara, Turkey,*Lutfi Dogan, Department of Surgical Oncology, University of Health Sciences, Ankara Oncology Training and Research Hospital, Ankara 06200 (Turkey),
| | - Niyazi Karaman
- Department of Surgical Oncology, University of Health Sciences, Ankara Oncology Training and Research Hospital, Ankara, Turkey
| | - Melike Bahcecitapar
- Department of Statistics, Hacettepe University, Faculty of Science, Ankara, Turkey
| | - Cihangir Ozaslan
- Department of Surgical Oncology, University of Health Sciences, Ankara Oncology Training and Research Hospital, Ankara, Turkey
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Xu H, Liu J, Chen Z, Wang C, Liu Y, Wang M, Zhou P, Luo H, Ren J. Intratumoral and peritumoral radiomics based on dynamic contrast-enhanced MRI for preoperative prediction of intraductal component in invasive breast cancer. Eur Radiol 2022; 32:4845-4856. [DOI: 10.1007/s00330-022-08539-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 12/01/2021] [Accepted: 12/22/2021] [Indexed: 12/11/2022]
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Yoo TK, Kang YJ, Jeong J, Song JY, Kang SH, Lee HY, Kim ET, Yi O, Lee HB, Choi S, Park HS, Gwak G, Kim JI, Kim MK, Lee J, Kang HJ, Chae BJ. A Randomized Controlled Trial for Doing vs. Omitting Intraoperative Frozen Section Biopsy for Resection Margin Status in Selected Patients Undergoing Breast-Conserving Surgery (OFF-MAP Trial). J Breast Cancer 2022; 24:569-577. [PMID: 34979601 PMCID: PMC8724377 DOI: 10.4048/jbc.2021.24.e51] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 10/04/2021] [Accepted: 12/06/2021] [Indexed: 11/30/2022] Open
Abstract
Purpose Intraoperative frozen section biopsy is used to reduce the margin positive rate and re-excision rate and has been reported to have high diagnostic accuracy. A majority of breast surgeons in the Republic of Korea routinely perform frozen section biopsy to assess margins intraoperatively, despite its long turnaround time and high resource requirements. This study aims to determine whether omitting frozen section biopsy for intraoperative margin evaluation in selected patients is non-inferior to performing frozen section biopsy in terms of resection margin positivity rate. Methods This study is a phase III, randomized controlled, parallel-group, multicenter non-inferiority clinical trial. Patients meeting the inclusion criteria and providing written informed consent will be randomized to the “frozen section biopsy” or “frozen section biopsy omission” group after lumpectomy. Patients with clinical stage T1–T3 disease who are diagnosed with invasive breast cancer by core-needle biopsy and plan to undergo breast-conserving surgery will be included in this study. If a daughter nodule, non-mass enhancement, or microcalcification is identified on preoperative imaging, these features must be within 1 cm of the main mass for inclusion in the trial. The target sample size is 646 patients per arm. The primary endpoint will be the resection margin positive rate, and the secondary endpoints include the reoperation rate, operating time, residual cancer after reoperation, residual cancer after re-excision according to the frozen section biopsy result, resection volume, patient quality of life, and cost-effectiveness. Discussion This is the first randomized clinical trial utilizing frozen section biopsy for intraoperative margin evaluation and aims to determine the non-inferiority of omitting frozen section biopsy in selected patients compared to performing frozen section biopsy. We expect that this trial will help surgeons perform the procedure more efficiently while ensuring patient safety. Trial Registration ClinicalTrials.gov Identifier: NCT03975179; Clinical Research Information Service Identifier: KCT0004606
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Affiliation(s)
- Tae-Kyung Yoo
- Department of Surgery, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Young-Joon Kang
- Department of Surgery, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jeong-Yoon Song
- Department of Surgery, Kyung Hee University Hospital at Gangdong, Kyung Hee University College of Medicine, Seoul, Korea
| | - Sun Hee Kang
- Department of Surgery, Keimyung University Dongsan Hospital, Keimyung University School of Medicine, Daegu, Korea
| | - Hye Yoon Lee
- Department of Surgery, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea
| | - Eui Tae Kim
- Department of Surgery, Dankook University Hospital, Dankook University College of Medicine, Cheonan, Korea
| | - Onvox Yi
- Department of Surgery, Dongnam Institute of Radiological and Medical Science, Busan, Korea
| | - Han-Byoel Lee
- Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Soojeong Choi
- Department of Surgery, Seoul Medical Center, Seoul, Korea
| | - Hyung Seok Park
- Department of Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Geumhee Gwak
- Department of Surgery, Sanggye Paik Hospital, Inje University College of Medicine, Seoul, Korea
| | - Jae Il Kim
- Department of Surgery, Ilsan Paik Hospital, Inje University College of Medicine, Goyang, Korea
| | - Min Kyoon Kim
- Department of Surgery, Chung-Ang University Hospital, Seoul, Korea
| | - Jeeyeon Lee
- Department of Surgery, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, Daegu, Korea
| | - Hee Joon Kang
- Division of Breast and Endocrine Surgery, Dongtan Sacred Heart Hospital, Hallym University College of Medicine, Hwaseong, Korea
| | - Byung Joo Chae
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea. ,
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Grant Y, Thiruchelvam PTR, Kovacevic L, Mossialos E, Al-Mufti R, Hogben K, Hadjiminas DJ, Leff DR. OUP accepted manuscript. BJS Open 2022; 6:6604296. [PMID: 35674701 PMCID: PMC9176201 DOI: 10.1093/bjsopen/zrac073] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 04/08/2022] [Accepted: 04/20/2022] [Indexed: 11/13/2022] Open
Abstract
Background Following therapeutic mammoplasty (TM), the contralateral breast may require a later balancing procedure to optimize shape and symmetry. The alternative is to offer patients simultaneous TM with immediate contralateral symmetrization via a dual-surgeon approach, with the goal of reducing costs and minimizing the number of subsequent hospital appointments in an era of COVID-19 surges. The aim of this cost–consequence analysis is to characterize the cost–benefit of immediate bilateral symmetrization dual-operator mammoplasty versus staged unilateral single operator for breast cancer surgery. Method A prospective single-centre observational study was conducted at an academic teaching centre for breast cancer surgery in the UK. Pseudonymized data for clinicopathological variables and procedural care information, including the type of initial breast-conserving surgery and subsequent reoperation(s), were extracted from the electronic patient record. Financial data were retrieved using the Patient-Level Information and Costing Systems. Results Between April 2014 and March 2020, 232 women received either immediate bilateral (n = 44), staged unilateral (n = 57) for breast cancer, or unilateral mammoplasty alone (n = 131). The median (interquartile range (i.q.r.)) additional cost of unilateral mammoplasty with staged versus immediate bilateral mammoplasty was €5500 (€4330 to €6570) per patient (P < 0.001), which represents a total supplementary financial burden of €313 462 to the study institution. There was no significant difference between groups in age, Charlson comorbidity index, operating minutes, time to adjuvant radiotherapy in months, or duration of hospital stay. Conclusion Synchronous dual-surgeon immediate bilateral TM can deliver safe immediate symmetrization and is financially beneficial, without delay to receipt of adjuvant therapy, or additional postoperative morbidity.
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Affiliation(s)
- Yasmin Grant
- Correspondence to: Yasmin Grant, Clinical Research Fellow, Department of BioSurgery and Surgical Technology, Imperial College London, 10th Floor, QEQM Wing, St Mary’s Hospital, Paddington, London W2 1NY, UK (e-mail: )
| | - Paul T. R. Thiruchelvam
- Breast Unit, Imperial College Healthcare NHS Trust, London, UK
- Department of BioSurgery and Surgical Technology, Imperial College London, London, UK
| | - Lana Kovacevic
- Department of Health Policy, The London School of Economics and Political Science, London, UK
| | - Elias Mossialos
- Breast Unit, Imperial College Healthcare NHS Trust, London, UK
| | | | - Katy Hogben
- Breast Unit, Imperial College Healthcare NHS Trust, London, UK
| | | | - Daniel R. Leff
- Department of BioSurgery and Surgical Technology, Imperial College London, London, UK
- Breast Unit, Imperial College Healthcare NHS Trust, London, UK
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Song Y, Sun S, Li D, Han J, Niu M, Luo S, Xu H, Huang R, Zhang S, Wu Y, Wu Q, Xiong J, Hao L. Long-term oncologic safety of immediate reconstructive surgery in patients with invasive breast cancer: a retrospective matched-cohort study. World J Surg Oncol 2021; 19:348. [PMID: 34930333 PMCID: PMC8686330 DOI: 10.1186/s12957-021-02450-9] [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: 08/09/2021] [Accepted: 11/17/2021] [Indexed: 12/24/2022] Open
Abstract
Objective Immediate reconstruction (IR) is a safe and effective surgical treatment for patients with breast cancer. We aimed to assess the prognosis, aesthetic outcomes, and patient satisfaction of IR compared with breast conservation surgery (BCS) and total mastectomy (TM). Methods This retrospective matched-cohort study was conducted between May 2005 and December 2014. We established two cohorts according to the tumor (T) size of breast cancer. In the T≤3cm group, cases (IR) and controls (BCS or TM) were matched for age, pathological tumor size, and pathologic nodal status in a 1:1:1 ratio. In the T>3cm group, cases (IR) and controls (TM) were matched with the same factors and ratio. The primary outcome was the 5-year disease-free survival (DFS). The secondary outcome was patient satisfaction and quality of life. Results A total of 12,678 breast cancer patients were assessed for eligibility, of which 587 were included (T≤3 cm group: 155 IR vs 155 BCS vs 155 TM; T>3cm group: 61 IR vs 61 TM). In the T≤3 cm cohort, patients who underwent IR had no difference compared with those who underwent BCS or TM regarding the 5-year DFS (P=0.539); however, an improved aesthetic satisfaction, psychosocial, and sexual well-being were achieved in the IR group (P<0.001). In the T>3 cm cohort, the IR group had a worse median 5-year DFS (P=0.044), especially for Her2+ or triple-negative breast carcinoma (TNBC) subtypes compared with the TM group. Conclusions IR improves aesthetic satisfaction, psychosocial, and sexual well-being for breast cancer patients with T≤3 cm. For patients with T > 3 cm invasive breast cancer, TM is superior to IR as it predicts a better 5-year DFS.
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Aesthetic monitoring-based assessment of oncological safety of oncoplastic management of breast cancer: a multi-center research study. BMC Surg 2021; 21:414. [PMID: 34876090 PMCID: PMC8650427 DOI: 10.1186/s12893-021-01410-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 11/18/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Oncoplastic Breast surgeries (OBS) in breast cancer have evolved to preserve the cancerous breast rather than its amputation to improve postoperative cosmetic results. The lack of evidence to support the oncological safety and benefits of OBS is questionable. In this study, we evaluate various aspects of oncoplastic surgeries with a focused monitoring of aesthetic results and oncological safety. METHODS This was a multi-center observational study focused on the statistics of data collected from cases who underwent oncoplastic surgeries from the cohort of breast cancer candidates at Mansoura University Hospitals/Egypt and King Faisal Medical Complex/KSA from January 2015 to June 2018. All data were analyzed carefully using SPSS v-26. RESULTS Eighty cases who underwent different oncoplastic surgeries were included and reviewed for the aesthetic outcome and oncological safety. The recurrence rate was found to be 2.5%. The breast impact treatment scale assessment method was used to analyze the aesthetic outcomes, and average scores were accepted in 90% of patients. CONCLUSIONS The oncoplastic breast surgeries are feasible and they had a high rate of oncological safety with the maintenance of good aesthetic outcomes and patient satisfaction.
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Ohno M, Ohno N, Miyati T, Kawashima H, Kozaka K, Matsuura Y, Gabata T, Kobayashi S. Triexponential Diffusion Analysis of Diffusion-weighted Imaging for Breast Ductal Carcinoma in Situ and Invasive Ductal Carcinoma. Magn Reson Med Sci 2021; 20:396-403. [PMID: 33563872 PMCID: PMC8922350 DOI: 10.2463/mrms.mp.2020-0103] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Purpose To obtain detailed information in breast ductal carcinoma in situ (DCIS) and invasive ductal carcinoma (IDC) using triexponential diffusion analysis. Methods Diffusion-weighted images (DWI) of the breast were obtained using single-shot diffusion echo-planar imaging with 15 b-values. Mean signal intensities at each b-value were measured in the DCIS and IDC lesions and fitted with the triexponential function based on a two-step approach: slow-restricted diffusion coefficient (Ds) was initially determined using a monoexponential function with b-values > 800 s/mm2. The diffusion coefficient of free water at 37°C was assigned to the fast-free diffusion coefficient (Df). Finally, the perfusion-related diffusion coefficient (Dp) was derived using all the b-values. Furthermore, biexponential analysis was performed to obtain the perfusion-related diffusion coefficient (D*) and the perfusion-independent diffusion coefficient (D). Monoexponential analysis was performed to obtain the apparent diffusion coefficient (ADC). The sensitivity and specificity of the aforementioned diffusion coefficients for distinguishing between DCIS and IDC were evaluated using the pathological results. Results The Ds, D, and ADC of DCIS were significantly higher than those of IDC (P < 0.01 for all). There was no significant correlation between Dp and Ds, but there was a weak correlation between D* and D. The combination of Dp and Ds showed higher sensitivity and specificity (85.9% and 71.4%, respectively), compared to the combination of D* and D (81.5% and 33.3%, respectively). Conclusion Triexponential analysis can provide detailed diffusion information for breast tumors that can be used to differentiate between DCIS and IDC.
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Affiliation(s)
- Masako Ohno
- Department of Radiological Technology, Kanazawa University Hospital
| | - Naoki Ohno
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University
| | - Tosiaki Miyati
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University
| | - Hiroko Kawashima
- Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University.,Department of Radiology, Kanazawa University Hospital
| | - Kazuto Kozaka
- Department of Radiology, Kanazawa University Hospital
| | | | | | - Satoshi Kobayashi
- Department of Radiological Technology, Kanazawa University Hospital.,Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University.,Department of Radiology, Kanazawa University Hospital
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Becker L, Janssen N, Layland SL, Mürdter TE, Nies AT, Schenke-Layland K, Marzi J. Raman Imaging and Fluorescence Lifetime Imaging Microscopy for Diagnosis of Cancer State and Metabolic Monitoring. Cancers (Basel) 2021; 13:cancers13225682. [PMID: 34830837 PMCID: PMC8616063 DOI: 10.3390/cancers13225682] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/05/2021] [Accepted: 11/10/2021] [Indexed: 02/08/2023] Open
Abstract
Hurdles for effective tumor therapy are delayed detection and limited effectiveness of systemic drug therapies by patient-specific multidrug resistance. Non-invasive bioimaging tools such as fluorescence lifetime imaging microscopy (FLIM) and Raman-microspectroscopy have evolved over the last decade, providing the potential to be translated into clinics for early-stage disease detection, in vitro drug screening, and drug efficacy studies in personalized medicine. Accessing tissue- and cell-specific spectral signatures, Raman microspectroscopy has emerged as a diagnostic tool to identify precancerous lesions, cancer stages, or cell malignancy. In vivo Raman measurements have been enabled by recent technological advances in Raman endoscopy and signal-enhancing setups such as coherent anti-stokes Raman spectroscopy or surface-enhanced Raman spectroscopy. FLIM enables in situ investigations of metabolic processes such as glycolysis, oxidative stress, or mitochondrial activity by using the autofluorescence of co-enzymes NADH and FAD, which are associated with intrinsic proteins as a direct measure of tumor metabolism, cell death stages and drug efficacy. The combination of non-invasive and molecular-sensitive in situ techniques and advanced 3D tumor models such as patient-derived organoids or microtumors allows the recapitulation of tumor physiology and metabolism in vitro and facilitates the screening for patient-individualized drug treatment options.
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Affiliation(s)
- Lucas Becker
- Department for Medical Technologies and Regenerative Medicine, Institute of Biomedical Engineering, University of Tübingen, 72076 Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany
| | - Nicole Janssen
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, University of Tübingen, 72076 Tübingen, Germany
| | - Shannon L Layland
- Department for Medical Technologies and Regenerative Medicine, Institute of Biomedical Engineering, University of Tübingen, 72076 Tübingen, Germany
| | - Thomas E Mürdter
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, University of Tübingen, 72076 Tübingen, Germany
| | - Anne T Nies
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany
- Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, University of Tübingen, 72076 Tübingen, Germany
| | - Katja Schenke-Layland
- Department for Medical Technologies and Regenerative Medicine, Institute of Biomedical Engineering, University of Tübingen, 72076 Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany
- NMI Natural and Medical Sciences Institute at the University of Tübingen, 72770 Reutlingen, Germany
- Cardiovascular Research Laboratories, Department of Medicine/Cardiology, David Geffen School of Medicine, UCLA, Los Angeles, CA 90073, USA
| | - Julia Marzi
- Department for Medical Technologies and Regenerative Medicine, Institute of Biomedical Engineering, University of Tübingen, 72076 Tübingen, Germany
- Cluster of Excellence iFIT (EXC 2180) "Image-Guided and Functionally Instructed Tumor Therapies", University of Tübingen, 72076 Tübingen, Germany
- NMI Natural and Medical Sciences Institute at the University of Tübingen, 72770 Reutlingen, Germany
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Thompson BM, Chala LF, Shimizu C, Mano MS, Filassi JR, Geyer FC, Torres US, de Mello GGN, da Costa Leite C. Pre-treatment MRI tumor features and post-treatment mammographic findings: may they contribute to refining the prediction of pathologic complete response in post-neoadjuvant breast cancer patients with radiologic complete response on MRI? Eur Radiol 2021; 32:1663-1675. [PMID: 34716780 DOI: 10.1007/s00330-021-08290-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 06/05/2021] [Accepted: 08/20/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Radiologic complete response (rCR) in breast cancer patients after neoadjuvant chemotherapy (NAC) does not necessarily correlate with pathologic complete response (pCR), a marker traditionally associated with better outcomes. We sought to verify if data extracted from two important steps of the imaging workup (tumor features at pre-treatment MRI and post-treatment mammographic findings) might assist in refining the prediction of pCR in post-NAC patients showing rCR. METHODS A total of 115 post-NAC women with rCR on MRI (2010-2016) were retrospectively assessed. Pre-treatment MRI (lesion morphology, size, and distribution) and post-treatment mammographic findings (calcification, asymmetry, mass, architectural distortion) were assessed, as well as clinical and molecular variables. Bivariate and multivariate analyses evaluated correlation between such variables and pCR. Post-NAC mammographic findings and their correlation with ductal in situ carcinoma (DCIS) were evaluated using Pearson's correlation. RESULTS Tumor distribution at pre-treatment MRI was the only significant predictive imaging feature on multivariate analysis, with multicentric lesions having lower odds of pCR (p = 0.035). There was no significant association between tumor size and morphology with pCR. Mammographic residual calcifications were associated with DCIS (p = 0.009). The receptor subtype remained as a significant predictor, with HR-HER2 + and triple-negative status demonstrating higher odds of pCR on multivariate analyses. CONCLUSIONS Multicentric lesions on pre-NAC MRI were associated with a lower chance of pCR in post-NAC rCR patients. The receptor subtype remained a reliable predictor of pCR. Residual mammographic calcifications correlated with higher odds of malignancy, making the correlation between mammography and MRI essential for surgical planning. Key Points • The presence of a multicentric lesion on pre-NAC MRI, even though the patient reaches a radiologic complete response on MRI, is associated with a lower chance of pCR. • Molecular status of the tumor remained the only significant predictor of pathologic complete response in such patients in the present study. • Post-neoadjuvant residual calcifications found on mammography were related to higher odds of residual malignancy, making the correlation between mammography and MRI essential for surgical planning.
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Affiliation(s)
- Bruna M Thompson
- Institute of Radiology, Clinics Hospital, School of Medicine, University of São Paulo, São Paulo, Brazil
| | - Luciano F Chala
- Fleury Group, Rua Cincinato Braga, 282, Bela Vista, São Paulo, SP, 01333-010, Brazil
| | - Carlos Shimizu
- Institute of Radiology, Clinics Hospital, School of Medicine, University of São Paulo, São Paulo, Brazil.,Fleury Group, Rua Cincinato Braga, 282, Bela Vista, São Paulo, SP, 01333-010, Brazil
| | - Max S Mano
- Department of Oncology, Hospital Sírio Libanês, São Paulo, Brazil
| | - José R Filassi
- Department of Gynecology and Obstetrics, Mastology Section, Instituto Do Câncer Do Estado de São Paulo, São Paulo, Brazil
| | - Felipe C Geyer
- Department of Pathology, Instituto Do Câncer Do Estado de São Paulo, São Paulo, Brazil
| | - Ulysses S Torres
- Fleury Group, Rua Cincinato Braga, 282, Bela Vista, São Paulo, SP, 01333-010, Brazil.
| | | | - Cláudia da Costa Leite
- Institute of Radiology, Clinics Hospital, School of Medicine, University of São Paulo, São Paulo, Brazil
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Godden AR, Micha A, Wolf LM, Pitches C, Barry PA, Khan AA, Krupa KDC, Kirby AM, Rusby JE. Three-dimensional simulation of aesthetic outcome from breast-conserving surgery compared with viewing photographs or standard care: randomized clinical trial. Br J Surg 2021; 108:1181-1188. [PMID: 34370833 PMCID: PMC10364871 DOI: 10.1093/bjs/znab217] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 05/06/2021] [Indexed: 11/13/2022]
Abstract
INTRODUCTION Over half of women with surgically managed breast cancer in the UK undergo breast-conserving treatment (BCT). While photographs are shown prior to reconstructive surgery or complex oncoplastic procedures, standard practice prior to breast conservation is to simply describe the likely aesthetic changes. Patients have expressed the desire for more personalized information about likely appearance after surgery. The hypothesis was that viewing a three-dimensional (3D) simulation improves patients' confidence in knowing their likely aesthetic outcome after surgery. METHODS A randomized, controlled trial of 117 women planning unilateral BCT was undertaken. The randomization was three-way: standard of care (verbal description alone, control group), viewing two-dimensional (2D) photographs, or viewing a 3D simulation before surgery. The primary endpoint was the comparison between groups' median answer on a visual analogue scale (VAS) for the question administered before surgery: 'How confident are you that you know how your breasts are likely to look after treatment?' RESULTS The median VAS in the control group was 5.2 (i.q.r. 2.6-7.8); 8.0 (i.q.r. 5.7-8.7) for 2D photography, and 8.9 (i.q.r. 8.2-9.5) for 3D simulation. There was a significant difference between groups (P < 0.010) with post-hoc pairwise comparisons demonstrating a statistically significant difference between 3D simulation and both standard care and viewing 2D photographs (P < 0.010 and P = 0.012, respectively). CONCLUSION This RCT has demonstrated that women who viewed an individualized 3D simulation of likely aesthetic outcome for BCT were more confident going into surgery than those who received standard care or who were shown 2D photographs of other women. The impact on longer-term satisfaction with outcome remains to be determined.Registration number: NCT03250260 (http://www.clinicaltrials.gov).
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Affiliation(s)
- A R Godden
- Department of Breast Surgery, Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
- Independent patient co-designer, Institute of Cancer Research, Sutton, Surrey, UK
| | - A Micha
- Department of Breast Surgery, Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
| | - L M Wolf
- Department of Breast Surgery, Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
| | - C Pitches
- Independent patient co-designer, Institute of Cancer Research, Sutton, Surrey, UK
| | - P A Barry
- Department of Breast Surgery, Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
| | - A A Khan
- Department of Plastic Surgery, The Royal Marsden NHS Foundation Trust, London, UK
| | - K D C Krupa
- Department of Breast Surgery, Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
| | - A M Kirby
- Department of Breast Surgery, Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
- Independent patient co-designer, Institute of Cancer Research, Sutton, Surrey, UK
| | - J E Rusby
- Department of Breast Surgery, Royal Marsden NHS Foundation Trust, Sutton, Surrey, UK
- Independent patient co-designer, Institute of Cancer Research, Sutton, Surrey, UK
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Kedrzycki MS, Leiloglou M, Chalau V, Chiarini N, Thiruchelvam PTR, Hadjiminas DJ, Hogben KR, Rashid F, Ramakrishnan R, Darzi AW, Elson DS, Leff DR. The Impact of Temporal Variation in Indocyanine Green Administration on Tumor Identification During Fluorescence Guided Breast Surgery. Ann Surg Oncol 2021; 28:5617-5625. [PMID: 34347221 PMCID: PMC8418597 DOI: 10.1245/s10434-021-10503-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 07/07/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND On average, 21% of women in the USA treated with Breast Conserving Surgery (BCS) undergo a second operation because of close positive margins. Tumor identification with fluorescence imaging could improve positive margin rates through demarcating location, size, and invasiveness of tumors. We investigated the technique's diagnostic accuracy in detecting tumors during BCS using intravenous indocyanine green (ICG) and a custom-built fluorescence camera system. METHODS In this single-center prospective clinical study, 40 recruited BCS patients were sub-categorized into two cohorts. In the first 'enhanced permeability and retention' (EPR) cohort, 0.25 mg/kg ICG was injected ~ 25 min prior to tumor excision, and in the second 'angiography' cohort, ~ 5 min prior to tumor excision. Subsequently, an in-house imaging system was used to image the tumor in situ prior to resection, ex vivo following resection, the resection bed, and during grossing in the histopathology laboratory to compare the technique's diagnostic accuracy between the cohorts. RESULTS The two cohorts were matched in patient and tumor characteristics. The majority of patients had invasive ductal carcinoma with concomitant ductal carcinoma in situ. Tumor-to-background ratio (TBR) in the angiography cohort was superior to the EPR cohort (TBR = 3.18 ± 1.74 vs 2.10 ± 0.92 respectively, p = 0.023). Tumor detection reached sensitivity and specificity scores of 0.82 and 0.93 for the angiography cohort and 0.66 and 0.90 for the EPR cohort, respectively (p = 0.1051 and p = 0.9099). DISCUSSION ICG administration timing during the angiography phase compared with the EPR phase improved TBR and diagnostic accuracy. Future work will focus on image pattern analysis and adaptation of the camera system to targeting fluorophores specific to breast cancer.
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Affiliation(s)
- Martha S Kedrzycki
- Hamlyn Centre, Institute of Global Health Innovation, Imperial College London, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK.,Department of Breast Surgery, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Maria Leiloglou
- Hamlyn Centre, Institute of Global Health Innovation, Imperial College London, London, UK. .,Department of Surgery and Cancer, Imperial College London, London, UK.
| | - Vadzim Chalau
- Hamlyn Centre, Institute of Global Health Innovation, Imperial College London, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK
| | - Nicolas Chiarini
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Paul T R Thiruchelvam
- Department of Surgery and Cancer, Imperial College London, London, UK.,Department of Breast Surgery, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Dimitri J Hadjiminas
- Department of Breast Surgery, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Katy R Hogben
- Department of Breast Surgery, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Faiza Rashid
- Department of Histopathology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Rathi Ramakrishnan
- Department of Histopathology, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK
| | - Ara W Darzi
- Hamlyn Centre, Institute of Global Health Innovation, Imperial College London, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK
| | - Daniel S Elson
- Hamlyn Centre, Institute of Global Health Innovation, Imperial College London, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK
| | - Daniel R Leff
- Hamlyn Centre, Institute of Global Health Innovation, Imperial College London, London, UK.,Department of Surgery and Cancer, Imperial College London, London, UK.,Department of Breast Surgery, Charing Cross Hospital, Imperial College Healthcare NHS Trust, London, UK
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Ellbrant J, Gulis K, Plasgård E, Svensjö T, Bendahl PO, Rydén L. Validated prediction model for positive resection margins in breast-conserving surgery based exclusively on preoperative data. BJS Open 2021; 5:6382014. [PMID: 34611702 PMCID: PMC8493005 DOI: 10.1093/bjsopen/zrab092] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 08/17/2021] [Indexed: 12/14/2022] Open
Abstract
Background Positive margins after breast-conserving surgery (BCS) and subsequent second surgery are associated with increased costs and patient discomfort. The aim of this study was to develop a prediction model for positive margins based on risk factors available before surgery. Methods Patients undergoing BCS for in situ or invasive cancer between 2015 and 2016 at site A formed a development cohort; those operated during 2017 in site A and B formed two validation cohorts. MRI was not used routinely. Preoperative radiographic and tumour characteristics and method of operation were collected from patient charts. Multivariable logistic regression was used to develop a prediction model for positive margins including variables with discriminatory capacity identified in a univariable model. The discrimination and calibration of the prediction model was assessed in the validation cohorts, and a nomogram developed. Results There were 432 patients in the development cohort, and 190 and 157 in site A and B validation cohorts respectively. Positive margins were identified in 77 patients (17.8 per cent) in the development cohort. A non-linear transformation of mammographic tumour size and six variables (visible on mammography, ductal carcinoma in situ, lobular invasive cancer, distance from nipple–areola complex, calcification, and type of surgery) were included in the final prediction model, which had an area under the curve of 0.80 (95 per cent c.i. 0.75 to 0.85). The discrimination and calibration of the prediction model was assessed in the validation cohorts, and a nomogram developed. Conclusion The prediction model showed good ability to predict positive margins after BCS and might, after further validation, be used before surgery in centres without the routine use of preoperative MRI. Presented in part to the San Antonio Breast Cancer Symposium, San Antonio, Texas, USA, December 2018 and the Swedish Surgical Society Annual Meeting, Helsingborg, Sweden, August 2018.
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Affiliation(s)
- J Ellbrant
- Department of Surgery, Skåne University Hospital, Malmö, Sweden.,Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden
| | - K Gulis
- Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden.,Department of Surgery, Kristianstad Central Hospital, Kristianstad, Sweden
| | - E Plasgård
- Department of Surgery, Skåne University Hospital, Lund, Sweden
| | - T Svensjö
- Department of Surgery, Kristianstad Central Hospital, Kristianstad, Sweden
| | - P O Bendahl
- Department of Clinical Sciences Lund, Division of Oncology and Pathology, Lund University, Lund, Sweden
| | - L Rydén
- Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden.,Department of Surgery, Skåne University Hospital, Lund, Sweden
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