1
|
Garza KY, King ME, Nagi C, DeHoog RJ, Zhang J, Sans M, Krieger A, Feider CL, Bensussan AV, Keating MF, Lin JQ, Sun MW, Tibshirani R, Pirko C, Brahmbhatt KA, Al-Fartosi AR, Thompson AM, Bonefas E, Suliburk J, Carter SA, Eberlin LS. Intraoperative Evaluation of Breast Tissues During Breast Cancer Operations Using the MasSpec Pen. JAMA Netw Open 2024; 7:e242684. [PMID: 38517441 PMCID: PMC10960202 DOI: 10.1001/jamanetworkopen.2024.2684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 12/30/2023] [Indexed: 03/23/2024] Open
Abstract
Importance Surgery with complete tumor resection remains the main treatment option for patients with breast cancer. Yet, current technologies are limited in providing accurate assessment of breast tissue in vivo, warranting development of new technologies for surgical guidance. Objective To evaluate the performance of the MasSpec Pen for accurate intraoperative assessment of breast tissues and surgical margins based on metabolic and lipid information. Design, Setting, and Participants In this diagnostic study conducted between February 23, 2017, and August 19, 2021, the mass spectrometry-based device was used to analyze healthy breast and invasive ductal carcinoma (IDC) banked tissue samples from adult patients undergoing breast surgery for ductal carcinomas or nonmalignant conditions. Fresh-frozen tissue samples and touch imprints were analyzed in a laboratory. Intraoperative in vivo and ex vivo breast tissue analyses were performed by surgical staff in operating rooms (ORs) within 2 different hospitals at the Texas Medical Center. Molecular data were used to build statistical classifiers. Main Outcomes and Measures Prediction results of tissue analyses from classification models were compared with gross assessment, frozen section analysis, and/or final postoperative pathology to assess accuracy. Results All data acquired from the 143 banked tissue samples, including 79 healthy breast and 64 IDC tissues, were included in the statistical analysis. Data presented rich molecular profiles of healthy and IDC banked tissue samples, with significant changes in relative abundances observed for several metabolic species. Statistical classifiers yielded accuracies of 95.6%, 95.5%, and 90.6% for training, validation, and independent test sets, respectively. A total of 25 participants enrolled in the clinical, intraoperative study; all were female, and the median age was 58 years (IQR, 44-66 years). Intraoperative testing of the technology was successfully performed by surgical staff during 25 breast operations. Of 273 intraoperative analyses performed during 25 surgical cases, 147 analyses from 22 cases were subjected to statistical classification. Testing of the classifiers on 147 intraoperative mass spectra yielded 95.9% agreement with postoperative pathology results. Conclusions and Relevance The findings of this diagnostic study suggest that the mass spectrometry-based system could be clinically valuable to surgeons and patients by enabling fast molecular-based intraoperative assessment of in vivo and ex vivo breast tissue samples and surgical margins.
Collapse
Affiliation(s)
- Kyana Y. Garza
- Department of Chemistry, The University of Texas at Austin
| | - Mary E. King
- Department of Chemistry, The University of Texas at Austin
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Chandandeep Nagi
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, Texas
| | - Rachel J. DeHoog
- Department of Chemistry, The University of Texas at Austin
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Jialing Zhang
- Department of Chemistry, The University of Texas at Austin
| | - Marta Sans
- Department of Chemistry, The University of Texas at Austin
| | - Anna Krieger
- Department of Chemistry, The University of Texas at Austin
| | | | | | - Michael F. Keating
- Department of Chemistry, The University of Texas at Austin
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - John Q. Lin
- Department of Chemistry, The University of Texas at Austin
| | - Min Woo Sun
- Department of Biomedical Data Science, Stanford University, Stanford, California
| | - Robert Tibshirani
- Department of Biomedical Data Science, Stanford University, Stanford, California
| | - Christopher Pirko
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Kirtan A. Brahmbhatt
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Ahmed R. Al-Fartosi
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Alastair M. Thompson
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Elizabeth Bonefas
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - James Suliburk
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Stacey A. Carter
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Livia S. Eberlin
- Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| |
Collapse
|
2
|
Nicosia L, Rotili A, Pesapane F, Bozzini AC, Battaglia O, Pellegrino G, Fusco N, Porta FM, Frassoni S, Bagnardi V, Corso G, Sangalli C, Cassano E. Contrast-Enhanced Mammography (CEM) compared to Breast Magnetic Resonance (MRI) in the evaluation of breast lobular neoplasia. Breast Cancer Res Treat 2024; 203:135-143. [PMID: 37787819 DOI: 10.1007/s10549-023-07096-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 08/13/2023] [Indexed: 10/04/2023]
Abstract
PURPOSE To compare the diagnostic performance (detection, assessment of correct disease extent and multifocality/centricity) of Contrast-Enhanced Mammography (CEM) Versus Breast Magnetic Resonance (MRI) in the study of lobular neoplasms. METHODS We retrospectively selected all the patients who underwent surgery for a lobular breast neoplasm, either an in situ or an invasive tumor, and had undergone both breast CEM and MRI examinations during the pre-surgical planning. Wilcoxon Signed Rank test was performed to assess the differences between size measurements using the different methods and the post-surgical pathological measurements, considered the gold standard. The agreement in identifying multifocality/multicentricity among the different methods and the pathology was assessed using the Kappa statistics. RESULTS We selected 19 patients, of which one presented a bilateral neoplasm. Then, the images of these 19 patients were analyzed, for a total of 52 malignant breast lesions. We found no significant differences between the post-surgical pathological size of the lesions and the calculated size with CEM and MRI (p-value of the difference respectively 0.71 and 0.47). In all 20 cases, neoplasm detection was possible both with CEM and MRI. CEM and MRI showed an excellent ability to identify multifocal and multicentric cases (K statistic equal to 0.93 for both the procedures), while K statistic was 0.11 and 0.59 for FFDM and US, respectively. CONCLUSION The findings of this study suggest that CEM is a reliable imaging technique in the preoperative setting of patients with lobular neoplasm, with comparable results to breast MRI.
Collapse
Affiliation(s)
- Luca Nicosia
- Breast Imaging Division, Radiology Department, IEO European Institute of Oncology IRCCS, 20141, Milan, Italy.
| | - Anna Rotili
- Breast Imaging Division, Radiology Department, IEO European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Filippo Pesapane
- Breast Imaging Division, Radiology Department, IEO European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Anna Carla Bozzini
- Breast Imaging Division, Radiology Department, IEO European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Ottavia Battaglia
- Postgraduation School of Diagnostic and Interventional Radiology, University of Milan, Via Festa del Perdono 7, 20122, Milan, Italy
| | - Giuseppe Pellegrino
- Postgraduation School of Diagnostic and Interventional Radiology, University of Milan, Via Festa del Perdono 7, 20122, Milan, Italy
| | - Nicola Fusco
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
| | - Francesca Maria Porta
- Division of Pathology, European Institute of Oncology IRCCS, Milan, Italy
- School of Pathology, University of Milan, 20122, Milan, Italy
| | - Samuele Frassoni
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, 20126, Milan, Italy
| | - Vincenzo Bagnardi
- Department of Statistics and Quantitative Methods, University of Milan-Bicocca, 20126, Milan, Italy
| | - Giovanni Corso
- Department of Oncology and Hemato-Oncology, University of Milan, 20122, Milan, Italy
- Division of Breast Surgery, European Institute of Oncology (IEO), IRCCS, Via Ripamonti, 435, 20141, Milan, Italy
- European Cancer Prevention Organization (ECP), 20122, Milan, Italy
| | - Claudia Sangalli
- European Cancer Prevention Organization (ECP), 20122, Milan, Italy
- Data Management, IEO European Institute of Oncology IRCCS, 20141, Milan, Italy
| | - Enrico Cassano
- Breast Imaging Division, Radiology Department, IEO European Institute of Oncology IRCCS, 20141, Milan, Italy
| |
Collapse
|
3
|
Cheun JH, Kim HK, Lee HB, Han W, Moon HG. Residual Risk of Ipsilateral Tumor Recurrence in Patients Who Achieved Clear Lumpectomy Margins After Repeated Resection. J Breast Cancer 2023; 26:558-571. [PMID: 37985383 PMCID: PMC10761757 DOI: 10.4048/jbc.2023.26.e46] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 08/15/2023] [Accepted: 09/18/2023] [Indexed: 11/22/2023] Open
Abstract
PURPOSE Patients with breast cancer with positive lumpectomy margins have a two-fold increased risk of ipsilateral breast tumor recurrence (IBTR). This can be the result of either technically incomplete resection or the biological characteristics of the tumor that lead to a positive margin. We hypothesized that if achieving negative margins by re-excision nullifies the IBTR risk, then the increased risk is mainly attributed to the technical incompleteness of the initial surgeries. Thus, we investigated IBTR rates in patients with breast cancer who achieved clear margins after re-excision. METHODS We retrospectively reviewed patients who underwent breast lumpectomy for invasive breast cancer between 2004 and 2018 at a single institution, and investigated IBTR events. RESULTS Among 5,598 patients, 793 achieved clear margins after re-excision of their initial positive margins. During the median follow-up period of 76.4 months, 121 (2.2%) patients experienced IBTR. Patients who underwent re-excision to achieve negative margin experienced significantly higher IBTR rates compared to those achieving clear margin at first lumpectomy (10-year IBTR rate: 5.3% vs. 2.6% [25 vs. 84 events]; unadjusted p = 0.031, hazard ratio, 1.61, 95% confidence interval [CI], 1.04-2.48; adjusted p = 0.030, hazard ratio, 1.69, 95% CI, 1.05-2.72). This difference was more evident in patients aged < 50 years and those with delayed IBTR. Additionally, no statistically significant differences were observed in the spatial distribution of IBTR locations. CONCLUSION Patients who underwent re-excision for initial positive margins had an increased risk of IBTR, even after achieving a final negative margin, compared to patients with negative margins initially. This increased risk of IBTR is mostly observed in young patients and delayed cases.
Collapse
Affiliation(s)
- Jong-Ho Cheun
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Hong-Kyu Kim
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Han-Byoel Lee
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Genomic Medicine Institute, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea
| | - Wonshik Han
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Genomic Medicine Institute, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea
| | - Hyeong-Gon Moon
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Korea
- Genomic Medicine Institute, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea.
| |
Collapse
|
4
|
Gilmore R, Chen J, Dembinski R, Reissis Y, Milek D, Cadena L, Habibi M. Cost minimization in breast conserving surgery: a comparative study of radiofrequency spectroscopy and full cavity shave margins. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2023; 21:66. [PMID: 37716980 PMCID: PMC10504787 DOI: 10.1186/s12962-023-00477-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 09/09/2023] [Indexed: 09/18/2023] Open
Abstract
BACKGROUND In an effort to minimize positive margins and subsequent re-excision after breast conserving surgery (BCS), many providers and facilities have implemented either a Full Cavity Shave (FCS) approach or adding the MarginProbe Radiofrequency Spectroscopy System. OBJECTIVE We sought to create a functioning Pro-Forma for use by facilities and payers to evaluate and compare the cost savings of implementing FCS or MarginProbe based on personalized variable inputs. METHODS A decision tree demonstrating three possible surgical pathways, BCS, BCS + FCS, and BCS + MarginProbe was developed with clinical inputs for re-excision rate, mastectomy as 2nd surgery, rate of reconstruction, and rate of 3rd surgery derived by a literature review. A surgical pathway cost formula was created using the decision tree and financial inputs derived by utilizing the nation's largest database of privately billed health insurance claims and Medicare claims data (fairhealth.org). Using the surgical pathway formula and financial inputs, a customizable Pro-Forma was created for immediate cost savings analysis of BCS + FCS and BCS + Marginprobe using variable inputs. Costs are from the perspective of third-party payers. RESULTS Utilizing MarginProbe to reduce re-excisions for positive margins can be associated with better cost-savings than FCS due to the increased pathology processing costs by using an FCS approach. The reduction in re-excision provided by both FCS and MarginProbe offset their increased expense to various degrees with cost savings of each method improving as baseline re-excisions rates increase, until ultimately each may become cost-neutral or cost-prohibitive when compared to BCS alone. Our data suggest that in the privately insured population, MarginProbe provides a cost-savings over BCS alone when baseline re-excision rates are over 20% and that FCS becomes cost-saving when baseline re-excision rates are over 29%. For Medicare patients, MarginProbe provides a cost-savings when baseline re-excision rates exceed 34%, and FCS becomes cost-saving for re-excision rates over 52%. Our Pro-Forma allows an individual provider or institution to evaluate the cost savings of the FCS approach and/or utilization of the MarginProbe device such that the additional cost or cost-savings of utilizing one or both of these methods can be quickly calculated based on their facility's volume and baseline re-excision rate. CONCLUSIONS Our data suggest that utilizing either an FCS approach or the MarginProbe radiofrequency spectroscopy system may be a cost-saving solution to reducing the rate of re-excisions depending on a facility or practice's surgical volume and baseline re-excision rate. The degree to which each of these interventions provides an added cost or cost-savings to healthcare payers can be evaluated by utilizing the Pro-Forma outlined herein with customizable variable inputs.
Collapse
Affiliation(s)
- Richard Gilmore
- Director, Breast Program at Staten Island University Hospital, Chief of Breast Surgery, Western Region, Northwell Health, 256 Mason Ave., Building B, 2nd Fl., Staten Island, NY, 10305, USA
| | - Jennifer Chen
- Director, Breast Program at Staten Island University Hospital, Chief of Breast Surgery, Western Region, Northwell Health, 256 Mason Ave., Building B, 2nd Fl., Staten Island, NY, 10305, USA
| | - Robert Dembinski
- Director, Breast Program at Staten Island University Hospital, Chief of Breast Surgery, Western Region, Northwell Health, 256 Mason Ave., Building B, 2nd Fl., Staten Island, NY, 10305, USA
| | - Yannis Reissis
- Director, Breast Program at Staten Island University Hospital, Chief of Breast Surgery, Western Region, Northwell Health, 256 Mason Ave., Building B, 2nd Fl., Staten Island, NY, 10305, USA
| | - David Milek
- Director, Breast Program at Staten Island University Hospital, Chief of Breast Surgery, Western Region, Northwell Health, 256 Mason Ave., Building B, 2nd Fl., Staten Island, NY, 10305, USA
| | - Lisa Cadena
- Director, Breast Program at Staten Island University Hospital, Chief of Breast Surgery, Western Region, Northwell Health, 256 Mason Ave., Building B, 2nd Fl., Staten Island, NY, 10305, USA
| | - Mehran Habibi
- Director, Breast Program at Staten Island University Hospital, Chief of Breast Surgery, Western Region, Northwell Health, 256 Mason Ave., Building B, 2nd Fl., Staten Island, NY, 10305, USA.
- Department of Surgery, Northwell Health, Zucker School of Medicine, New York, United States.
| |
Collapse
|
5
|
van Loevezijn AA, Geluk CS, van den Berg MJ, van Werkhoven ED, Vrancken Peeters MJTFD, van Duijnhoven FH, Hoornweg MJ. Immediate or delayed oncoplastic surgery after breast conserving surgery at the Netherlands Cancer Institute: a cohort study of 251 cases. Breast Cancer Res Treat 2023; 198:295-307. [PMID: 36690822 DOI: 10.1007/s10549-022-06841-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 12/03/2022] [Indexed: 01/25/2023]
Abstract
PURPOSE Oncoplastic surgery (OPS) after breast conserving surgery is preferably performed during the same operation. Offering delayed OPS instead of mastectomy to patients with a high risk of tumor-positive margins allows breast conservation with the option of margin re-excision during OPS, without having to dismantle the reconstruction. We aimed to evaluate surgical outcomes after immediate and delayed OPS. METHODS We included early-stage breast cancer patients who underwent OPS at the Netherlands Cancer Institute between 2016 and 2019. Patients were selected for delayed OPS after multidisciplinary consultation if the risk of tumor-positive margins with immediate OPS was considered significant (> 30%). Groups were compared on baseline characteristics and short-term surgical outcomes. RESULTS Of 242 patients with 251 OPS, 130 (52%) OPS had neoadjuvant chemotherapy. Immediate OPS was performed in 176 (70%) cases and delayed OPS in 76 (30%). Selection for delayed OPS was associated with tumor size (OR 1.03, 95% CI 1.01-1.04), ILC (OR 2.61, 95% CI 1.10-6.20), DCIS (OR 3.45, 95% CI 1.42-8.34) and bra size (OR 0.76, 95% CI 0.62-0.94). Delayed and immediate OPS differed in tissue weight (54 vs. 67 g, p = 0.034), tissue replacement (51% vs. 26%, p < .001) and tumor-positive margins (66% vs. 18%, p < .001). Re-excision was performed in 48 (63%) delayed OPS and in 11 (6%) immediate OPS. Groups did not differ in complications (21% vs. 18%, p = 0.333). Breast conservation after immediate and delayed OPS was 98% and 93%, respectively. CONCLUSION Performing delayed OPS in selected cases facilitated simultaneous margin re-excision without increasing complications, and resulted in an excellent breast conservation rate.
Collapse
Affiliation(s)
- Ariane A van Loevezijn
- Department of Surgical Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Surgical Oncology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Charissa S Geluk
- Department of Surgical Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Plastic and Reconstructive Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Marieke J van den Berg
- Department of Plastic and Reconstructive Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands
| | - Erik D van Werkhoven
- Department of Biometrics, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - Marie-Jeanne T F D Vrancken Peeters
- Department of Surgical Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands
- Department of Surgical Oncology, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Frederieke H van Duijnhoven
- Department of Surgical Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands
| | - Marije J Hoornweg
- Department of Plastic and Reconstructive Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek, Plesmanlaan 121, 1066 CX, Amsterdam, The Netherlands.
| |
Collapse
|
6
|
Gong P, Chin SL, Allen WM, Ballal H, Anstie JD, Chin L, Ismail HM, Zilkens R, Lakhiani DD, McCarthy M, Fang Q, Firth D, Newman K, Thomas C, Li J, Sanderson RW, Foo KY, Yeomans C, Dessauvagie BF, Latham B, Saunders CM, Kennedy BF. Quantitative Micro-Elastography Enables In Vivo Detection of Residual Cancer in the Surgical Cavity during Breast-Conserving Surgery. Cancer Res 2022; 82:4093-4104. [PMID: 36098983 PMCID: PMC9627129 DOI: 10.1158/0008-5472.can-22-0578] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 05/29/2022] [Accepted: 09/08/2022] [Indexed: 01/07/2023]
Abstract
Breast-conserving surgery (BCS) is commonly used for the treatment of early-stage breast cancer. Following BCS, approximately 20% to 30% of patients require reexcision because postoperative histopathology identifies cancer in the surgical margins of the excised specimen. Quantitative micro-elastography (QME) is an imaging technique that maps microscale tissue stiffness and has demonstrated a high diagnostic accuracy (96%) in detecting cancer in specimens excised during surgery. However, current QME methods, in common with most proposed intraoperative solutions, cannot image cancer directly in the patient, making their translation to clinical use challenging. In this proof-of-concept study, we aimed to determine whether a handheld QME probe, designed to interrogate the surgical cavity, can detect residual cancer directly in the breast cavity in vivo during BCS. In a first-in-human study, 21 BCS patients were scanned in vivo with the QME probe by five surgeons. For validation, protocols were developed to coregister in vivo QME with postoperative histopathology of the resected tissue to assess the capability of QME to identify residual cancer. In four cavity aspects presenting cancer and 21 cavity aspects presenting benign tissue, QME detected elevated stiffness in all four cancer cases, in contrast to low stiffness observed in 19 of the 21 benign cases. The results indicate that in vivo QME can identify residual cancer by directly imaging the surgical cavity, potentially providing a reliable intraoperative solution that can enable more complete cancer excision during BCS. SIGNIFICANCE Optical imaging of microscale tissue stiffness enables the detection of residual breast cancer directly in the surgical cavity during breast-conserving surgery, which could potentially contribute to more complete cancer excision.
Collapse
Affiliation(s)
- Peijun Gong
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia.,Corresponding Author: Peijun Gong, BRITElab, Harry Perkins Institute of Medical Research, Perth 6009, Australia. Phone: 61-8-6488-6774; E-mail:
| | - Synn Lynn Chin
- Breast Centre, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - Wes M. Allen
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia
| | - Helen Ballal
- Breast Centre, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - James D. Anstie
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, 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, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, 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, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, 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, Western Australia, Australia.,Division of Surgery, Medical School, The University of Western Australia, Perth, Western Australia, 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, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, 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, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia
| | - Daniel Firth
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, 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, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia
| | - Caleb Thomas
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia
| | - Jiayue Li
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia.,Australian Research Council Centre for Personalised Therapeutics Technologies, Melbourne, Victoria, Australia
| | - Rowan W. Sanderson
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia
| | - Ken Y. Foo
- BRITElab, Harry Perkins Institute of Medical Research, QEII Medical Centre, Nedlands and Centre for Medical Research, The University of Western Australia, Perth, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia
| | - Chris Yeomans
- PathWest, Fiona Stanley Hospital, Murdoch, Western Australia, Australia
| | - Benjamin F. Dessauvagie
- PathWest, Fiona Stanley Hospital, Murdoch, Western Australia, Australia.,Division of Pathology and Laboratory Medicine, Medical School, The University of Western Australia, Perth, Western Australia, Australia
| | - Bruce Latham
- PathWest, Fiona Stanley Hospital, Murdoch, Western Australia, Australia.,The University of Notre Dame, Fremantle, Western Australia, Australia
| | - Christobel M. Saunders
- Breast Centre, Fiona Stanley Hospital, Murdoch, Western Australia, Australia.,Division of Surgery, Medical School, The University of Western Australia, Perth, Western Australia, Australia.,Breast Clinic, Royal Perth Hospital, Perth, Western Australia, 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, Western Australia, Australia.,Department of Electrical, Electronic and Computer Engineering, School of Engineering, The University of Western Australia, Perth, Western Australia, Australia.,Australian Research Council Centre for Personalised Therapeutics Technologies, Melbourne, Victoria, Australia
| |
Collapse
|
7
|
Interactive exploration of a global clinical network from a large breast cancer cohort. NPJ Digit Med 2022; 5:113. [PMID: 35948579 PMCID: PMC9365762 DOI: 10.1038/s41746-022-00647-0] [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: 02/24/2022] [Accepted: 06/27/2022] [Indexed: 11/08/2022] Open
Abstract
Despite unprecedented amount of information now available in medical records, health data remain underexploited due to their heterogeneity and complexity. Simple charts and hypothesis-driven statistics can no longer apprehend the content of information-rich clinical data. There is, therefore, a clear need for powerful interactive visualization tools enabling medical practitioners to perceive the patterns and insights gained by state-of-the-art machine learning algorithms. Here, we report an interactive graphical interface for use as the front end of a machine learning causal inference server (MIIC), to facilitate the visualization and comprehension by clinicians of relationships between clinically relevant variables. The widespread use of such tools, facilitating the interactive exploration of datasets, is crucial both for data visualization and for the generation of research hypotheses. We demonstrate the utility of the MIIC interactive interface, by exploring the clinical network of a large cohort of breast cancer patients treated with neoadjuvant chemotherapy (NAC). This example highlights, in particular, the direct and indirect links between post-NAC clinical responses and patient survival. The MIIC interactive graphical interface has the potential to help clinicians identify actionable nodes and edges in clinical networks, thereby ultimately improving the patient care pathway.
Collapse
|
8
|
Thill M, Szwarcfiter I, Kelling K, van Haasteren V, Kolka E, Noelke J, Peles Z, Papa M, Aulmann S, Allweis T. Magnetic resonance imaging system for intraoperative margin assessment for DCIS and invasive breast cancer using the ClearSight™ system in breast-conserving surgery-Results from a postmarketing study. J Surg Oncol 2022; 125:361-368. [PMID: 34724205 PMCID: PMC9298117 DOI: 10.1002/jso.26721] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 10/04/2021] [Accepted: 10/09/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND OBJECTIVES Breast-conserving surgery (BCS) is followed by reoperations in approximately 25%. Reoperations lead to an increased risk of infection and wound healing problems as well as a worse cosmetic outcome. Several technical approaches for an intraoperative margin assessment to decrease the reoperation rate are under evaluation, some of them are still experimental. METHODS A prospective single-arm post-marketing study with 60 patients undergoing BCS for ductal carcinoma in situ (DCIS) and invasive breast cancer was conducted. The specimen was intraoperatively examined by the ClearSight™ system, a mobile magnetic resonance imaging system that is based on a diffusion-weighted imaging protocol. However, the results were blinded to the surgeon. RESULTS The ClearSight™ system was performed for both ductal and lobular breast cancer and DCIS, with a sensitivity of 0.80 (95% confidence interval [CI]: 0.44-0.96) and a specificity of 0.84 (95% CI 0.72-0.92), with an overall diagnostic accuracy of 80%. CONCLUSION Had the ClearSight™ been known to the surgeon intraoperatively, the reoperation rate would have been reduced by 83% for invasive carcinoma, from 10% to 2%, and 50% for DCIS, from 30% to 15% reoperations. A trial designed to examine the impact on reoperation rates is currently ongoing.
Collapse
Affiliation(s)
- Marc Thill
- Department of Gynecology and Gynecological OncologyAgaplesion Markus KrankenhausFrankfurtGermany
| | | | - Katharina Kelling
- Department of Gynecology and Gynecological OncologyAgaplesion Markus KrankenhausFrankfurtGermany
| | - Viviane van Haasteren
- Department of Gynecology and Gynecological OncologyAgaplesion Markus KrankenhausFrankfurtGermany
| | | | - Josefa Noelke
- Department of Gynecology and Gynecological OncologyAgaplesion Markus KrankenhausFrankfurtGermany
| | | | - Moshe Papa
- General Surgery UnitAssuta Medical CenterTel‐AvivIsrael,Sackler School of MedicineTel Aviv UniversityTel AvivIsrael
| | | | - Tanir Allweis
- Medical Director, Breast Health CenterKaplan Medical CenteRehovotIsrael,Faculty of MedicineHebrew UniversityJerusalemIsrael
| |
Collapse
|
9
|
Ringel MJ, Richey WL, Heiselman J, Luo M, Meszoely IM, Miga MI. Breast image registration for surgery: Insights on material mechanics modeling. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2022; 12034:1203411. [PMID: 35607388 PMCID: PMC9124453 DOI: 10.1117/12.2611787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Breast conserving surgery (BCS) is a common procedure for early-stage breast cancer patients. Supine preoperative magnetic resonance (MR) breast imaging for visualizing tumor location and extent, while not standard for procedural guidance, more closely represents the surgical presentation compared to conventional diagnostic pendant positioning. Optimal utilization for surgical guidance, however, requires a fast and accurate image-to-physical registration from preoperative imaging to intraoperative surgical presentation. In this study, three registration methods were investigated on healthy volunteers' breasts (n=11) with the arm-down position simulating preoperative imaging and arm-up position simulating intraoperative data. The registration methods included: (1) point-based rigid registration using synthetic fiducials, (2) non-rigid biomechanical model-based registration using sparse data, and (3) a data-dense 3D diffeomorphic image-based registration from the Advanced Normalization Tools (ANTs) repository. The average target registration errors (TRE) were 10.4 ± 2.3, 6.4 ± 1.5, and 2.8 ± 1.3 mm (mean ± standard deviation) and the average fiducial registration errors (FRE) were 7.8 ± 1.7, 2.5 ± 1.1, and 3.1 ± 1.1 mm (mean ± standard deviation) for the point-based rigid, nonrigid biomechanical, and ANTs registrations, respectively. Additionally, common mechanics-based deformation metrics (volume change and anisotropy) were calculated from the ANTs deformation field. The average metrics revealed anisotropic tissue behavior and a statistical difference in volume change between glandular and adipose tissue, suggesting that nonrigid modeling methods may be improved by incorporating material heterogeneity and anisotropy. Overall, registration accuracy significantly improved with increasingly flexible registration methods, which may inform future development of image guidance systems for lumpectomy procedures.
Collapse
Affiliation(s)
- Morgan J Ringel
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
- Vanderbilt Institute for Surgery and Engineering, Nashville, TN USA
| | - Winona L Richey
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
- Vanderbilt Institute for Surgery and Engineering, Nashville, TN USA
| | - Jon Heiselman
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
- Vanderbilt Institute for Surgery and Engineering, Nashville, TN USA
| | - Ma Luo
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
- Vanderbilt Institute for Surgery and Engineering, Nashville, TN USA
| | - Ingrid M Meszoely
- Vanderbilt University Medical Center, Division of Surgical Oncology, Nashville, TN USA
| | - Michael I Miga
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
- Vanderbilt University Department of Radiology and Radiological Sciences, Nashville, TN USA
- Vanderbilt Institute for Surgery and Engineering, Nashville, TN USA
- Vanderbilt University Medical Center, Department of Neurological Surgery, Nashville, TN USA
- Vanderbilt University Medical Center, Department of Otolaryngology-Head and Neck Surgery, Nashville, TN USA
| |
Collapse
|
10
|
Meyer VM, Benjamens S, Moumni ME, Lange JFM, Pol RA. Global Overview of Response Rates in Patient and Health Care Professional Surveys in Surgery. Ann Surg 2022; 275:e75-e81. [DOI: https:/doi.org/10.1097/sla.0000000000004078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
|
11
|
Yang RQ, Chen M, Zhang Q, Gao YY, Lou KL, Lin TT, Huang WH, Zeng YZ, Zhang YQ, Dang YY, Ren L, Zhang GJ. Development and Preclinical Evaluation of a Near-Infrared Fluorescence Probe Based on Tailored Hepatitis B Core Particles for Imaging-Guided Surgery in Breast Cancer. Int J Nanomedicine 2022; 17:1343-1360. [PMID: 35345784 PMCID: PMC8957402 DOI: 10.2147/ijn.s343479] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Accepted: 01/11/2022] [Indexed: 02/05/2023] Open
Abstract
PURPOSE Tumor-free surgical margin is crucial but challenging in breast-conserving surgery (BCS). Fluorescence imaging is a promising strategy for surgical navigation that can reliably assist the surgeon with visualization Of the tumor in real-time. Notably, finding an optimized fluorescent probe has been a challenging research topic. Herein, we developed a novel near-infrared (NIR) fluorescent probe based on tailored Hepatitis B Core virus-like protein (HBc VLP) and presented the preclinical imaging-guided surgery. METHODS The RGD-HBc160 VLP was synthesized by genetic engineering followed encapsulation of ICG via disassembly-reassembly. The applicability of the probe was tested for cell and tissue binding capacities through cell-based plate assays, xenograft mice model, and MMTV-PyVT mammary tumor transgenic mice. Subsequently, the efficacy of RGD-HBc160/ICG-guided surgery was evaluated in an infiltrative tumor-bearing mouse model. The protein-induced body's immune response was further assessed. RESULTS The prepared RGD-HBc160/ICG showed outstanding integrin αvβ3 targeting ability in vitro and in vivo. After intravenous administration of probe, the fluorescence guidance facilitated more complete tumor resection and improved overall survival Of the infiltrative tumor-bearing mice. The probe also showed the excellent capability to differentiate between benign and malignant breast tissues in the mammary tumor transgenic mice. Interestingly, the ingenious tailoring of HBc VLP could not only endow its tumor-targeting ability towards integrin αvβ3 but also significantly reduce the humoral and cellular immune response. CONCLUSION The RGD-HBc160/ICG holds promise as an effective tool to delineate tumor margin. These results have translational potential to achieve margin-negative resection and improve the stratification of patients for a potentially curative.
Collapse
Affiliation(s)
- Rui-Qin Yang
- Cancer Center & Department of Breast and Thyroid Surgery, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
- Clinical Central Research Core, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Min Chen
- Clinical Central Research Core, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Qiang Zhang
- State Key Lab of Physical Chemistry of Solid Surface, College of Materials, Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Yi-Yang Gao
- Cancer Center & Department of Breast and Thyroid Surgery, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
- Clinical Central Research Core, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Kang-Liang Lou
- Cancer Center & Department of Breast and Thyroid Surgery, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
- Clinical Central Research Core, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Tong-Tong Lin
- State Key Lab of Physical Chemistry of Solid Surface, College of Materials, Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Wen-He Huang
- Cancer Center & Department of Breast and Thyroid Surgery, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Yun-Zhu Zeng
- The Pathology department, Cancer Hospital, Shantou University Medical College, Shantou, Guangdong, People’s Republic of China
| | - Yong-Qu Zhang
- Cancer Center & Department of Breast and Thyroid Surgery, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
- Clinical Central Research Core, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Yong-Ying Dang
- Cancer Center & Department of Breast and Thyroid Surgery, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
- Clinical Central Research Core, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Lei Ren
- State Key Lab of Physical Chemistry of Solid Surface, College of Materials, Xiamen University, Xiamen, Fujian, People’s Republic of China
| | - Guo-Jun Zhang
- Cancer Center & Department of Breast and Thyroid Surgery, Xiang’an Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Key Laboratory for Endocrine-Related Cancer Precision Medicine of Xiamen, Xiang’an Hospital of Xiamen University, Xiamen, Fujian, People’s Republic of China
- Cancer Research Center, School of Medicine, Xiamen University, Xiamen, Fujian, People’s Republic of China
- Correspondence: Guo-Jun Zhang, Tel +86-592-2889988, Fax +86-592-2889202, Email
| |
Collapse
|
12
|
Meyer VM, Benjamens S, Moumni ME, Lange JFM, Pol RA. Global Overview of Response Rates in Patient and Health Care Professional Surveys in Surgery: A Systematic Review. Ann Surg 2022; 275:e75-e81. [PMID: 32649458 PMCID: PMC8683255 DOI: 10.1097/sla.0000000000004078] [Citation(s) in RCA: 146] [Impact Index Per Article: 73.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
OBJECTIVE Identify key demographic factors and modes of follow-up in surgical survey response. SUMMARY BACKGROUND DATA Surveys are widely used in surgery to assess patient and procedural outcomes, but response rates vary widely which compromises study quality. Currently there is no consensus as to what the average response rate is and which factors are associated with higher response rates. METHODS The National Library of Medicine (MEDLINE/PubMed) was systematically searched from Januray 1, 2007 until February 1, 2020 using the following strategy: (((questionnaire) OR survey) AND "response rate") AND (surgery OR surgical). Original survey studies from surgical(-related) fields reporting on response rate were included. Through one-way analysis of variance we present mean response rate per survey mode over time, number of additional contacts, country of origin, and type of interviewee. RESULTS The average response is 70% over 811 studies in patients and 53% over 1746 doctor surveys. In-person surveys yield an average 76% response rate, followed by postal (65%) and online (46% web-based vs 51% email) surveys. Patients respond significantly more often than doctors to surveys by mail (P < 0.001), email (P = 0.003), web-based surveys (P < 0.001) and mixed mode surveys (P = 0.006). Additional contacts significantly improve response rate in email (P = 0.26) and web-based (P = 0.041) surveys in doctors. A wide variation in response rates was identified between countries. CONCLUSIONS Every survey is unique, but the main commonality between studies is response rate. Response rates appear to be highly dependent on type of survey, follow-up, geography, and interviewee type.
Collapse
Affiliation(s)
| | - Stan Benjamens
- Department of Surgery, University Medical Centre Groningen, University of Groningen, The Netherlands
| | - Mostafa El Moumni
- Department of Surgery, University Medical Centre Groningen, University of Groningen, The Netherlands
| | - Johan F M Lange
- Department of Surgery, University Medical Centre Groningen, University of Groningen, The Netherlands
| | - Robert A Pol
- Department of Surgery, University Medical Centre Groningen, University of Groningen, The Netherlands
| |
Collapse
|
13
|
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: 1.3] [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.
Collapse
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
| |
Collapse
|
14
|
Akrami M, Hosseinpour H, Ghoddusi Johari M, Shariat M, Zangouri V, Tahmasebi S, Keumarsi Z, Hosseinpour A, Talei A. Occurrence of residual disease in specimens of re-excision surgery in patients with positive margins of primary quadrantectomy. Breast J 2021; 27:797-803. [PMID: 34402559 DOI: 10.1111/tbj.14281] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 08/03/2021] [Accepted: 08/04/2021] [Indexed: 11/26/2022]
Abstract
Performing a re-intervention following a positive margin after primary lumpectomy in patients with breast cancer entails several disadvantages such as additional costs and postponing the follow-up treatments. In the present study, we sought to measure the incidence rate of residual disease in specimens taken from breast cancer patients who had positive margins after quadrantectomy and also compare the clinical and pathological factors between patients with and without a residual disease after the secondary surgery. All of the medical records of patients undergoing quadrantectomy from December 1994 to December 2019 were collected from Shiraz Breast Cancer Registry (SBCR). Patients were divided into two subgroups of patients with and without residual disease from the secondary surgery and also with and without positive margin from the first operation. Two groups were compared in terms of all clinicopathological factors. The records of 4843 patients undergoing quadrantectomy were reviewed, of which 132 (2.3%) had involved margins. Of these, 112 patients underwent a secondary surgery and 28 had residual disease (25%). No clinicopathological factor was correlated with presence of residual cancer. Also, bigger tumor size (p < 0.001) and the presence of in situ component (p < 0.001) were associated with positive margin and hence the need for a re-excision surgery. These results revealed that the significant rate of residual disease in the specimens of the secondary surgery indicates that a re-operation (either re-excision or simple mastectomy) cannot be omitted after obtaining a positive margin from the primary quadrantectomy.
Collapse
Affiliation(s)
- Majid Akrami
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | | | - Mehdi Shariat
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Vahid Zangouri
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Sedigheh Tahmasebi
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zahra Keumarsi
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Alireza Hosseinpour
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Abdolrasoul Talei
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| |
Collapse
|
15
|
House BJ, Kwon MJ, Schaefer JM, Barth CW, Solanki A, Davis SC, Gibbs SL. Clinically relevant dual probe difference specimen imaging (DDSI) protocol for freshly resected breast cancer specimen staining. BMC Cancer 2021; 21:440. [PMID: 33882909 PMCID: PMC8059239 DOI: 10.1186/s12885-021-08179-8] [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: 01/11/2021] [Accepted: 04/05/2021] [Indexed: 11/12/2022] Open
Abstract
Background Re-excision rates following breast conserving surgery (BCS) remain as high as ~ 35%, with positive margins detected during follow-up histopathology. Additional breast cancer resection surgery is not only taxing on the patient and health care system, but also delays adjuvant therapies, increasing morbidity and reducing the likelihood of a positive outcome. The ability to precisely resect and visualize tumor margins in real time within the surgical theater would greatly benefit patients, surgeons and the health care system. Current tumor margin assessment technologies utilized during BCS involve relatively lengthy and labor-intensive protocols, which impede the surgical work flow. Methods In previous work, we have developed and validated a fluorescence imaging method termed dual probe difference specimen imaging (DDSI) to accurately detect benign and malignant tissue with direct correlation to the targeted biomarker expression levels intraoperatively. The DDSI method is currently on par with touch prep cytology in execution time (~ 15-min). In this study, the main goal was to shorten the DDSI protocol by decreasing tissue blocking and washing times to optimize the DDSI protocol to < 10-min whilst maintaining robust benign and malignant tissue differentiation. Results We evaluated the utility of the shortened DDSI staining methodology using xenografts grown from cell lines with varied epidermal growth factor receptor (EGFR) expression levels, comparing accuracy through receiver operator characteristic (ROC) curve analyses across varied tissue blocking and washing times. An optimized 8-min DDSI methodology was developed for future clinical translation. Conclusions Successful completion of this work resulted in substantial shortening of the DDSI methodology for use in the operating room, that provided robust, highly receptor specific, sensitive diagnostic capabilities between benign and malignant tissues.
Collapse
Affiliation(s)
- Broderick J House
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Marcus J Kwon
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Jasmin M Schaefer
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Connor W Barth
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Allison Solanki
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA
| | - Scott C Davis
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755, USA
| | - Summer L Gibbs
- Biomedical Engineering Department, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA. .,Knight Cancer Institute, Oregon Health & Science University, 2730 S Moody Ave, Mail Code: CL3SG, Portland, OR, 97201, USA.
| |
Collapse
|
16
|
Sarre-Lazcano C, Clemente-Gutiérrez U, Pastor-Sifuentes FU, Medina-Franco H. Risk Factors Associated to Residual Tumor in Re-excision for Positive Margins in Breast Conservative Surgery. Am Surg 2021; 88:2368-2373. [PMID: 33866862 DOI: 10.1177/00031348211011097] [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: 11/15/2022]
Abstract
BACKGROUND Breast conservative surgery (BCS) is an adequate treatment for patients with early breast cancer. Local recurrence is associated with diverse factors. Our objective was to evaluate risk factors associated with finding residual tumor in patients with positive margins in BCS. METHODS Observational retrospective study, including patients diagnosed with breast cancer undergoing BCS between 2000 and 2016. Clinicopathological and treatment variables were collected. Main outcome was the finding of residual tumor on re-excision. Positive margins were defined as tumor present on ink. RESULTS Three hundred and six patients underwent BCS. Mean age was 57 ± 12.2 years. Positive margins were found in 84 (27.4%) patients, 15 (4.9%) had unknown margin status, and 207 (67.6%) had negative margins. Seventy-eight patients from the positive margin group and 23 patients from the unknown/negative margin group were reintervened. Residual tumor was present in 41% of patients with positive margins and in 45% of patients with negative margins (P = .192). In univariate analysis, overweight (P = .04) and positive axillary lymph nodes (P = .02) were associated with residual tumor on re-excision. In multivariate analysis, postmenopausal status was a protective factor (HR .047, P = .30). Mean follow-up was 58.4 months and mean local recurrence-free survival (LRFS) was 56.4 months (.1-203.2), with no difference regarding margin status or residual tumor. DISCUSSION Postmenopausal status was associated with a decreased rate of residual tumor in patients with positive margins. The presence of residual tumor on re-excision was not associated with a lower LRFS. These factors must be considered when positive margins are present in BCS.
Collapse
Affiliation(s)
- Catherine Sarre-Lazcano
- Department of Surgery, 42559Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Uriel Clemente-Gutiérrez
- Department of Surgery, 42559Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Francisco U Pastor-Sifuentes
- Department of Surgery, 42559Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Heriberto Medina-Franco
- Department of Surgery, 42559Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| |
Collapse
|
17
|
Xu H, Zhao Y, Gao X, Wang F, Gu Y. An innovative fluorescent probe targeting IGF1R for breast cancer diagnosis. Eur J Med Chem 2021; 219:113440. [PMID: 33892274 DOI: 10.1016/j.ejmech.2021.113440] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 03/16/2021] [Accepted: 03/30/2021] [Indexed: 12/24/2022]
Abstract
Breast cancer is the most dangerous, among all malignant tumors that threaten women's lives and health. Surgical resection can effectively prolong the survival time of patients with early breast cancer. Insulin-like growth factor type 1 receptor (IGF1R) is a member of the large family of receptor tyrosine kinases, and it's significantly overexpressed in breast cancer cells, which make them ideal biomarkers for the diagnosis and surgery navigation of breast cancer. Herein, we developed a series of IGF1R-targeted probes (YQ-L) for fluorescent imaging in breast cancer based on the strategy of drug repositioning. YQ-L exhibited specific IGF1R binding both in vitro and in vivo, especially probe 5d exhibited higher tumor uptake with a high tumor/normal ratio in the MCF-7 tumor bearing mouse. The maximum T/N ratio of probe 5d was 4.9, which was about 3 times that of indocyanine green (ICG). Meanwhile, probe 5d displayed more favorable in vivo pharmacokinetic properties than that of ICG with less hepatic and intestinal uptake. Convenient preparation, excellent IGF1R specificity in breast cancer, rapid clearance from normal organs and good biosafety profiles of probe 5d warrant further investigations for clinical translation in detection and surgery navigation of breast cancer.
Collapse
Affiliation(s)
- Haoran Xu
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane Gulou District, Nanjing, 211198, China
| | - Yue Zhao
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane Gulou District, Nanjing, 211198, China
| | - Xin Gao
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane Gulou District, Nanjing, 211198, China
| | - Fang Wang
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane Gulou District, Nanjing, 211198, China
| | - Yueqing Gu
- State Key Laboratory of Natural Medicine, Department of Biomedical Engineering, School of Engineering, China Pharmaceutical University, No. 24 Tongjia Lane Gulou District, Nanjing, 211198, China.
| |
Collapse
|
18
|
Vartholomatos G, Ηarissis Η, Andreou M, Tatsi V, Pappa L, Kamina S, Βatistatou A, Markopoulos GS, Alexiou GA. Rapid Assessment of Resection Margins During Breast Conserving Surgery Using Intraoperative Flow Cytometry. Clin Breast Cancer 2021; 21:e602-e610. [PMID: 33820744 DOI: 10.1016/j.clbc.2021.03.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 02/28/2021] [Accepted: 03/03/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Positive margins are the most important factor for recurrence of the disease after breast-conserving surgery. Several methods have been developed throughout the years to evaluate the margin status during surgery in an attempt to assist the surgeon in excising the whole tumor at once, a goal that has not yet been accomplished. PATIENTS AND METHODS In our study, we compared intraoperative flow cytometry (iFC) with cytology and pathology in order to evaluate 606 samples of margins and tumors corresponding to 99 patients with invasive ductal carcinoma of no special type and invasive lobular carcinoma obtained from breast-conserving surgeries. RESULTS Using the pathology as the gold standard, flow cytometry had 93.3% sensitivity, 92.4% specificity, and 92.5% accuracy. Cytology had 82.3% sensitivity, 94.6% specificity, and 94.2% accuracy. CONCLUSIONS Our data support the suggestion that iFC is a novel, reliable technique that allows rapid evaluation of the excision margins of lumpectomies, thus improving the precision of breast-conserving surgery. Among the advantages of iFC are that it does not rely on the expertise of a pathologist or cytologist, it is low cost, and it has no additional psychological effect on patients, because no re-operation is needed.
Collapse
Affiliation(s)
- George Vartholomatos
- Haematology Laboratory-Unit of Molecular Biology, University Hospital of Ioannina, Ioannina, Greece; Neurosurgical Institute, University of Ioannina School of Medicine, Ioannina, Greece
| | | | - Maria Andreou
- Haematology Laboratory-Unit of Molecular Biology, University Hospital of Ioannina, Ioannina, Greece
| | | | - Lamprini Pappa
- Department of Cytology, University Hospital of Ioannina, Ioannina, Greece
| | - Sevasti Kamina
- Department of Pathology, University Hospital of Ioannina, Ioannina, Greece
| | - Anna Βatistatou
- Department of Pathology, University Hospital of Ioannina, Ioannina, Greece
| | | | - George A Alexiou
- Neurosurgical Institute, University of Ioannina School of Medicine, Ioannina, Greece; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.
| |
Collapse
|
19
|
Assessment of breast cancer surgical margins with multimodal optical microscopy: A feasibility clinical study. PLoS One 2021; 16:e0245334. [PMID: 33571221 PMCID: PMC7877783 DOI: 10.1371/journal.pone.0245334] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 12/28/2020] [Indexed: 11/18/2022] Open
Abstract
Providing surgical margin information during breast cancer surgery is crucial for the success of the procedure. The margin is defined as the distance from the tumor to the cut surface of the resection specimen. The consensus among surgeons and radiation oncologists is that there should be no tumor left within 1 to maximum 2 mm from the surface of the surgical specimen. If a positive margin remains, there is substantial risk for tumor recurrence, which may also result in potentially reduced cosmesis and eventual need for mastectomy. In this paper we report a novel multimodal optical imaging instrument based on combined high-resolution confocal microscopy-optical coherence tomography imaging for assessing the presence of potential positive margins on surgical specimens. Since rapid specimen analysis is critical during surgery, this instrument also includes a fluorescence imaging channel to enable rapid identification of the areas of the specimen that have potential positive margins. This is possible by specimen incubation with a cancer specific agent prior to imaging. In this study we used a quenched contrast agent, which is activated by cancer specific enzymes, such as urokinase plasminogen activators (uPA). Using this agent or a similar one, one may limit the use of high-resolution optical imaging to only fluorescence-highlighted areas for visualizing tissue morphology at the sub-cellular scale and confirming or ruling out cancer presence. Preliminary evaluation of this technology was performed on 20 surgical specimens and testing of the optical imaging findings was performed against histopathology. The combination of the three imaging modes allowed for high correlation between optical image analysis and histological ground-truth. The initial results are encouraging, showing instrument capability to assess margins on clinical specimens with a positive predictive value of 1.0 and a negative predictive value of 0.83.
Collapse
|
20
|
Lizio MG, Liao Z, Shipp DW, Boitor R, Mihai R, Sharp JS, Russell M, Khout H, Rakha EA, Notingher I. Combined total internal reflection AF spectral-imaging and Raman spectroscopy for fast assessment of surgical margins during breast cancer surgery. BIOMEDICAL OPTICS EXPRESS 2021; 12:940-954. [PMID: 33680551 PMCID: PMC7901337 DOI: 10.1364/boe.411648] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 11/29/2020] [Accepted: 11/29/2020] [Indexed: 06/12/2023]
Abstract
The standard treatment for breast cancer is surgical removal mainly through breast-conserving surgery (BCS). We developed a new technique based on auto-fluorescence (AF) spectral imaging and Raman spectroscopy for fast intraoperative assessment of excision margins in BCS. A new wide-field AF imaging unit based on total internal reflection (TIR) was combined with a Raman spectroscopy microscope equipped with a 785 nm laser. The wavelength of the AF excitation was optimized to 365 nm in order to maximize the discrimination of adipose tissue. This approach allows for the non-adipose regions of tissue, which are at a higher risk of containing a tumor, to be targeted more efficiently by the Raman spectroscopy measurements. The integrated TIR-AF-Raman was tested on small tissue samples as well as fresh wide local excisions, delivering the analysis of the entire cruciate surface of BCS specimens (5.1 × 7.6 cm2) in less than 45 minutes and also providing information regarding the location of the tumor in the specimen. Full automation of the instrument and selection of a faster translation stage would allow for the measurement of BCS specimens within an intraoperative time scale (20 minutes). This study demonstrates that the TIR-AF Raman microscope represents a feasible step towards the development of a technique for intraoperative assessment of large WLE within intraoperative timescales.
Collapse
Affiliation(s)
- Maria Giovanna Lizio
- School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
| | - Zhiyu Liao
- School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
| | - Dustin W. Shipp
- School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
| | - Radu Boitor
- School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
| | - Raluca Mihai
- Division of Oncology, School of Medicine, University of Nottingham, Nottingham, NG5 1PB, UK
| | - James S. Sharp
- School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
| | - Matthew Russell
- Department of Cellular Pathology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Hazem Khout
- Nottingham Breast Institute, Nottingham University Hospitals NHS Trust, Nottingham, NG5 1PB, UK
| | - Emad A. Rakha
- Division of Oncology, School of Medicine, University of Nottingham, Nottingham, NG5 1PB, UK
| | - Ioan Notingher
- School of Physics and Astronomy, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
| |
Collapse
|
21
|
Sarin R, Somsekhar SP, Kumar R, Pawan G, Sumeet J, Pramoj J, Vaishali Z, Firoz P, Parikh PM, Aggarwal S, Koul R. Practical consensus recommendations for tumor margins and breast conservative surgery. South Asian J Cancer 2020; 7:72-78. [PMID: 29721467 PMCID: PMC5909299 DOI: 10.4103/sajc.sajc_105_18] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
My suggestion: There is no difference in survival of breast cancer patients treated with either mastectomy or with breast conservation therapy combined with external beam radiotherapy. A positive margin (s) is an important factor contributing to the increased risk of local recurrence. However, in published literature, there is a lack of consensus on the definition of acceptable margin (s). As a result decision process about need for re-excision after positive margins remains uncrear.
Collapse
Affiliation(s)
- R Sarin
- Department of Surgical Oncology, Apollo Indraprastha Hospital, New Delhi, India
| | - S P Somsekhar
- Department of Surgical Oncology, Manipal Hospital, Bengaluru, Karnataka, India
| | - R Kumar
- Department of Surgical Oncology, Rajiv Gandhi Cancer Hospital, New Delhi, India
| | - Gupta Pawan
- Department of Surgical Oncology, Jaypee Hospital, Noida, Uttar Pradesh, India
| | - Jain Sumeet
- Department of Surgical Oncology, Fortis Hospital, Mohali, Punjab, India
| | - Jindal Pramoj
- Department of Surgery, Sir Ganga Ram Hospital, New Delhi, India
| | - Zamre Vaishali
- Department of Surgical Oncology, Max Hospital, New Delhi, India
| | - Pasha Firoz
- Department of Surgical Oncology, Apollo Indraprastha Hospital, New Delhi, India
| | - P M Parikh
- Department of Oncology, Shalby Cancer and Research Institute, Mumbai, Maharashtra, India
| | - S Aggarwal
- Department of Medical Oncology, Sir Ganga Ram Hospital, New Delhi, India
| | - R Koul
- Department of Surgical Oncology, Sir Ganga Ram Hospital, New Delhi, India
| |
Collapse
|
22
|
Koya SK, Brusatori M, Yurgelevic S, Huang C, Werner CW, Kast RE, Shanley J, Sherman M, Honn KV, Maddipati KR, Auner GW. Accurate identification of breast cancer margins in microenvironments of ex-vivo basal and luminal breast cancer tissues using Raman spectroscopy. Prostaglandins Other Lipid Mediat 2020; 151:106475. [PMID: 32711127 DOI: 10.1016/j.prostaglandins.2020.106475] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 07/06/2020] [Accepted: 07/16/2020] [Indexed: 11/23/2022]
Abstract
Better knowledge of the breast tumor microenvironment is required for surgical resection and understanding the processes of tumor development. Raman spectroscopy is a promising tool that can assist in uncovering the molecular basis of disease and provide quantifiable molecular information for diagnosis and treatment evaluation. In this work, eighty-eight frozen breast tissue sections, including forty-four normal and forty-four tumor sections, were mapped in their entirety using a 250-μm-square measurement grid. Two or more smaller regions of interest within each tissue were additionally mapped using a 25 μm-square step size. A deep learning algorithm, convolutional neural network (CNN), was developed to distinguish histopathologic features with-in individual and across multiple tissue sections. Cancerous breast tissue were discriminated from normal breast tissue with 90 % accuracy, 88.8 % sensitivity and 90.8 % specificity with an excellent Area Under the Receiver Operator Curve (AUROC) of 0.96. Features that contributed significantly to the model were identified and used to generate RGB images of the tissue sections. For each grid point (pixel) on a Raman map, color was assigned to intensities at frequencies of 1002 cm-1 (Phenylalanine), 869 cm-1 (Proline, CC stretching of hydroxyproline-collagen assignment, single bond stretching vibrations for the amino acids proline, valine and polysaccharides) and 1309 cm-1 (CH3/CH2 twisting or bending mode of lipids). The Raman images clearly associate with hematoxylin and eosin stained tissue sections and allow clear visualization of boundaries between normal adipose, connective tissue and tumor. We demonstrated that this simple imaging technique allows high-resolution, straightforward molecular interpretation of Raman images. Raman spectroscopy provides rapid, label-free imaging of microscopic features with high accuracy. This method has application as laboratory tool and can assist with intraoperative tissue assessment during Breast Conserving surgery.
Collapse
Affiliation(s)
- S Kiran Koya
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.
| | - Michelle Brusatori
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA; Department of Biomedical Engineering, Wayne State University, Detroit, MI, 48201, USA.
| | - Sally Yurgelevic
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.
| | - Changhe Huang
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.
| | - Cameron W Werner
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.
| | - Rachel E Kast
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.
| | - John Shanley
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA.
| | - Mark Sherman
- Division of Cancer Prevention, National Cancer Institute, 9609, Medical Center Drive, Bethesda, MD, 20892, USA
| | - Kenneth V Honn
- Department of Pathology, Oncology and Chemistry, Wayne State University, Detroit, MI, 48202, USA.
| | - Krishna Rao Maddipati
- Department of Pathology, Oncology and Chemistry, Wayne State University, Detroit, MI, 48202, USA.
| | - Gregory W Auner
- Smart Sensors and Integrated Microsystems, Michael & Marian Ilitch Department of Surgery, School of Medicine, Wayne State University, Detroit, MI, 48201, USA; Department of Biomedical Engineering, Wayne State University, Detroit, MI, 48201, USA.
| |
Collapse
|
23
|
Gerolami J, Wu V, Fauerbach PN, Jabs D, Engel CJ, Rudan J, Merchant S, Walker R, Anas EMA, Abolmaesumi P, Fichtinger G, Ungi T, Mousavi P. An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:2003-2006. [PMID: 33018396 DOI: 10.1109/embc44109.2020.9176505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Breast-conserving surgery, also known as lumpectomy, is an early stage breast cancer treatment that aims to spare as much healthy breast tissue as possible. A risk associated with lumpectomy is the presence of cancer positive margins post operation. Surgical navigation has been shown to reduce cancer positive margins but requires manual segmentation of the tumor intraoperatively. In this paper, we propose an end-to-end solution for automatic contouring of breast tumor from intraoperative ultrasound images using two convolutional neural network architectures, the U-Net and residual U-Net. The networks are trained on annotated intraoperative breast ultrasound images and evaluated on the quality of predicted segmentations. This work brings us one step closer to providing surgeons with an automated surgical navigation system that helps reduce cancer-positive margins during lumpectomy.
Collapse
|
24
|
Göker M, Marcinkowski R, Van Bockstal M, Keereman V, Van Holen R, Van Dorpe J, Vandenberghe S, Brans B, Depypere H, Van den Broecke R. 18F-FDG micro-PET/CT for intra-operative margin assessment during breast-conserving surgery. Acta Chir Belg 2020; 120:366-374. [PMID: 32452298 DOI: 10.1080/00015458.2020.1774163] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Rationale: Positive surgical margins for invasive breast cancer (BC) treated with breast-conserving surgery (BCS) are defined as ink on tumor. The rate of positive margins is approximately 20%, since a time- and cost-effective method for margin assessment is lacking. In this study, we investigated margin status by intra-operative imaging using high-resolution 18 F-fluoro-deoxyglucose (FDG) positron emission tomography (PET) and X-ray computed tomography (CT).Methods: Twenty patients were enrolled and received 4 MBq/kg of FDG prior to surgery. Intra-operative imaging of the specimens was performed by the MOLECUBES β-CUBE (PET) and X-CUBE (CT). Margin status was assessed by three surgeons and compared with an algorithm. The sensitivity and specificity were calculated by using histopathological assessment as a gold standard.Results: A region with high FDG uptake was visualized in all specimens. Automated analysis showed a sensitivity of 90%, a specificity of 60%, and an area under the curve (AUC) of 0.86 after ROC analysis. Margin assessment by the surgeons resulted in a mean sensitivity and specificity of 79% and 72%, respectively.Conclusions: This proof-of-concept study demonstrates that high-resolution FDG-PET/CT can facilitate intra-operative margin assessment during BCS. This technique achieves good sensitivity and specificity and may therefore reduce re-operation rates in the future.
Collapse
Affiliation(s)
- Menekse Göker
- Department of Gynecology, Ghent University Hospital, Ghent, Belgium
| | | | - Mieke Van Bockstal
- Department of Pathological Anatomy, Ghent University Hospital, Ghent, Belgium
- Department of Pathology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Vincent Keereman
- MOLECUBES NV, MeetDistrict – Ghelamco Arena, Ghent, Belgium
- Department of Electronics and Information Systems, MEDISIP, Ghent University, Ghent, Belgium
| | - Roel Van Holen
- MOLECUBES NV, MeetDistrict – Ghelamco Arena, Ghent, Belgium
- Department of Electronics and Information Systems, MEDISIP, Ghent University, Ghent, Belgium
| | - Jo Van Dorpe
- Department of Pathological Anatomy, Ghent University Hospital, Ghent, Belgium
| | - Stefaan Vandenberghe
- Department of Electronics and Information Systems, MEDISIP, Ghent University, Ghent, Belgium
| | - Boudewijn Brans
- Department of Nuclear Medicine, Ghent University Hospital, Ghent, Belgium
| | - Herman Depypere
- Department of Gynecology, Ghent University Hospital, Ghent, Belgium
| | | |
Collapse
|
25
|
Moloney BM, McAnena PF, Ryan ÉJ, Beirn EO, Waldron RM, Connell AO, Walsh S, Ennis R, Glynn C, Lowery AJ, McCarthy PA, Kerin MJ. The Impact of Preoperative Breast Magnetic Resonance Imaging on Surgical Management in Symptomatic Patients With Invasive Lobular Carcinoma. BREAST CANCER-BASIC AND CLINICAL RESEARCH 2020; 14:1178223420948477. [PMID: 32863709 PMCID: PMC7430084 DOI: 10.1177/1178223420948477] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 07/14/2020] [Indexed: 01/28/2023]
Abstract
Objective Due to an insidious proliferative pattern, invasive lobular breast cancer (ILC) often fails to form a defined radiological or palpable lesion and accurate diagnosis remains challenging. This study aimed to determine the value of preoperative magnetic resonance imaging (MRI) for ILC and its impact on surgical outcomes. Methods Consecutive symptomatic patients diagnosed with ILC in a tertiary centre over a 9-year period were reviewed. The time from diagnosis until surgery, initial type of surgery/index operation (breast-conserving surgery [BCS]/mastectomy) and the rates of reoperation (re-excision/completion mastectomy) were recorded. Patients were grouped into those who received conventional imaging and preoperative MRI (MR+) and those who received conventional imaging alone (MR-). Results There were 218 cases of ILC, and 32.1% (n = 70) had preoperative MRI. Time from diagnosis to surgery was longer in the MR+ than the MR- group (32.5 vs 21.1 days, P < .001) even when adjusting for age and breast density. Initial BCS was performed on 71.4% (n = 50) of MR+ patients and 72.3% (n = 107) of the MR- group. While the rate of completion mastectomy following initial BCS was higher in the MR+ group (30.0%, n = 15 vs 14.0%, n = 15; χ2 = 5.63; P = .018), this association was not maintained in multivariable analysis. No difference was recorded in overall (initial and completion) mastectomy rate between the MR+ and MR- group (50.0%, n = 35 vs 37.8%, n = 56; χ2 = 2.89; P = .089). Margin re-excision following BCS was comparable between groups (8.0%, n =4, vs 9.3%, n = 10; χ2 = 0.076, P = .783) despite the selection bias for borderline conservable cases in the MR+ group. The rate of usage of MRI for ILC cases declined over the study period. Conclusion While MRI was associated with minor delays in treatment and did not reduce overall rates of margin re-excision or completion mastectomy, it altered the choice of surgical procedure in almost a quarter of MR+ cases. The benefit of preoperative breast MRI appears to be confined to select (younger, dense breast, borderline conservable) cases in symptomatic ILC.
Collapse
Affiliation(s)
- Brian M Moloney
- Department of Radiology, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland.,Discipline of Surgery, Lambe Institute for Translational Research, School of Medicine, National University of Ireland Galway, Galway, Ireland
| | - Peter F McAnena
- Discipline of Surgery, Lambe Institute for Translational Research, School of Medicine, National University of Ireland Galway, Galway, Ireland.,Department of Surgery, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Éanna J Ryan
- Department of Surgery, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Ellen O Beirn
- Department of Surgery, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Ronan M Waldron
- Discipline of Surgery, Lambe Institute for Translational Research, School of Medicine, National University of Ireland Galway, Galway, Ireland.,Department of Surgery, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - AnnaMarie O Connell
- Department of Radiology, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Sinead Walsh
- Department of Radiology, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Rachel Ennis
- Department of Radiology, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Catherine Glynn
- Department of Radiology, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Aoife J Lowery
- Discipline of Surgery, Lambe Institute for Translational Research, School of Medicine, National University of Ireland Galway, Galway, Ireland.,Department of Surgery, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Peter A McCarthy
- Department of Radiology, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| | - Michael J Kerin
- Discipline of Surgery, Lambe Institute for Translational Research, School of Medicine, National University of Ireland Galway, Galway, Ireland.,Department of Surgery, Galway University Hospital, Saolta University Health Care Group, Galway, Ireland
| |
Collapse
|
26
|
Tasdöven I, Karadeniz Çakmak G, Emre AU, Engin H, Bahadır B, Bakkal HB, Güllüoğlu MB. Intraoperative ultrasonography-guided surgery: An effective modality for breast conservation after neo-adjuvant chemotherapy. Breast J 2020; 26:1680-1687. [PMID: 33443786 DOI: 10.1111/tbj.13992] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 06/05/2020] [Accepted: 07/10/2020] [Indexed: 11/28/2022]
Abstract
Margin status is one of the significant prognostic factors for recurrence in breast-conserving surgery (BCS). The issue that merits consideration for oncologic safety and cost-effectiveness about the modalities to assure clear margins at initial surgical intervention remains controversial after neo-adjuvant chemotherapy (NAC). The presented study aimed to assess the impact of intraoperative ultrasound (IOUS)-guided surgery on accurate localization of tumor site, adequacy of excision with clear margins, and healthy tissue sacrifice in BCS after NAC. Patients who had IOUS-guided BCS ater NAC were reviewed. No patient had preoperative localization with wire or radiotracer. Intraoperative real-time sonographic localization, sonographic margin assessment during resection, macroscopic and sonographic examination of specimen, and cavity shavings (CS) were done as the standard procedure. No frozen assessment was performed. One hundred ninety-four patients were included, in which 42.5% had pCR. IOUS-guided surgery accomplished successful localization of the targeted lesions in all patients. Per protocol, all inked margins on CS specimens were reported to be tumor-free in permanent histopathology. No re-excision or mastectomy was required. For a setting without CS, the negative predictive value (NPV) of IOUS rate was 96%. IOUS was found to over and underestimate tumor response to NAC both in 2% of patients. IOUS-guided surgery seems to be an efficient modality to perform adequate BCS after NAC with no additional localization method. Especially, when CS is integrated as a standard to BCS, IOUS seems to provide safe surgery for patients with no false negativity and a high rate of NPV.
Collapse
Affiliation(s)
- Ilhan Tasdöven
- Department of Surgery, The School of Medicine, Zonguldak Bulent Ecevit University, Zonguldak, Turkey
| | - Güldeniz Karadeniz Çakmak
- Department of Surgery, The School of Medicine, Zonguldak Bulent Ecevit University, Zonguldak, Turkey
| | - Ali Ugur Emre
- Department of Surgery, The School of Medicine, Zonguldak Bulent Ecevit University, Zonguldak, Turkey
| | - Hüseyin Engin
- Department of Oncology, The School of Medicine, Zonguldak Bulent Ecevit University, Zonguldak, Turkey
| | - Burak Bahadır
- Department of Pathology, The School of Medicine, Zonguldak Bulent Ecevit University, Zonguldak, Turkey
| | - Hakan Bekir Bakkal
- Department of Radiation Oncology, The School of Medicine, Zonguldak Bulent Ecevit University, Zonguldak, Turkey
| | | |
Collapse
|
27
|
Validation of Breast Cancer Margins by Tissue Spray Mass Spectrometry. Int J Mol Sci 2020; 21:ijms21124568. [PMID: 32604966 PMCID: PMC7349349 DOI: 10.3390/ijms21124568] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 06/23/2020] [Accepted: 06/24/2020] [Indexed: 02/07/2023] Open
Abstract
Current methods for the intraoperative determination of breast cancer margins commonly suffer from the insufficient accuracy, specificity and/or low speed of analysis, increasing the time and cost of operation as well the risk of cancer recurrence. The purpose of this study is to develop a method for the rapid and accurate determination of breast cancer margins using direct molecular profiling by mass spectrometry (MS). Direct molecular fingerprinting of tiny pieces of breast tissue (approximately 1 × 1 × 1 mm) is performed using a home-built tissue spray ionization source installed on a Maxis Impact quadrupole time-of-flight mass spectrometer (qTOF MS) (Bruker Daltonics, Hamburg, Germany). Statistical analysis of MS data from 50 samples of both normal and cancer tissue (from 25 patients) was performed using orthogonal projections onto latent structures discriminant analysis (OPLS-DA). Additionally, the results of OPLS classification of new 19 pieces of two tissue samples were compared with the results of histological analysis performed on the same tissues samples. The average time of analysis for one sample was about 5 min. Positive and negative ionization modes are used to provide complementary information and to find out the most informative method for a breast tissue classification. The analysis provides information on 11 lipid classes. OPLS-DA models are created for the classification of normal and cancer tissue based on the various datasets: All mass spectrometric peaks over 300 counts; peaks with a statistically significant difference of intensity determined by the Mann–Whitney U-test (p < 0.05); peaks identified as lipids; both identified and significantly different peaks. The highest values of Q2 have models built on all MS peaks and on significantly different peaks. While such models are useful for classification itself, they are of less value for building explanatory mechanisms of pathophysiology and providing a pathway analysis. Models based on identified peaks are preferable from this point of view. Results obtained by OPLS-DA classification of the tissue spray MS data of a new sample set (n = 19) revealed 100% sensitivity and specificity when compared to histological analysis, the “gold” standard for tissue classification. “All peaks” and “significantly different peaks” datasets in the positive ion mode were ideal for breast cancer tissue classification. Our results indicate the potential of tissue spray mass spectrometry for rapid, accurate and intraoperative diagnostics of breast cancer tissue as a means to reduce surgical intervention.
Collapse
|
28
|
Kosik I, Brackstone M, Kornecki A, Chamson-Reig A, Wong P, Carson JJ. Lipid-weighted intraoperative photoacoustic tomography of breast tumors: Volumetric comparison to preoperative MRI. PHOTOACOUSTICS 2020; 18:100165. [PMID: 32426228 PMCID: PMC7226881 DOI: 10.1016/j.pacs.2020.100165] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 01/07/2020] [Accepted: 01/29/2020] [Indexed: 06/01/2023]
Abstract
With a lifetime risk of 1 in 8, breast cancer continues to be a major concern for women and their physicians. The optimal treatment of the disease depends on the stage of the cancer at diagnosis, which is typically assessed using medical imaging. However, currently employed imaging systems for breast tumor measurement rarely agree perfectly. Our group developed an Intraoperative Photoacoustic Screening (iPAS) soft tissue scanner featuring high bulk tissue sensitivity, a clinically compatible scan-time of 6 min, imaging depths greater than 2 cm and the capability to visualize whole breast tumors based on their lipid, rather than hemoglobin, profile. Here, we report on the first clinical experience with breast cancer patients by comparing tumor-measurement using iPAS, preoperative dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) and gold-standard pathology. Tumor size was measured volumetrically for iPAS and DCE-MRI, and separately using maximum diameters for pathology, DCE-MRI and iPAS. Comparisons were performed using Pearson's correlation coefficients, and the non-parametric Wilcoxon signed-rank test. Twelve consecutive patients were included in the study, contingent on pathologically documented invasive carcinoma. iPAS volumetric tumor size was positively correlated to DCE-MRI (Pearson's r = 0.78, p = 0.003) and not significantly different (Wilcoxon, p = 0.97). In comparison to pathology, tumor diameters given by iPAS were positively correlated (Pearson's r = 0.87, p = 0.0002) and significantly different (Wilcoxon, p = 0.0015). The results indicated that volumetric-measurement of invasive breast tumors with iPAS is similar to that of DCE-MRI. On the other hand, tumor diameter measurements were less reliable. Beyond enhancing surgical specimen examination, an extension of this technology to diagnostic imaging promises a new perspective on tumor assessment, potentially improving our current understanding and treatment of breast cancer.
Collapse
Affiliation(s)
- Ivan Kosik
- Imaging Program, Lawson Health Research Institute, London, Ontario, Canada
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Muriel Brackstone
- Department of Oncology, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
- Department of Surgery, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Anat Kornecki
- Imaging Program, Lawson Health Research Institute, London, Ontario, Canada
- Department of Medical Imaging, Schulich School of Medicine and Dentistry, The University of Western Ontario, London, Ontario, Canada
| | | | - Philip Wong
- Imaging Program, Lawson Health Research Institute, London, Ontario, Canada
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, The University of Western Ontario, London, Ontario, Canada
| | - Jeffrey J.L. Carson
- Imaging Program, Lawson Health Research Institute, London, Ontario, Canada
- Department of Medical Biophysics, Schulich School of Medicine and Dentistry, The University of Western Ontario, London, Ontario, Canada
- Department of Surgery, Schulich School of Medicine & Dentistry, The University of Western Ontario, London, Ontario, Canada
- Department of Physics and Astronomy, Schulich School of Medicine and Dentistry, The University of Western Ontario, London, Ontario, Canada
| |
Collapse
|
29
|
Munford C, Clayton E, Ji D, Eskew J, Burak W. Preoperative Predictive Factors of Positive Margin Status After Breast Conserving Therapy (BCT) with Intraoperative Radiation Therapy (IORT): A Retrospective Study of 400 Patients. Clin Breast Cancer 2020; 20:e618-e622. [PMID: 32434712 DOI: 10.1016/j.clbc.2020.03.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 02/29/2020] [Accepted: 03/24/2020] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Single-fraction intraoperative radiation therapy (IORT) has emerged as a therapeutic option in patients undergoing breast conserving therapy (BCT) for early stage breast cancer, often eliminating the need for postoperative external beam radiation therapy. However, if a positive margin is encountered after BCT, the patient will ultimately require external beam radiation therapy. The purpose of this study was to identify preoperative factors from patient demographics, preoperative workup, or biopsy results that may be predictive of postoperative margin status. MATERIALS AND METHODS A retrospective chart review was performed on 396 patients who underwent BCT with IORT. Logistic regression models were utilized for statistical analysis. RESULTS The majority of studied variables were similar; however, differences were noted for high-grade tumors, in situ status, and progesterone receptor-negative (PR-) tumors. Grade 3 tumors were significantly associated with positive margin status when compared with Grade 1 (odds ratio, 2.30; P = .036). PR- status tumors were found to be approximately 2 times more likely to have a positive margin (P = .028). Patients with in situ (stage 0) status tumors were 1.986 times more likely to have positive margins when compared with those with an invasive tumor (P = .030). CONCLUSIONS Higher grade PR- tumors are at increased risk of having a positive margin, which should be taken into consideration when considering treatment with IORT.
Collapse
Affiliation(s)
- Christina Munford
- Department of Surgery, Center of Breast Care, Memorial Health University Medical Center, Savannah, GA.
| | - Eric Clayton
- Department of Surgery, Center of Breast Care, Memorial Health University Medical Center, Savannah, GA
| | - Dabin Ji
- Department of Surgery, Center of Breast Care, Memorial Health University Medical Center, Savannah, GA
| | - Joshua Eskew
- Department of Surgery, Center of Breast Care, Memorial Health University Medical Center, Savannah, GA
| | - William Burak
- Department of Surgery, Center of Breast Care, Memorial Health University Medical Center, Savannah, GA
| |
Collapse
|
30
|
Doyle TE, Butler AP, Salisbury MJ, Bennett MJ, Wagner GM, Al-Ghaib HA, Matsen CB. High-Frequency Ultrasonic Forceps for the In Vivo Detection of Cancer During Breast-Conserving Surgery. J Med Device 2020. [DOI: 10.1115/1.4047115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Abstract
A major aim in the surgical management of soft tissue cancers is to detect and remove all cancerous tissues while ensuring noncancerous tissue remains intact. Breast-conserving surgery provides a prime illustration of this aim, since remaining cancer in breast margins results in multiple surgeries, while removal of too much unaffected tissue often has undesirable cosmetic effects. Similarly, resection of benign lymph nodes during sentinel lymph node biopsy can cause deleterious health outcomes. The objective of this study was to create an intraoperative, in vivo device to address these challenges. Instant diagnostic information generated by this device could allow surgeons to precisely and completely remove all malignant tissue during the first surgery. Surgical forceps based on Martin forceps were instrumented at the tips with high-frequency ultrasonic transducers composed of polyvinylidene difluoride, a thickness-sensing rotary potentiometer at the base, and a spring to provide the appropriate restoring force. Transducer wires within the forceps were connected to an external high-frequency pulser-receiver, activating the forceps' transmitting transducer at 50 MHz and amplifying through-transmission signals from the receiving transducer. The forceps were tested with tissue-mimicking agarose phantoms embedded with 58–550 μm polyethylene microspheres to simulate various stages of cancer progression and to provide a range of measurement values. Results were compared with measurements from standard 50 MHz immersion transducers. The results showed that the forceps displayed similar sensitivity for attenuation and increased accuracy for wave speed. The forceps could also be extended to endoscopes and laparoscopes.
Collapse
Affiliation(s)
| | | | | | | | - Garrett M. Wagner
- Department of Computer Engineering, Utah Valley University, Orem, UT 84058
| | - Huda A. Al-Ghaib
- Department of Computer Engineering, Utah Valley University, Orem, UT 84058
| | - Cindy B. Matsen
- Department of Surgery, University of Utah, Salt Lake City, UT 84112
| |
Collapse
|
31
|
Mojahed D, Ha RS, Chang P, Gan Y, Yao X, Angelini B, Hibshoosh H, Taback B, Hendon CP. Fully Automated Postlumpectomy Breast Margin Assessment Utilizing Convolutional Neural Network Based Optical Coherence Tomography Image Classification Method. Acad Radiol 2020; 27:e81-e86. [PMID: 31324579 DOI: 10.1016/j.acra.2019.06.018] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/21/2019] [Accepted: 06/24/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND The purpose of this study was to develop a deep learning classification approach to distinguish cancerous from noncancerous regions within optical coherence tomography (OCT) images of breast tissue for potential use in an intraoperative setting for margin assessment. METHODS A custom ultrahigh-resolution OCT (UHR-OCT) system with an axial resolution of 2.7 μm and a lateral resolution of 5.5 μm was used in this study. The algorithm used an A-scan-based classification scheme and the convolutional neural network (CNN) was implemented using an 11-layer architecture consisting of serial 3 × 3 convolution kernels. Four tissue types were classified, including adipose, stroma, ductal carcinoma in situ, and invasive ductal carcinoma. RESULTS The binary classification of cancer versus noncancer with the proposed CNN achieved 94% accuracy, 96% sensitivity, and 92% specificity. The mean five-fold validation F1 score was highest for invasive ductal carcinoma (mean standard deviation, 0.89 ± 0.09) and adipose (0.79 ± 0.17), followed by stroma (0.74 ± 0.18), and ductal carcinoma in situ (0.65 ± 0.15). CONCLUSION It is feasible to use CNN based algorithm to accurately distinguish cancerous regions in OCT images. This fully automated method can overcome limitations of manual interpretation including interobserver variability and speed of interpretation and may enable real-time intraoperative margin assessment.
Collapse
|
32
|
A prospective cohort study to analyze the interaction of tumor-to-breast volume in breast conservation therapy versus mastectomy with reconstruction. Breast Cancer Res Treat 2020; 181:611-621. [PMID: 32350679 DOI: 10.1007/s10549-020-05639-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Accepted: 04/08/2020] [Indexed: 01/09/2023]
Abstract
PURPOSE We explored the impact of the relative volume of a tumor versus the entire breast on outcomes in patients undergoing breast conservation therapy (BCT) versus mastectomy and reconstruction (M + R). We hypothesized that there would be a threshold tumor:breast ratio (TBR) below which patient-reported outcomes (PRO) would favor BCT and above which would favor M + R. METHODS We conducted a prospective cohort study of patients with ductal carcinoma in situ (DCIS) or invasive breast cancers undergoing BCT or M + R. A prerequisite for inclusion, analysis of tumor and breast volumes was conducted from three-dimensional magnetic resonance imaging reconstructions to calculate the TBR. Three-dimensional photography was utilized to calculate pre- and postoperative volumes and assess symmetry. Oncologic, surgical, and patient-reported outcome data were obtained from relevant BREAST-Q modules administered pre- and postoperatively. RESULTS The BCT cohort had significantly smaller tumor volumes (p = 0.001) and lower TBRs (p = 0.001) than patients undergoing M + R overall. The M + R group, however, comprised a broader range of TBRs, characterized at lower values by patients opting for contralateral prophylactic mastectomy. Postoperative satisfaction with breasts, psychosocial, and sexual well-being scores were significantly higher in the BCT cohort, while physical well-being significantly favored the M + R cohort 480.2 ± 286.3 and 453.1 ± 392.7 days later, respectively. CONCLUSIONS Relative to BCT, M + R was used to manage a broad range of TBRs. The relative importance of oncologic and surgical risk reduction, symmetry, and number of procedures can vary considerably and may limit the utility of TBR as a guide for deciding between BCT and M + R. Clinical Trial StatementThis study was registered with clinicaltrials.gov as "A Prospective Trial to Assess Tumor:Breast Ratio and Patient Satisfaction Following Lumpectomy Versus Mastectomy With Reconstruction", Identifier: NCT02216136.
Collapse
|
33
|
Wang CB, Lee S, Kim T, Hong D, Kim GB, Yoon GY, Kim HH, Kim N, Ko B. Breast tumor movements analysis using MRI scans in prone and supine positions. Sci Rep 2020; 10:4858. [PMID: 32184410 PMCID: PMC7078262 DOI: 10.1038/s41598-020-61802-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Accepted: 03/03/2020] [Indexed: 11/12/2022] Open
Abstract
We quantitatively evaluated breast tumor movement and volume changes between magnetic resonance imaging (MRI) scans in prone and supine positions. Twenty-seven breast tumor patients who received neoadjuvant systemic therapy (NST) for breast-conserving surgery were studied. Before and after NST, MRI scans in prone and supine positions were performed immediately. Tumor segmentation, volume, and position of tumors were evaluated in both positions. Average tumor volumes in prone and supine positions did not significantly differ (p = 0.877). Tumor movement from prone to supine positions from the origin of the bottom center of the sternum was strongly correlated with the distance from the tumor center to the chest wall (r = 0.669; p < 0.05). Tumor changes from prone to supine positions measured from the origin of the nipple depended on the location of the tumor in the breast. The prone-to-supine movement of all tumors from the origin of the bottom center of the sternum tended to move outward from the sagittal centerline of the body on the coronal plane, to the inside of the body on the sagittal plane, and outward and downward close to the body on the axial plane, which might help in planning operations using prone MRI in supine-position breast cancer surgery.
Collapse
Affiliation(s)
- Chuan-Bing Wang
- Department of Radiology, First Affiliated Hospital of Nanjing Medical University, 300, Guangzhou Road, Nanjing, Jiangsu, China.,Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap2-dong, Songpa-gu, Seoul, South Korea
| | - Sangwook Lee
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap2-dong, Songpa-gu, Seoul, South Korea.,Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap-dong, Songpa-gu, Seoul, South Korea
| | - Taehun Kim
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap2-dong, Songpa-gu, Seoul, South Korea.,Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap-dong, Songpa-gu, Seoul, South Korea
| | - Dayeong Hong
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap2-dong, Songpa-gu, Seoul, South Korea.,Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap-dong, Songpa-gu, Seoul, South Korea
| | - Guk Bae Kim
- ANYMEDI Inc., 388-1 Pungnap-dong, Songpa-gu, Seoul, South Korea
| | - Ga Young Yoon
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap2-dong, Songpa-gu, Seoul, South Korea
| | - Hak Hee Kim
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap2-dong, Songpa-gu, Seoul, South Korea
| | - Namkug Kim
- Department of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap2-dong, Songpa-gu, Seoul, South Korea. .,Department of Convergence Medicine, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap-dong, Songpa-gu, Seoul, South Korea.
| | - BeomSeok Ko
- Department of Breast Surgery, University of Ulsan College of Medicine, Asan Medical Center, 388-1 Pungnap-dong, Songpa-gu, Seoul, South Korea.
| |
Collapse
|
34
|
Eaglehouse YL, Georg MW, Jatoi I, Shriver CD, Zhu K. Factors related to re-excision procedures following primary breast-conserving surgery for women with breast cancer in the U.S. Military Health System. J Surg Oncol 2020; 121:200-209. [PMID: 31784990 DOI: 10.1002/jso.25788] [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: 09/03/2019] [Accepted: 11/17/2019] [Indexed: 01/24/2023]
Abstract
BACKGROUND AND OBJECTIVES Re-excision surgery is undertaken to obtain clear margins after breast-conserving surgery (BCS) for localized breast cancer. This study examines patient and tumor characteristics related to re-excision surgery in the universal-access Military Health System (MHS). METHODS Retrospective analysis of patients with pathologically confirmed stage I-III breast cancer between 1998 and 2014 in the Department of Defense Central Cancer Registry and MHS Data Repository-linked databases who received primary BCS. Multivariable stepwise logistic regression methods identified characteristics associated with re-excision surgery (lumpectomy and mastectomy) and conversion to mastectomy, given as adjusted odds ratios (AOR) and 95% confidence intervals (CIs). RESULTS Of 7637 women receiving BCS, 26.3% had a re-excision and 9.9% converted to mastectomy. Tumor location, larger tumor size (≥4 cm), and regional lymph node involvement were associated with a greater likelihood of re-excision and mastectomy conversion. Pathology before BCS (AOR, 0.39; 95% CI, 0.35, 0.44 for re-excision) and neoadjuvant treatment (AOR, 0.50; 95% CI, 0.36, 0.69 for re-excision) were associated with a decreased likelihood of these outcomes. Additionally, age, tumor histology, and military-specific variables were associated with mastectomy conversion. CONCLUSION Comprehensive preoperative workup, including tumor pathology, may better inform surgical decision-making and reduce re-excision rates.
Collapse
Affiliation(s)
- Yvonne L Eaglehouse
- Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, Maryland.,Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland
| | - Matthew W Georg
- Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, Maryland.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland
| | - Ismail Jatoi
- Department of Surgery, University of Texas Health San Antonio, San Antonio, Texas
| | - Craig D Shriver
- Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, Maryland.,Department of Surgery, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland.,Department of Surgery, Walter Reed National Military Medical Center, Bethesda, Maryland
| | - Kangmin Zhu
- Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, Maryland.,Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, Maryland.,Department of Preventive Medicine and Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| |
Collapse
|
35
|
Conci C, Bennati L, Bregoli C, Buccino F, Danielli F, Gallan M, Gjini E, Raimondi MT. Tissue engineering and regenerative medicine strategies for the female breast. J Tissue Eng Regen Med 2019; 14:369-387. [PMID: 31825164 PMCID: PMC7065113 DOI: 10.1002/term.2999] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Revised: 11/06/2019] [Accepted: 11/11/2019] [Indexed: 12/16/2022]
Abstract
The complexity of mammary tissue and the variety of cells involved make tissue regeneration an ambitious goal. This review, supported by both detailed macro and micro anatomy, illustrates the potential of regenerative medicine in terms of mammary gland reconstruction to restore breast physiology and morphology, damaged by mastectomy. Despite the widespread use of conventional therapies, many critical issues have been solved using the potential of stem cells resident in adipose tissue, leading to commercial products. in vitro research has reported that adipose stem cells are the principal cellular source for reconstructing adipose tissue, ductal epithelium, and nipple structures. In addition to simple cell injection, construct made by cells seeded on a suitable biodegradable scaffold is a viable alternative from a long‐term perspective. Preclinical studies on mice and clinical studies, most of which have reached Phase II, are essential in the commercialization of cellular therapy products. Recent studies have revealed that the enrichment of fat grafting with stromal vascular fraction cells is a viable alternative to breast reconstruction. Although in the future, organ‐on‐a‐chip can be envisioned, for the moment researchers are still focusing on therapies that are a long way from regenerating the whole organ, but which nevertheless prevent complications, such as relapse and loss in terms of morphology.
Collapse
Affiliation(s)
- Claudio Conci
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Lorenzo Bennati
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Chiara Bregoli
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Federica Buccino
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Francesca Danielli
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Michela Gallan
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Ereza Gjini
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| | - Manuela T Raimondi
- Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy
| |
Collapse
|
36
|
Use of Intraoperative Ultrasound During Breast Conservation Surgery (BCS) for Palpable Breast Cancer: an Extremely Effective Approach with Improved Oncological Outcome. Indian J Surg Oncol 2019; 10:600-607. [PMID: 31857750 DOI: 10.1007/s13193-019-00934-5] [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: 12/19/2018] [Accepted: 05/02/2019] [Indexed: 10/26/2022] Open
Abstract
For clinically low-volume breast cancer patients subjected to BCS, there is a concern regarding achieving microscopically negative margins and avoiding inadvertent resection of excessive volume of breast tissue. In this study, we utilized intraoperative ultrasound to guide resection in patients subjected to BCS. This was compared with palpation-guided resection. A total of 80 patients of invasive breast carcinoma (T1-2, N0-1, M0) (39 patients in USG-guided BCS (group A) and 41 patients in palpation-guided BCS (group B)) were enrolled. In group A, intraoperative localization was performed using a multifrequency 10-MHz linear array ultrasound probe and tumors were excised under USG guidance. In group B, tumor excision was guided by the palpation skills of the surgeon with the aim of achieving grossly negative margin circumferentially. Specimen volume was measured using water displacement technique. One out of 39 patients (2.56%) in group A and 5 out of 41(12.19%) in group B had positive margin in histopathology report. Mean of specimen volume in groups A and B was 42.67 and 57.97 ml respectively (P = 0.011). Mean of excess volume removed in study group was 4.19 ml and in control group, it was 24.11 ml (P = < 0.01). Mean of calculated resection ratio in study group was 1.1 and in control group was 1.73 (P = 0.01). Use of intraoperative ultrasound during BCS may help in improving margin clearance, reducing additional procedures, and preserving the normal breast parenchyma. The safety, ease, and effectivity of this technique may result in its wider application in future.
Collapse
|
37
|
Elmore LC, Margenthaler JA. A tale of two operations: re-excision as a quality measure. Gland Surg 2019; 8:593-595. [PMID: 32042664 DOI: 10.21037/gs.2019.11.24] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Leisha C Elmore
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Julie A Margenthaler
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| |
Collapse
|
38
|
Koenig JL, Kozak MM, Sabolch A, Horst K, Tsai J, Wapnir IL, Pollom E. Use of Preoperative Radiation Therapy in Early-stage and Locally Advanced Breast Cancer. Cureus 2019; 11:e5748. [PMID: 31723509 PMCID: PMC6825433 DOI: 10.7759/cureus.5748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Purpose There is growing interest in delivering radiation preoperatively (preopRT) rather than postoperatively (postopRT) for breast cancer. Using the National Cancer Database, we evaluated the use and outcomes of preopRT in breast cancer. Methods We identified adult females diagnosed with non-metastatic breast cancer treated with definitive surgery and radiation between 2004 and 2014. Logistic regression models evaluated factors associated with use of preopRT in early-stage (clinical T1-3/N0-1) and locally advanced (clinical T4/N2-3) disease. Rates of breast-conserving surgery, breast reconstruction, positive surgical margins, and 30-day surgical readmissions were compared between patients receiving preopRT and postopRT. Results Of 373,595 patients who met our inclusion criteria, 1,245 (0.3%) patients received preopRT. Patients receiving preopRT were more likely to be of lower socioeconomic status and have tumors with higher T stage. Younger age and N1 (vs N0) disease predicted for use of preopRT in early-stage disease, while older age and N0 disease predicted for use of preopRT in the locally advanced setting. PreopRT patients were less likely to undergo breast-conserving surgery and more likely to have positive surgical margins. Rates of unplanned readmissions within 30 days of surgery were similar among patients treated with preopRT and postopRT. Conclusions PreopRT is a new treatment strategy for patients with breast cancer with different clinical and sociodemographic drivers of its use in the early-stage and locally advanced settings. We await the results of clinical trials studying the efficacy of this approach.
Collapse
Affiliation(s)
| | | | - Aaron Sabolch
- Radiation Oncology, Kaiser Permanente Interstate Radiation Oncology Center, Portland, USA
| | | | - Jillian Tsai
- Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, USA
| | | | - Erqi Pollom
- Radiation Oncology, Stanford University, Stanford, USA
| |
Collapse
|
39
|
Kim JW, Cho Y, Choi J, Ahn SG, Jeong J, Lee IJ. Redefining Eligibility by Analyzing Canceled Intraoperative Radiotherapy as a Boost for Patients Undergoing Breast-Conserving Treatment. Ann Surg Oncol 2019; 26:4294-4301. [PMID: 31520209 DOI: 10.1245/s10434-019-07819-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Indexed: 11/18/2022]
Abstract
BACKGROUND Intraoperative radiotherapy (IORT) with a 50-kV x-ray is used for a tumor bed boost during breast-conserving surgery. This study evaluated the anatomicosurgical factors associated with cancellation of planned IORT. METHODS Patient eligibility for the study included age of 20 years or older, compatibility for lumpectomy, and ductal carcinoma in situ or stages 1-3 invasive carcinoma. All the patients underwent magnetic resonance imaging (MRI) and multidisciplinary team evaluations. Resection margins were assessed by frozen pathology. Pre- and intraoperative variables were compared between the IORT and IORT-cancellation groups. RESULTS A total of 434 patients underwent surgeries for IORT between August 2014 and December 2017. For 90 of these patients, IORT was canceled because of repeated positive margins leading to a large cavity or total mastectomy (n = 27), insufficient cavity-skin distance (n = 14), satellite lesions leading to a large cavity or total mastectomy (n = 12), MRI findings of a large primary tumor or uncertain margins leading to a large cavity (n = 6), cavity geometry unsuitable for IORT (n = 6), subareolar tumor extension (n = 6), tumor abutting the pectoralis muscle (n = 3), patient refusal (n = 5), intraoperative confirmation of bilateral breast cancer (n = 3) or benign pathology (n = 3), device malfunction (n = 3), or scheduling difficulty (n = 2). A tumor larger than 2 cm (P = 0.014) and the presence of satellite lesions (P = 0.014) were independent predictors of IORT cancellation. CONCLUSIONS Surgical procedures resulting in large cavities were the leading cause of IORT cancellation. Multidisciplinary evaluations using MRI were critical for completion of IORT procedures.
Collapse
Affiliation(s)
- Jun Won Kim
- Department of Radiation Oncology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yeona Cho
- Department of Radiation Oncology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jinhyun Choi
- Department of Radiation Oncology, Jeju National University Hospital, Jeju National University School of Medicine, Jeju, Republic of Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ik Jae Lee
- Department of Radiation Oncology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
| |
Collapse
|
40
|
Davoine E, Dion L, Nyangoh Timoh K, Beraud E, Tas P, Tavenard A, Laviolle B, Perrin C, Foucher F, Levêque J, Lavoué V. Predictive factors associated with involved margins in breast cancer treated with neoadjuvant chemotherapy followed by breast-conserving therapy. J Gynecol Obstet Hum Reprod 2019; 48:467-472. [DOI: 10.1016/j.jogoh.2019.06.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 05/03/2019] [Accepted: 06/09/2019] [Indexed: 10/26/2022]
|
41
|
Thomas M, Kelly ED, Abraham J, Kruse M. Invasive lobular breast cancer: A review of pathogenesis, diagnosis, management, and future directions of early stage disease. Semin Oncol 2019; 46:121-132. [PMID: 31239068 DOI: 10.1053/j.seminoncol.2019.03.002] [Citation(s) in RCA: 72] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 03/25/2019] [Accepted: 03/29/2019] [Indexed: 01/17/2023]
Abstract
Invasive lobular carcinoma (ILC) is the second most common type of invasive breast cancer after invasive ductal carcinoma (IDC). Invasive lobular carcinoma has unique clinical, pathologic, and radiographic features which suggest that it is a distinct clinical entity; however, it is treated with the same treatment paradigms as IDC. Information regarding the specific treatment of ILC, including response to standard therapy, is sparse. Neoadjuvant treatment considerations are of great importance in this space as ILC is often found at a locally advanced stage. In this review, we summarize the classic features of ILC and the available data regarding efficacy of both endocrine therapy and chemotherapy in curative treatment of breast cancer.
Collapse
Affiliation(s)
- Mathew Thomas
- Division of Breast Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Erinn Downs Kelly
- Division of Breast Pathology, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jame Abraham
- Division of Breast Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Megan Kruse
- Division of Breast Medical Oncology, Taussig Cancer Institute, Cleveland Clinic, Cleveland, Ohio, USA.
| |
Collapse
|
42
|
Gerrard AD, Shrotri A. Surgeon-led Intraoperative Ultrasound Localization for Nonpalpable Breast Cancers: Results of 5 Years of Practice. Clin Breast Cancer 2019; 19:e748-e752. [PMID: 31208875 DOI: 10.1016/j.clbc.2019.05.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 05/05/2019] [Indexed: 12/24/2022]
Abstract
BACKGROUND The uptake of breast screening has led to a rise in the number of nonpalpable breast cancer diagnoses. Breast conserving therapy (BCT) is the treatment of choice for early breast cancer, and this requires localization of the lesion. Commonly detection is achieved by wire-guided localization in the radiology department. This technique has complications and requires utilization of a radiologist. Intraoperative ultrasound (IOUS) has been shown to be a safe alternative, but there is little data on its use. The aim of this study is to report the use of surgeon-led IOUS over the past 5 years, assessing the ability to detect lesions and the re-excision rate for involved margins. PATIENTS AND METHODS A retrospective observational study was performed on consecutive patients undergoing IOUS-marked BCT between 2014 and 2018. The technique is described, and patients' records were reviewed to assess the histologic specimen reports and need for subsequent re-excision. RESULTS Ninety-five IOUS BCT operations were performed. Every cancer was identified by IOUS and removed. Fourteen margins were positive and required re-excision. Of these, only 2 contained residual tumor. CONCLUSION This is the first data from the United Kingdom for IOUS skin marking without wire localization. IOUS is a safe method of localization in BCT. It offers advantages both to the patient and the unit as it reduces pressure on the radiology department.
Collapse
Affiliation(s)
- Adam D Gerrard
- Breast Department, Aintree University Hospital NHS Foundation Trust, Liverpool, England
| | - Anu Shrotri
- Breast Department, Aintree University Hospital NHS Foundation Trust, Liverpool, England.
| |
Collapse
|
43
|
Kosik I, Brackstone M, Kornecki A, Chamson-Reig A, Wong P, Araghi MH, Carson JJL. Intraoperative photoacoustic screening of breast cancer: a new perspective on malignancy visualization and surgical guidance. JOURNAL OF BIOMEDICAL OPTICS 2019; 24:1-12. [PMID: 31111698 PMCID: PMC6993064 DOI: 10.1117/1.jbo.24.5.056002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 04/23/2019] [Indexed: 05/07/2023]
Abstract
High re-excision rates in breast-conserving surgery call for a new intraoperative approach to the lumpectomy margin evaluation problem. The unique intraoperative imaging system, presented here, demonstrated the capability of photoacoustic tomography (PAT) to deliver optical sensitivity and specificity, along with over 2-cm imaging depth, in a clinical setting. The system enabled the evaluation of tumor extent, shape, morphology, and position within lumpectomy specimens measuring up to 11 cm in diameter. The investigation included all major breast cancer-related lesions, such as invasive ductal carcinoma (IDC), multifocal IDC, ductal carcinoma in situ and combinations of these variants. Coregistration with established ultrasound (US) technology, as well as comparison to specimen radiography, validated the performance of PAT, which appeared to facilitate better tumor visualization. Contrary to expected PA contrast mechanisms, PAT images of hemoglobin distribution correlated poorly with US-determined tumor location, while hypointense regions in lipid-weighted PAT images were in better agreement with US.
Collapse
MESH Headings
- Aged
- Aged, 80 and over
- Algorithms
- Breast Neoplasms/diagnostic imaging
- Breast Neoplasms/surgery
- Carcinoma, Ductal, Breast/diagnostic imaging
- Carcinoma, Ductal, Breast/surgery
- Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Diagnosis, Computer-Assisted/methods
- Female
- Hemoglobins/analysis
- Humans
- Image Processing, Computer-Assisted
- Lipids/chemistry
- Margins of Excision
- Mastectomy, Segmental/methods
- Middle Aged
- Monitoring, Intraoperative
- Phantoms, Imaging
- Photoacoustic Techniques/methods
- Ultrasonography/methods
Collapse
Affiliation(s)
- Ivan Kosik
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Department of Medical Biophysics, London, Ontario, Canada
- Address all correspondence to Ivan Kosik, E-mail:
| | - Muriel Brackstone
- Schulich School of Medicine and Dentistry, Department of Oncology, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Department of Surgery, London, Ontario, Canada
| | - Anat Kornecki
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Department of Medical Imaging, London, Ontario, Canada
| | | | - Philip Wong
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Department of Medical Biophysics, London, Ontario, Canada
| | | | - Jeffrey J. L. Carson
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Department of Medical Biophysics, London, Ontario, Canada
- Schulich School of Medicine and Dentistry, Department of Surgery, London, Ontario, Canada
| |
Collapse
|
44
|
Chen Y, Xie W, Glaser AK, Reder NP, Mao C, Dintzis SM, Vaughan JC, Liu JTC. Rapid pathology of lumpectomy margins with open-top light-sheet (OTLS) microscopy. BIOMEDICAL OPTICS EXPRESS 2019; 10:1257-1272. [PMID: 30891344 PMCID: PMC6420271 DOI: 10.1364/boe.10.001257] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 01/11/2019] [Accepted: 01/25/2019] [Indexed: 05/18/2023]
Abstract
Open-top light-sheet microscopy is a technique that can potentially enable rapid ex vivo inspection of large tissue surfaces and volumes. Here, we have optimized an open-top light-sheet (OTLS) microscope and image-processing workflow for the comprehensive examination of surgical margin surfaces, and have also developed a novel fluorescent analog of H&E staining that is robust for staining fresh unfixed tissues. Our tissue-staining method can be achieved within 2.5 minutes followed by OTLS microscopy of lumpectomy surfaces at a rate of up to 1.5 cm2/minute. An image atlas is presented to show that OTLS image quality surpasses that of intraoperative frozen sectioning and can approximate that of gold-standard H&E histology of formalin-fixed paraffin-embedded (FFPE) tissues. Qualitative evidence indicates that these intraoperative methods do not interfere with downstream post-operative H&E histology and immunohistochemistry. These results should facilitate the translation of OTLS microscopy for intraoperative guidance of lumpectomy and other surgical oncology procedures.
Collapse
Affiliation(s)
- Ye Chen
- Department of Mechanical Engineering, University of Washington, Seattle, WA 98195, USA
- These authors contributed equally
| | - Weisi Xie
- Department of Mechanical Engineering, University of Washington, Seattle, WA 98195, USA
- These authors contributed equally
| | - Adam K. Glaser
- Department of Mechanical Engineering, University of Washington, Seattle, WA 98195, USA
| | - Nicholas P. Reder
- Department of Pathology, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Chenyi Mao
- Department of Chemistry, University of Washington Seattle, WA 98195, USA
| | - Suzanne M. Dintzis
- Department of Pathology, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Joshua C. Vaughan
- Department of Chemistry, University of Washington Seattle, WA 98195, USA
- Department of Physiology and Biophysics, University of Washington, Seattle, WA 98195, USA
| | - Jonathan T. C. Liu
- Department of Mechanical Engineering, University of Washington, Seattle, WA 98195, USA
- Department of Pathology, University of Washington School of Medicine, Seattle, WA 98195, USA
| |
Collapse
|
45
|
Schaefer JM, Barth CW, Davis SC, Gibbs SL. Diagnostic performance of receptor-specific surgical specimen staining correlates with receptor expression level. JOURNAL OF BIOMEDICAL OPTICS 2019; 24:1-9. [PMID: 30737910 PMCID: PMC6988447 DOI: 10.1117/1.jbo.24.2.026002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Accepted: 01/11/2019] [Indexed: 05/19/2023]
Abstract
Intraoperative margin assessment is imperative to cancer cure but is a continued challenge to successful surgery. Breast conserving surgery is a relevant example, where a cosmetically improved outcome is gained over mastectomy, but re-excision is required in >25 % of cases due to positive or closely involved margins. Clinical translation of margin assessment modalities that must directly contact the patient or required administered contrast agents are time consuming and costly to move from bench to bedside. Tumor resections provide a unique surgical opportunity to deploy margin assessment technologies including contrast agents on the resected tissues, substantially shortening the path to the clinic. However, staining of resected tissues is plagued by nonspecific uptake. A ratiometric imaging approach where matched targeted and untargeted probes are used for staining has demonstrated substantially improved biomarker quantification over staining with conventional targeted contrast agents alone. Our group has developed an antibody-based ratiometric imaging technology using fluorescently labeled, spectrally distinct targeted and untargeted antibody probes termed dual-stain difference specimen imaging (DDSI). Herein, the targeted biomarker expression level and pattern are evaluated for their effects on DDSI diagnostic potential. Epidermal growth factor receptor expression level was correlated to DDSI diagnostic potential, which was found to be robust to spatial pattern expression variation. These results highlight the utility of DDSI for accurate margin assessment of freshly resected tumor specimens.
Collapse
MESH Headings
- Adipose Tissue/diagnostic imaging
- Adipose Tissue/pathology
- Animals
- Biomarkers, Tumor/metabolism
- Breast/surgery
- Breast Neoplasms/diagnostic imaging
- Breast Neoplasms/pathology
- Carcinoma, Squamous Cell/diagnostic imaging
- Carcinoma, Squamous Cell/pathology
- Cell Line, Tumor
- False Positive Reactions
- Female
- Flow Cytometry
- Fluorescent Dyes/pharmacology
- Humans
- Image Processing, Computer-Assisted/methods
- Margins of Excision
- Mastectomy, Segmental
- Mice
- Mice, Nude
- Microscopy, Fluorescence
- Neoplasm Transplantation
- Neoplasms, Experimental/diagnostic imaging
- Neoplasms, Experimental/pathology
- Pancreatic Neoplasms/diagnostic imaging
- Pancreatic Neoplasms/pathology
- ROC Curve
Collapse
Affiliation(s)
- Jasmin M. Schaefer
- Oregon Health and Science University, Department of Biomedical Engineering, Portland, Oregon, United States
| | - Connor W. Barth
- Oregon Health and Science University, Department of Biomedical Engineering, Portland, Oregon, United States
| | - Scott C. Davis
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, United States
- Address all correspondence to Scott C. Davis, E-mail: ; Summer L. Gibbs, E-mail:
| | - Summer L. Gibbs
- Oregon Health and Science University, Department of Biomedical Engineering, Portland, Oregon, United States
- Oregon Health and Science University, Knight Cancer Institute, Portland, Oregon, United States
- Oregon Health and Science University, OHSU Center for Spatial Systems Biomedicine, Portland, Oregon, United States
- Address all correspondence to Scott C. Davis, E-mail: ; Summer L. Gibbs, E-mail:
| |
Collapse
|
46
|
Buechler SA, Gökmen-Polar Y, Badve SS. EarlyR signature predicts response to neoadjuvant chemotherapy in breast cancer. Breast 2019; 43:74-80. [PMID: 30502641 DOI: 10.1016/j.breast.2018.11.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 11/10/2018] [Accepted: 11/16/2018] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND EarlyR gene signature uses ESPL1, SPAG5, MKI67, PLK1 and PGR to classify ER+ breast cancer (ER+ BC) into EarlyR-Low, EarlyR-Int, and EarlyR-High risk strata and is prognostic in patients treated with adjuvant chemotherapy. The ability of EarlyR to predict pathological complete response (pCR) and long-term survival following neoadjuvant chemotherapy (NACT) is evaluated herein. MATERIALS The ability of EarlyR gene signature to predict pCR was assessed in publicly available Affymetrix microarray datasets (Cohort A; n = 659; 74 pCR events) derived from NACT-treated ER+ BC patients. Distant relapse-free survival (DRFS) results were analyzed in patients treated with NACT and adjuvant hormone therapy (AHT) (n = 281) and compared with patients treated with AHT alone (n = 455) (Cohort B; n = 736; 142 events). RESULTS In cohort A, EarlyR was a significant predictor of pCR (p = 5.8 × 10-11) (EarlyR-Low, n = 400, pCR = 40, 5%; EarlyR-Int, n = 69, pCR = 7, 15% and EarlyR-High, n = 190, pCR = 47, 24%). In EarlyR-Low of Cohort B, the 5-year DRFS was not significantly (p = 0.55) different between NACT + AHT [0.81 (95%CI 0.73-0.90)] and AHT-only [0.85 (95%CI 0.81-0.90)]. In contrast, in EarlyR-High, the 5-year DRFS was higher (p = 0.019) in NACT + AHT [0.81 (95%CI 0.70-0.93)] as compared to AHT-only [0.60 (95%CI 0.51-0.71)]. CONCLUSIONS High EarlyR is strongly associated with pCR in patients treated with neoadjuvant chemotherapy. EarlyR also predicts poor DRFS outcomes for patients in EarlyR-High not receiving NACT, and improved survival in NACT-treated EarlyR-High patients. EarlyR is not only a prognostic assay but also a predictive assay that identifies patients, who are also likely to respond to chemotherapy.
Collapse
Affiliation(s)
- Steven A Buechler
- Department of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, IN, United States
| | - Yesim Gökmen-Polar
- Department of Pathology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Sunil S Badve
- Department of Pathology, Indiana University School of Medicine, Indianapolis, IN, United States; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States; Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN, United States.
| |
Collapse
|
47
|
Lovasik BP, Seidel RL, Novello M, Torres MA, Losken A, Rizzo M. Single incision for oncologic breast conserving surgery and sentinel node biopsy in early stage breast cancer: A minimally invasive approach. Breast J 2018; 25:41-46. [PMID: 30511408 DOI: 10.1111/tbj.13158] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 03/29/2018] [Accepted: 04/02/2018] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Breast conserving surgery (BCS) has a postoperative morbidity up to 30%. We report the feasibility of a single-incision approach for tumor excision and axillary sentinel node biopsy (SNB) sampling intended to minimize patient morbidity and complications. MATERIALS AND METHODS A tertiary surgical oncology single surgeon database was retrospectively reviewed for all patients undergoing BCS and SNB between January 2013 and December 2015. The single-incision approach used a single breast incision to resect the tumor and the Lymphazurin-tagged SNB. The multi-incision group used a breast incision and a separate axillary incision. RESULTS The single-incision approach was associated with shorter operative time (56 vs 64 minutes, P = 0.026). Sentinel node retrieval was achieved in 100% in both groups. The single-incision technique was used primarily in the upper outer quadrant (N = 41, 85.4%), but was also selectively applied in other quadrants (N = 5). There was no significant difference in complication rates between the two procedures (P = 0.425), and there were no instances of conversion from single-incision to standard BCS-SNB. CONCLUSIONS Minimally invasive breast conserving surgery is feasible for patients with early breast cancer located in the upper outer quadrants. This technique may reduce postoperative morbidity and improved cosmetic result.
Collapse
Affiliation(s)
| | - Rebecca L Seidel
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, Georgia
| | | | - Mylin A Torres
- Department of Radiation Oncology, Emory University, Atlanta, Georgia.,Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Albert Losken
- Department of Surgery, Emory University, Atlanta, Georgia.,Division of Plastic and Reconstructive Surgery, Department of Surgery, Emory University, Atlanta, Georgia
| | - Monica Rizzo
- Department of Surgery, Emory University, Atlanta, Georgia.,Winship Cancer Institute, Emory University, Atlanta, Georgia.,Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, Georgia
| |
Collapse
|
48
|
Wang K, Zhu GQ, Shi Y, Li ZY, Zhang X, Li HY. Long-Term Survival Differences Between T1-2 Invasive Lobular Breast Cancer and Corresponding Ductal Carcinoma After Breast-Conserving Surgery: A Propensity-Scored Matched Longitudinal Cohort Study. Clin Breast Cancer 2018; 19:e101-e115. [PMID: 30502219 DOI: 10.1016/j.clbc.2018.10.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Revised: 10/01/2018] [Accepted: 10/24/2018] [Indexed: 02/05/2023]
Abstract
BACKGROUND The role of histology subtype on the prognosis of T1-2 breast cancer patients receiving breast-conserving surgery (BCS) is not clear. METHODS The Surveillance, Epidemiology, and End Results (SEER) Program was used to compare overall survival, second primary cancer-free survival (CFS), and local recurrence risk (LR) for patients with invasive lobular carcinoma (ILC) and invasive ductal carcinoma (IDC), both receiving BCS. RESULTS The study enrolled 196,688 patients with T1-2 disease receiving BCS, including 12,906 with ILC and 183,782 with IDC. Patients with IDC showed higher unadjusted annual rates of BCS than ILC. Five- and 10-year estimated survival rates were, respectively, 92.06% and 86.14% in ILC, compared to 90.50% and 85.26% in IDC (P = .12). In multivariable Cox regression, ILC patients showed advantage over IDC in overall survival (hazard ratio [HR] = 0.93, P = .001), whereas no significant differences in CFS (HR = 1.03, P = .33) and LR (HR = 1.17, P = .06) were found, which were consistent with results from matched cohort. In subgroup analyses, patients with grade III ILC had poorer CFS (HR = 1.23, P = .009) and higher LR (HR = 1.59, P = .01) than IDC. CONCLUSION Histologic type is of prognostic importance in T1-2 patients receiving BCS, and surgeons should be cautious in performing BCS for individuals with grade III ILC.
Collapse
Affiliation(s)
- Kang Wang
- Department of Endocrine and Breast Surgery, First Affiliated Hospital of Chongqing Medical University, Chongqing, China, Fudan University, Shanghai, China
| | - Gui-Qi Zhu
- Liver Cancer Institute, Zhong Shan Hospital, Fudan University, Shanghai, China; State Key Laboratory of Genetic Engineering, Fudan University, Shanghai, China
| | - Yang Shi
- Division of Biostatistics and Data Science, Department of Population Health Sciences, Medical College of Georgia, Augusta University, Augusta, GA; Department of Epidemiology and Biostatistics, West China School of Public Health, West China Hospital, Sichuan University, Chengdu, China
| | - Zhu-Yue Li
- West China School of Nursing, West China Hospital, Sichuan University, Chengdu, China; Institute of Hospital Management, West China Hospital, Sichuan University, Chengdu, China
| | - Xiang Zhang
- Department of Endocrine and Breast Surgery, First Affiliated Hospital of Chongqing Medical University, Chongqing, China, Fudan University, Shanghai, China.
| | - Hong-Yuan Li
- Department of Endocrine and Breast Surgery, First Affiliated Hospital of Chongqing Medical University, Chongqing, China, Fudan University, Shanghai, China.
| |
Collapse
|
49
|
Lai HW, Huang RH, Wu YT, Chen CJ, Chen ST, Lin YJ, Chen DR, Lee CW, Wu HK, Lin HY, Kuo SJ. Clinicopathologic factors related to surgical margin involvement, reoperation, and residual cancer in primary operable breast cancer – An analysis of 2050 patients. Eur J Surg Oncol 2018; 44:1725-1735. [DOI: 10.1016/j.ejso.2018.07.056] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2018] [Revised: 07/04/2018] [Accepted: 07/23/2018] [Indexed: 12/23/2022] Open
|
50
|
Rosenkranz KM, Ballman K, McCall L, Kubicky C, Cuttino L, Le-Petross H, Hunt KK, Giuliano A, Van Zee KJ, Haffty B, Boughey JC. The Feasibility of Breast-Conserving Surgery for Multiple Ipsilateral Breast Cancer: An Initial Report from ACOSOG Z11102 (Alliance) Trial. Ann Surg Oncol 2018; 25:2858-2866. [PMID: 29987605 PMCID: PMC6192830 DOI: 10.1245/s10434-018-6583-6] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND Historically, multiple ipsilateral breast cancer (MIBC) has been a contraindication to breast-conserving therapy (BCT). We report the feasibility of BCT in MIBC from the ACOSOG Z11102 trial [Alliance], a single arm noninferiority trial of BCT for women with two or three sites of malignancy in the ipsilateral breast. METHODS Women who enrolled preoperatively in ACOSOG Z11102 were evaluated for conversion to mastectomy and need for reoperation to obtain negative margins. Characteristics of women who successfully underwent BCT and those who converted to mastectomy were compared. Factors were examined for association with the need for margin reexcision. RESULTS Of 198 patients enrolled preoperatively, 190 (96%) had 2 foci of disease. Median size of the largest tumor focus was 1.5 (range 0.1-7.0) cm; 49 patients (24.8%) had positive nodes. There were 14 women who underwent mastectomy due to positive margins, resulting in a conversion to mastectomy rate of 7.1% (95% confidence interval [CI] 3.9-10.6%). Of 184 patients who successfully completed BCT, 134 completed this in a single operation. Multivariable logistic regression analysis did not identify any factors significantly associated with conversion to mastectomy or need for margin reexcision. CONCLUSIONS Breast conservation is feasible in MIBC with 67.6% of patients achieving a margin-negative excision in a single operation and 7.1% of patients requiring conversion to mastectomy due to positive margins. No characteristic was identified that significantly altered the risk of conversion to mastectomy or need for reexcision. CLINICALTRIALS. GOV IDENTIFIER NCT01556243.
Collapse
Affiliation(s)
| | - Karla Ballman
- Alliance Statistics and Data Center, Weill Medical College of Cornell University, New York, NY, USA
| | - Linda McCall
- Alliance Statistics and Data Center, Duke University, Durham, NC, USA
| | | | - Laurie Cuttino
- Virginia Commonwealth University Health System, Richmond, VA, USA
| | - Huong Le-Petross
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kelly K Hunt
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Bruce Haffty
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | | |
Collapse
|