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Wells JB, Lewis SJ, Barron M, Trieu PD. Surgical and Radiology Trainees' Proficiency in Reading Mammograms: the Importance of Education for Cancer Localisation. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2024; 39:186-193. [PMID: 38100062 PMCID: PMC10994868 DOI: 10.1007/s13187-023-02393-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/03/2023] [Indexed: 04/05/2024]
Abstract
Medical imaging with mammography plays a very important role in screening and diagnosis of breast cancer, Australia's most common female cancer. The visualisation of cancers on mammograms often forms a diagnosis and guidance for radiologists and breast surgeons, and education platforms that provide real cases in a simulated testing environment have been shown to improve observer performance for radiologists. This study reports on the performance of surgical and radiology trainees in locating breast cancers. An enriched test set of 20 mammography cases (6 cancer and 14 cancer free) was created, and 18 surgical trainees and 32 radiology trainees reviewed the cases via the Breast Screen Reader Assessment Strategy (BREAST) platform and marked any lesions identifiable. Further analysis of performance with high- and low-density cases was undertaken, and standard metrics including sensitivity and specificity. Radiology trainees performed significantly better than surgical trainees in terms of specificity (0.72 vs. 0.35; P < 0.01). No significant differences were observed between the surgical and radiology trainees in sensitivity or lesion sensitivity. Mixed results were obtained with participants regarding breast density, with higher density cases generally having lower performance. The higher specificity of the radiology trainees compared to the surgical trainees likely represents less exposure to negative mammography cases. The use of high-fidelity simulated self-test environments like BREAST is able to benchmark, understand and build strategies for improving cancer education in a safe environment, including identifying challenging scenarios like breast density for enhanced training.
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Affiliation(s)
- J B Wells
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, University of Sydney, D18 Susan Wakil Health Building, Western Avenue, Camperdown, NSW, 2006, Australia
| | - S J Lewis
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, University of Sydney, D18 Susan Wakil Health Building, Western Avenue, Camperdown, NSW, 2006, Australia.
| | - M Barron
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, University of Sydney, D18 Susan Wakil Health Building, Western Avenue, Camperdown, NSW, 2006, Australia
| | - P D Trieu
- Discipline of Medical Imaging Sciences, Faculty of Medicine and Health, University of Sydney, D18 Susan Wakil Health Building, Western Avenue, Camperdown, NSW, 2006, Australia
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Paynter J, Qin KR, Brennan J, Hunter-Smith DJ, Rozen WM. The provision of general surgery in rural Australia: a narrative review. Med J Aust 2024; 220:258-263. [PMID: 38357826 DOI: 10.5694/mja2.52232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 01/24/2024] [Indexed: 02/16/2024]
Abstract
Rural surgery is most commonly provided by general surgeons to the 29% of people (7 million) living in rural Australia. The provision of rural general surgery to enable equitable and safe surgical care for rural Australians is a multifaceted issue concerning recruitment, training, retention, surgical procedures and surgical outcomes. Sustaining the rural general surgical workforce will be dependent upon growing an increased number of resident rural general surgeons, as well as changed models of care, with a need for ongoing review to track the outcomes of these changes. To increase recruitment, rural general surgical training must improve to be less stressful for trainees and to be incorporated alongside a rural-facing generalist curriculum. Rural general surgical outcomes (excluding some oncology conditions) achieve comparable results to metropolitan centres. Access to, and outcomes of, surgical oncology services continues to be inequitable for rural Australians and should be a major focus for improved service delivery.
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Affiliation(s)
- Jessica Paynter
- Monash Rural Health - Bendigo, Monash University, Bendigo, VIC
- Bendigo Health, Bendigo, VIC
| | - Kirby R Qin
- Monash Rural Health - Bendigo, Monash University, Bendigo, VIC
- Bendigo Health, Bendigo, VIC
| | - Janelle Brennan
- Monash Rural Health - Bendigo, Monash University, Bendigo, VIC
- Bendigo Health, Bendigo, VIC
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McOwiti AO, Tao W, Tao C. Identification and classification of principal features for analyzing unwarranted clinical variation. J Eval Clin Pract 2024; 30:251-259. [PMID: 37933789 PMCID: PMC11460437 DOI: 10.1111/jep.13940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 10/10/2023] [Accepted: 10/19/2023] [Indexed: 11/08/2023]
Abstract
RATIONALE, AIMS, AND OBJECTIVE Unwarranted clinical variation (UCV) is an undesirable aspect of a healthcare system, but analyzing for UCV can be difficult and time-consuming. No analytic feature guidelines currently exist to aid researchers. We performed a systematic review of UCV literature to identify and classify the features researchers have identified as necessary for the analysis of UCV. METHODS The literature search followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses. We looked for articles with the terms 'medical practice variation' and 'unwarranted clinical variation' from four databases: Medline, Web of Science, EMBASE and CINAHL. The search was performed on 24 March 2023. The articles selected were original research articles in the English language reporting on UCV analysis in adult populations. Most of the studies were retrospective cohort analyses. We excluded studies reporting geographic variation based on the Atlas of Variation or small-area analysis methods. We used ASReview Lab software to assist in identifying articles for abstract review. We also conducted subsequent reference searches of the primary articles to retrieve additional articles. RESULTS The search yielded 499 articles, and we reviewed 46. We identified 28 principal analytic features utilized to analyze for unwarranted variation, categorised under patient-related or local healthcare context factors. Within the patient-related factors, we identified three subcategories: patient sociodemographics, clinical characteristics, and preferences, and classified 17 features into seven subcategories. In the local context category, 11 features are classified under two subcategories. Examples are provided on the usage of each feature for analysis. CONCLUSION Twenty-eight analytic features have been identified, and a categorisation has been established showing the relationships between features. Identifying and classifying features provides guidelines for known confounders during analysis and reduces the steps required when performing UCV analysis; there is no longer a need for a UCV researcher to engage in time-consuming feature engineering activities.
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Affiliation(s)
- Apollo O. McOwiti
- McWilliams School of Biomedical Informatics, The University of Texas Health Center at Houston, Houston, USA
| | - Wei Tao
- Biostatistics and Data Science Department, The University of Texas Health Center at Houston, Houston, USA
| | - Cui Tao
- McWilliams School of Biomedical Informatics, The University of Texas Health Center at Houston, Houston, USA
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Fernandez-Pacheco M, Ortmann O, Ignatov A, Inwald EC. Does cavity margin shaving reduce residual tumor and re-excision rates? A systematic review. Arch Gynecol Obstet 2023; 307:1295-1309. [PMID: 35593951 PMCID: PMC10023760 DOI: 10.1007/s00404-022-06512-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 03/06/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE Cavity shaving (CS) is a surgical technique used in the treatment of breast cancer (BC). It may reduce margin positivity in histologic assessment and consequently reduces re- excision rates in breast conserving surgery (BCS). The evidence for this assumption is described in the present review. METHODS A systematic review of relevant literature in English from January 1999 to April 2019 was conducted. The analysis included studies on CS and its effects on re-excision rates and margin positivity. We searched PubMed databases for relevant publications. In total, 22 studies were included in the present review. RESULTS The benefit from CS on re-excision rates and histologic margin positivity was variable. Out of 22 studies, 17 reported a reduction in both re-excision rates and histologic margin positivity in margin shaved patients. Four studies could not find a significant reduction of second surgeries and residual tumor rates. One study suggested that CS after BCS was superior to single BCS only in subgroup analysis in IDC tumors. CONCLUSION CS is a surgical technique that was shown to reduce re-excision and margin positivity rates in most of the studies. Furthermore, it can be a useful tool to assess specimen margins and detect multifocality.
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Affiliation(s)
- M Fernandez-Pacheco
- Department of Gynaecology and Obstetrics, University Medical Center Regensburg, Landshuter Straße 65, 93053, Regensburg, Germany.
| | - O Ortmann
- Department of Gynaecology and Obstetrics, University Medical Center Regensburg, Landshuter Straße 65, 93053, Regensburg, Germany
| | - A Ignatov
- Department of Gynaecology and Obstetrics, University Medical Center Regensburg, Landshuter Straße 65, 93053, Regensburg, Germany
| | - E C Inwald
- Department of Gynaecology and Obstetrics, University Medical Center Regensburg, Landshuter Straße 65, 93053, Regensburg, Germany
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Anselmi KF, Urban C, Dória MT, Urban LABD, Sebastião AP, Kuroda F, Rabinovich I, Cordeiro AAF, Nissen LP, Schunemann E, Spautz C, Pelanda JDC, de Lima RS, Rietjens M, Loureiro MDP. Prospective study: Impact of breast magnetic resonance imaging on oncoplastic surgery and on indications of mastectomy in patients who were previously candidates to breast conserving surgery. Front Oncol 2023; 13:1154680. [PMID: 37007081 PMCID: PMC10060853 DOI: 10.3389/fonc.2023.1154680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 02/27/2023] [Indexed: 03/18/2023] Open
Abstract
BackgroundRoutine use of magnetic resonance imaging (MRI) in the staging of patients with early breast cancer is still controversial. Oncoplastic surgery (OP) allows for wider resections without compromising the aesthetic results. This study aimed to assess the impact of preoperative MRI on surgical planning and on indications of mastectomy.MethodsProspective study including T1-T2 breast cancer patients treated between January 2019 and December 2020 in the Breast Unit of the Hospital Nossa Senhora das Graças in Curitiba, Brazil. All patients had indication for breast conserving surgery (BCS) with OP and did a breast MRI after conventional imaging.Results131 patients were selected. Indication for BCS was based on clinical examination and conventional imaging (mammography and ultrasound) findings. After undergoing breast MRI, 110 patients (84.0%) underwent BCS with OP and 21 (16.0%) had their surgical procedure changed to mastectomy. Breast MRI revealed additional findings in 52 of 131 patients (38%). Of these additional findings, 47 (90.4%) were confirmed as invasive carcinoma. Of the 21 patients who underwent mastectomies, the mean tumor size was 2.9 cm (± 1,7cm), with all having additional findings on breast MRI (100% of the mastectomies group vs 28.2% of the OP, p<0.01). Of the 110 patients submitted to OP, the mean tumor size was 1,6cm (± 0,8cm), with only 6 (5.4%) presenting positive margins at the final pathology assessment.ConclusionPreoperative breast MRI has an impact on the OP scenario, bringing additional information that may help surgical planning. It allowed selecting the group with additional tumor foci or greater extension to convert to mastectomy, with a consequent low reoperation rate of 5.4% in the BCS group. This is the first study to assess the impact of breast MRI in the preoperative planning of patients undergoing OP for the treatment of breast cancer.
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Affiliation(s)
- Karina Furlan Anselmi
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Post-Graduation Program in Biotechnology, Universidade Positivo, Curitiba, Brazil
- *Correspondence: Karina Furlan Anselmi,
| | - Cicero Urban
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
| | - Maíra Teixeira Dória
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Department of Obstetrics and Gynecology, Universidade Federal do Paraná, Curitiba, Brazil
| | | | | | - Flávia Kuroda
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
| | - Iris Rabinovich
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Department of Obstetrics and Gynecology, Universidade Federal do Paraná, Curitiba, Brazil
| | | | | | - Eduardo Schunemann
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
- Department of Obstetrics and Gynecology, Universidade Federal do Paraná, Curitiba, Brazil
| | - Cleverton Spautz
- Breast Unit, Hospital Nossa Senhora das Graças, Curitiba, Brazil
| | | | | | - Mario Rietjens
- Plastic and Reconstructive Surgery Department, European Institute of Oncology, Milan, Italy
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Duffield JA, Blanch AJ, Bochner MA. Breast cancer care and surgery in Australia and New Zealand: compliance of the BreastSurgANZ quality audit with international standards. ANZ J Surg 2023; 93:881-888. [PMID: 36856199 DOI: 10.1111/ans.18347] [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: 10/09/2022] [Revised: 02/11/2023] [Accepted: 02/14/2023] [Indexed: 03/02/2023]
Abstract
BACKGROUND The Breast Surgeons of Australia and New Zealand (BreastSurgANZ) Quality Audit (BQA) of Breast Cancer Care is a prospective population-based database designed for annual audit of compliance with internally derived Quality Indicators (QI)s. While there is no international consensus for QIs, audit against an external international benchmark is possible through use of QIs defined by the 2017 European Society of Breast Cancer Specialists (EUSOMA) Guidelines. METHODS BQA data from 29,088 female patients between 1/1/2018 and 31/12/2019 were stratified by the EUSOMA definition of low-volume hospitals (LVH <150 patients p.a.) and high-volume hospitals (HVH ≥150 patients p.a.), and percentage compliance (±95% CI) with 14 mandatory EUSOMA QI sub-parts were determined. RESULTS ANZ LVH met the quality threshold for 10, and HVH for 8 EUSOMA QI that assessed MDT, surgical approach, adjuvant radiotherapy in the LVH setting, avoidance of overtreatment, and use of endocrine therapy. ANZ did not meet the quality thresholds for QIs assessing use of neoadjuvant chemotherapy, and adjuvant radiotherapy in the HVH setting. CONCLUSION Breast cancer care in ANZ is comparable with an international standard. ANZ surgeons performed at a high standard in discussion of breast cancer patients by MDT, and appropriate use of adjuvant radiotherapy by LVH. Improvements can be made in completeness of data capture, and inclusion of genetic syndrome and Ki67% in data collection. Due to the rapid evolution of breast cancer treatments, there is need for contemporary update of QI relating to the use of neoadjuvant systemic therapies.
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Affiliation(s)
- Jaime A Duffield
- Department of Surgery, Royal Adelaide Hospital, Adelaide, South Australia, Australia.,Medical School, The University of Adelaide, Adelaide, South Australia, Australia
| | - Adam J Blanch
- Breast Quality Audit, Royal Australasian College of Surgeons, Adelaide, South Australia, Australia
| | - Melissa A Bochner
- Medical School, The University of Adelaide, Adelaide, South Australia, Australia.,Breast Quality Audit Steering Committee, Breast Surgeons of Australia and New Zealand, Sydney, New South Wales, Australia
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Dhak S, Baliski C, Bakos B. Factors influencing suboptimal pathologic margins and re-excision following breast conserving surgery for ductal carcinoma in-situ. Am J Surg 2023; 225:866-870. [PMID: 36894415 DOI: 10.1016/j.amjsurg.2023.02.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/28/2023] [Accepted: 02/24/2023] [Indexed: 02/27/2023]
Abstract
INTRODUCTION Re-excisions following breast conserving surgery (BCS) are common, occurring more frequently in ductal carcinoma in-situ (DCIS) than its' malignant counterpart. Although one quarter of patients with breast cancer will have DCIS, there is limited information available regarding factors predisposing to inadequate pathologic margins, and the need for re-excision. METHODS Retrospective review of patients treated for DCIS between the years 2010-2016 was conducted. Patients with DCIS undergoing BCS were identified and evaluated for demographic and pathologic factors associated with suboptimal pathologic margins and re-excision. Multivariate analysis with Wald Chi-Square testing was performed. RESULTS 241 patients underwent BCS with suboptimal margins (SOM) in 51.7% (123/238), with 27.8% undergoing re-excision (67/241). Tumor size was the most influential variable, positively associated with SOM (OR = 10.25, CI: 5.50-19.13) and re-excision (OR = 6.36, CI: 3.92-10.31). Patient age was inversely associated with SOM (OR = 0.58, CI: 0.39-0.85) and subsequent re-excisions (OR = 0.56, CI: 0.36-0.86). Low tumour grade was associated with re-excision (OR = 1.31, CI: 0.63-2.71), while ER negative disease was associated with SOM (OR = 2.24, CI: 1.21-4.14). DISCUSSION Inadequate pathologic margins following BCS, and subsequent re-excision rates are common in patients with DCIS, and consistent with the literature. Tumour size is the dominant factor driving this occurrence, with patient age and tumour grade also impacting outcomes.
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Affiliation(s)
- Sahej Dhak
- University of British Columbia, Southern Medical Program, 1088 Discovery Ave, Kelowna, BC V1V 1V7, Canada.
| | - Christopher Baliski
- BC Cancer Sindi-Ahluwalia Hawkins Centre for the Southern Interior, 399 Royal Ave, Kelowna, BC V1Y 5L3, Canada.
| | - Brendan Bakos
- BC Cancer Sindi-Ahluwalia Hawkins Centre for the Southern Interior, 399 Royal Ave, Kelowna, BC V1Y 5L3, Canada
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Marinovich ML, Saunders CM, Pereira G, Houssami N. Rates of reoperation after breast conserving cancer surgery in Western Australia before and after publication of the SSO-ASTRO margins guideline. Breast 2023:S0960-9776(23)00013-9. [PMID: 36759253 DOI: 10.1016/j.breast.2023.01.013] [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: 12/06/2022] [Revised: 01/17/2023] [Accepted: 01/24/2023] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND A 2014 SSO-ASTRO guideline on surgical margins aimed to reduce unnecessary reoperation after breast conserving surgery (BCS). We investigate whether publication of the guideline was associated with a reduction in reoperation in Western Australia (WA). METHODS In this retrospective, population-based cohort study, cases of newly-diagnosed breast cancer were identified from the WA Cancer Registry. Linkage to the Hospital Morbidity Data Collection identified index BCS for invasive cancer between January 2009 and June 2018 (N = 8059) and reoperation within 90 days. Pre-guideline (2009-2013) and post-guideline (2014-2018) reoperation proportions were compared, and temporal trends were estimated with generalised linear regression. RESULTS The pre-guideline reoperation proportion was 25.8% compared with 21.7% post-guideline (difference -4.0% [95% CI -5.9, -2.2, p < 0.001], odds ratio [OR] 0.80 [95% CI 0.72, 0.89, p < 0.001]). Absolute reductions were similar for repeat BCS (16.3% versus 14.6%; difference -1.8% [95% CI -3.4, -0.2, p = 0.03]) and conversion to mastectomy (9.4% versus 7.2%; difference -2.2% [95% CI -3.4, -1.0, p < 0.001]). Over the study period, there was an annual absolute change in reoperation of -0.8% (95% CI -1.2, -0.5, p < 0.001). Accounting for this linear trend, the difference in reoperation between time periods was -0.5% (95% CI -4.3, 3.3; p = 0.81), reflecting a non-significant reduction in conversion to mastectomy. CONCLUSIONS Comparisons of pre- versus post-guideline time periods in WA showed reductions in reoperation that were similar to international estimates; however, an annual decline in reoperation predated the guideline. Analyses that do not account for temporal trends are likely to overestimate changes in reoperation associated with the guideline.
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Affiliation(s)
- M Luke Marinovich
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, New South Wales, Australia; Curtin School of Population Health, Curtin University, Kent Street, WA, Australia.
| | - Christobel M Saunders
- Division of Surgery, Medical School, The University of Western Australia, Crawley, WA, Australia; Department of Surgery, Melbourne Medical School, The University of Melbourne, Melbourne, Vic, Australia
| | - Gavin Pereira
- Curtin School of Population Health, Curtin University, Kent Street, WA, Australia
| | - Nehmat Houssami
- The Daffodil Centre, The University of Sydney, a Joint Venture with Cancer Council NSW, Sydney, New South Wales, Australia; Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
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Detection of cultured breast cancer cells from human tumor-derived matrix by differential ion mobility spectrometry. Anal Chim Acta 2022; 1202:339659. [DOI: 10.1016/j.aca.2022.339659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 02/22/2022] [Accepted: 02/25/2022] [Indexed: 11/19/2022]
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Maiju L, Anna A, Artturi V, Teemu T, Anton K, Markus K, Antti V, Antti R, Niku O. Laser desorption tissue imaging with Differential Mobility Spectrometry. Exp Mol Pathol 2022; 125:104759. [PMID: 35337806 DOI: 10.1016/j.yexmp.2022.104759] [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: 09/08/2021] [Revised: 02/27/2022] [Accepted: 03/19/2022] [Indexed: 11/04/2022]
Abstract
Pathological gross examination of breast carcinoma samples is sometimes laborious. A tissue pre-mapping method could indicate neoplastic areas to the pathologist and enable focused sampling. Differential Mobility Spectrometry (DMS) is a rapid and affordable technology for complex gas mixture analysis. We present an automated tissue laser analysis system for imaging approaches (iATLAS), which utilizes a computer-controlled laser evaporator unit coupled with a DMS gas analyzer. The system is demonstrated in the classification of porcine tissue samples and three human breast carcinomas. Tissue samples from eighteen landrace pigs were classified with the system based on a pre-designed matrix (spatial resolution 1-3 mm). The smoke samples were analyzed with DMS, and tissue classification was performed with several machine learning approaches. Porcine skeletal muscle (n = 1030), adipose tissue (n = 1329), normal breast tissue (n = 258), bone (n = 680), and liver (n = 264) were identified with 86% cross-validation (CV) accuracy with a convolutional neural network (CNN) model. Further, a panel tissue that comprised all five tissue types was applied as an independent validation dataset. In this test, 82% classification accuracy with CNN was achieved. An analogous procedure was applied to demonstrate the feasibility of iATLAS in breast cancer imaging according to 1) macroscopically and 2) microscopically annotated data with 10-fold CV and SVM (radial kernel). We reached a classification accuracy of 94%, specificity of 94%, and sensitivity of 93% with the macroscopically annotated data from three breast cancer specimens. The microscopic annotation was applicable to two specimens. For the first specimen, the classification accuracy was 84% (specificity 88% and sensitivity 77%). For the second, the classification accuracy was 72% (specificity 88% and sensitivity 24%). This study presents a promising method for automated tissue imaging in an animal model and lays foundation for breast cancer imaging.
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Affiliation(s)
- Lepomäki Maiju
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Kauppi Campus, Arvo Building, Arvo Ylpön katu 34, 33520 Tampere, Finland; Department of Pathology, Fimlab Laboratories, Arvo Ylpön katu 4, FI-33520 Tampere, Finland.
| | - Anttalainen Anna
- Olfactomics Ltd, Kampusareena, Korkeakoulunkatu 7, FI-33720 Tampere, Finland; Sensor Technology and Biomeasurements, Faculty of Medicine and Health Technology, Tampere University, Hervanta Campus, Sähkötalo Building, Korkeakoulunkatu 3, FI-33720 Tampere, Finland
| | - Vuorinen Artturi
- Sensor Technology and Biomeasurements, Faculty of Medicine and Health Technology, Tampere University, Hervanta Campus, Sähkötalo Building, Korkeakoulunkatu 3, FI-33720 Tampere, Finland
| | - Tolonen Teemu
- Department of Pathology, Fimlab Laboratories, Arvo Ylpön katu 4, FI-33520 Tampere, Finland
| | - Kontunen Anton
- Olfactomics Ltd, Kampusareena, Korkeakoulunkatu 7, FI-33720 Tampere, Finland; Sensor Technology and Biomeasurements, Faculty of Medicine and Health Technology, Tampere University, Hervanta Campus, Sähkötalo Building, Korkeakoulunkatu 3, FI-33720 Tampere, Finland
| | - Karjalainen Markus
- Olfactomics Ltd, Kampusareena, Korkeakoulunkatu 7, FI-33720 Tampere, Finland; Sensor Technology and Biomeasurements, Faculty of Medicine and Health Technology, Tampere University, Hervanta Campus, Sähkötalo Building, Korkeakoulunkatu 3, FI-33720 Tampere, Finland
| | - Vehkaoja Antti
- Sensor Technology and Biomeasurements, Faculty of Medicine and Health Technology, Tampere University, Hervanta Campus, Sähkötalo Building, Korkeakoulunkatu 3, FI-33720 Tampere, Finland
| | - Roine Antti
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Kauppi Campus, Arvo Building, Arvo Ylpön katu 34, 33520 Tampere, Finland; Olfactomics Ltd, Kampusareena, Korkeakoulunkatu 7, FI-33720 Tampere, Finland
| | - Oksala Niku
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Kauppi Campus, Arvo Building, Arvo Ylpön katu 34, 33520 Tampere, Finland; Olfactomics Ltd, Kampusareena, Korkeakoulunkatu 7, FI-33720 Tampere, Finland; Vascular Centre, Tampere University Hospital, Central Hospital, P.O. Box 2000, FI-33521 Tampere, Finland
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Richey WL, Heiselman J, Ringel M, Meszoely IM, Miga MI. Tumor deformation correction for an image guidance system in breast conserving surgery. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2022; 12034:120340K. [PMID: 35611302 PMCID: PMC9126640 DOI: 10.1117/12.2611570] [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 cancer is the most common cancer in women, and surgical resection is standard of care for the majority of breast cancer patients. Unfortunately, current reoperation rates are 10-29%. Uncertainty in lesion localization is one of the main factors contributing to these high reoperation rates. This work uses the linearized iterative boundary reconstruction approach to model patient breast deformation due to abduction of the ipsilateral arm. A preoperative supine magnetic resonance (MR) image was obtained with the patient's arms down near the torso. A mock intraoperative breast shape was measured from a supine MR image obtained with the patient's arm up near the head. Sparse data was subsampled from the full volumetric image to represent realistic intraoperative data collection: surface fiducial points, the intra-fiducial skin surface, and the chest wall as measured with 7 tracked ultrasound images. The deformed preoperative arm-down data was compared to the ground truth arm-up data. From rigid registration to model correction the tumor centroid distance improves from 7.3 mm to 3.3 mm, average surface fiducial error across 9 synthetic fiducials and the nipple improves from 7.4 ± 2.2 to 1.3 ± 0.7, and average subsurface error across 14 corresponding features improves from 6.2 ± 1.4 mm to 3.5 ± 1.1 mm. Using preoperative supine MR imaging and sparse data in the deformed position, this modeling framework can correct for breast shape changes between imaging and surgery to more accurately predict intraoperative position of the tumor as well as 10 surface fiducials and 14 subsurface features.
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Affiliation(s)
- Winona L Richey
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
| | - Jon Heiselman
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
| | - Morgan Ringel
- Vanderbilt University, Department of Biomedical 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
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12
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Lepomäki M, Karhunen-Enckell U, Tuominen J, Kronqvist P, Oksala N, Murtola T, Roine A. Tumor margins that lead to reoperation in breast cancer: A retrospective register study of 4,489 patients. J Surg Oncol 2021; 125:577-588. [PMID: 34779520 PMCID: PMC9298886 DOI: 10.1002/jso.26749] [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: 12/14/2020] [Revised: 10/15/2021] [Accepted: 11/04/2021] [Indexed: 11/15/2022]
Abstract
Background and Objectives Optimal margins for ductal carcinoma in situ (DCIS) remain controversial in breast‐conserving surgery (BCS) and mastectomy. We examine the association of positive margins, reoperations, DCIS and age. Methods A retrospective study of histopathological reports (4489 patients). Margin positivity was defined as ink on tumor for invasive carcinoma. For DCIS, we applied 2 mm anterior and side margin thresholds, and ink on tumor in the posterior margin. Results The incidence of positive side margins was 20% in BCS and 5% in mastectomies (p < 0.001). Of these patients, 68% and 14% underwent a reoperation (p < 0.001). After a positive side margin in BCS, the reoperation rates according to age groups were 74% (<49), 69% (50–64), 68% (65–79), and 42% (80+) (p = 0.013). Of BCS patients with invasive carcinoma in the side margin, 73% were reoperated on. A reoperation was performed in 70% of patients with a close (≤1 mm) DCIS side margin, compared to 43% with a wider (1.1–2 mm) margin (p = 0.002). The reoperation rates were 55% in invasive carcinoma with close DCIS, 66% in close extensive intraductal component (EIC), and 83% in close pure DCIS (p < 0.001). Conclusions Individual assessment as opposed to rigid adherence to guidelines was used in the decision on reoperation.
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Affiliation(s)
- Maiju Lepomäki
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Ulla Karhunen-Enckell
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.,Department of Surgery, Tampere University Hospital, Tampere, Finland
| | - Jalmari Tuominen
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | | | - Niku Oksala
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.,Vascular surgery, Vascular Centre, Tampere University Hospital, Tampere, Finland
| | - Teemu Murtola
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.,Department of Urology, Tays Cancer Center, Tampere University Hospital, Tampere, Finland.,Department of Surgery, Seinäjoki Central Hospital, Seinäjoki, Finland
| | - Antti Roine
- Surgery, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
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13
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Ellbrant J, Gulis K, Plasgård E, Svensjö T, Bendahl PO, Rydén L. Validated prediction model for positive resection margins in breast-conserving surgery based exclusively on preoperative data. BJS Open 2021; 5:6382014. [PMID: 34611702 PMCID: PMC8493005 DOI: 10.1093/bjsopen/zrab092] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 08/17/2021] [Indexed: 12/14/2022] Open
Abstract
Background Positive margins after breast-conserving surgery (BCS) and subsequent second surgery are associated with increased costs and patient discomfort. The aim of this study was to develop a prediction model for positive margins based on risk factors available before surgery. Methods Patients undergoing BCS for in situ or invasive cancer between 2015 and 2016 at site A formed a development cohort; those operated during 2017 in site A and B formed two validation cohorts. MRI was not used routinely. Preoperative radiographic and tumour characteristics and method of operation were collected from patient charts. Multivariable logistic regression was used to develop a prediction model for positive margins including variables with discriminatory capacity identified in a univariable model. The discrimination and calibration of the prediction model was assessed in the validation cohorts, and a nomogram developed. Results There were 432 patients in the development cohort, and 190 and 157 in site A and B validation cohorts respectively. Positive margins were identified in 77 patients (17.8 per cent) in the development cohort. A non-linear transformation of mammographic tumour size and six variables (visible on mammography, ductal carcinoma in situ, lobular invasive cancer, distance from nipple–areola complex, calcification, and type of surgery) were included in the final prediction model, which had an area under the curve of 0.80 (95 per cent c.i. 0.75 to 0.85). The discrimination and calibration of the prediction model was assessed in the validation cohorts, and a nomogram developed. Conclusion The prediction model showed good ability to predict positive margins after BCS and might, after further validation, be used before surgery in centres without the routine use of preoperative MRI. Presented in part to the San Antonio Breast Cancer Symposium, San Antonio, Texas, USA, December 2018 and the Swedish Surgical Society Annual Meeting, Helsingborg, Sweden, August 2018.
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Affiliation(s)
- J Ellbrant
- Department of Surgery, Skåne University Hospital, Malmö, Sweden.,Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden
| | - K Gulis
- Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden.,Department of Surgery, Kristianstad Central Hospital, Kristianstad, Sweden
| | - E Plasgård
- Department of Surgery, Skåne University Hospital, Lund, Sweden
| | - T Svensjö
- Department of Surgery, Kristianstad Central Hospital, Kristianstad, Sweden
| | - P O Bendahl
- Department of Clinical Sciences Lund, Division of Oncology and Pathology, Lund University, Lund, Sweden
| | - L Rydén
- Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden.,Department of Surgery, Skåne University Hospital, Lund, Sweden
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14
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Philpot S, Youl PH, Harden H, Morris M, Furnival C, Dunn N, Moore J, Theile DE. Development and implementation of a population-based breast cancer quality index in Queensland, Australia. J Cancer Policy 2021; 29:100291. [DOI: 10.1016/j.jcpo.2021.100291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 05/16/2021] [Accepted: 05/26/2021] [Indexed: 11/28/2022]
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15
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Richey WL, Heiselman JS, Luo M, Meszoely IM, Miga MI. Impact of deformation on a supine-positioned image-guided breast surgery approach. Int J Comput Assist Radiol Surg 2021; 16:2055-2066. [PMID: 34382176 DOI: 10.1007/s11548-021-02452-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Accepted: 07/06/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE To reduce reoperation rates for image-guided breast-conserving surgery, the enhanced sensitivity of magnetic resonance (MR) supine imaging may be leveraged. However, accurate tissue correspondence between images and their physical counterpart in the surgical presentation is challenging due to breast deformations (e.g., from patient/arm position changes, and operating room table rotation differences). In this study, standard rigid registration methods are employed and tissue deformation is characterized. METHODS On n = 10 healthy breasts, surface displacements were measured by comparing intraoperative fiducial locations as the arm was moved from conventional MR scanning positions (arm-down and arm-up) to the laterally extended surgical configuration. Supine MR images in the arm-down and arm-up positions were registered to mock intraoperative presentations. RESULTS Breast displacements from a supine MR imaging configuration to a mock surgical presentation were 28.9 ± 9.2 mm with shifts occurring primarily in the inferior/superior direction. With respect to supine MR to surgical alignment, the average fiducial, target, and maximum target registration errors were 9.0 ± 1.7 mm, 9.3 ± 1.7 mm, and 20.0 ± 7.6 mm, respectively. Even when maintaining similar arm positions in the MR image and mock surgery, the respective averages were 6.0 ± 1.0 mm, 6.5 ± 1.1 mm, and 12.5 ± 2.8 mm. CONCLUSION From supine MR positioning to surgical presentation, the breast undergoes large displacements (9.9-70.1 mm). The data also suggest that significant nonrigid deformations (9.3 ± 1.7 mm with 20.0 mm average maximum) exist that need to be considered in image guidance and modeling applications.
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Affiliation(s)
- Winona L Richey
- Department of Biomedical Engineering, Vanderbilt University, 1225 Stevenson Center Ln, Nashville, 37235, USA.
- Vanderbilt Institute for Surgery and Engineering, 1161 21st Ave. S, Nashville, 37204, USA.
- Vanderbilt University, 1225 Stevenson Center Ln, Stevenson Center 5824, Nashville, TN, 37240, USA.
| | - Jon S Heiselman
- Department of Biomedical Engineering, Vanderbilt University, 1225 Stevenson Center Ln, Nashville, 37235, USA
- Vanderbilt Institute for Surgery and Engineering, 1161 21st Ave. S, Nashville, 37204, USA
| | - Ma Luo
- Department of Biomedical Engineering, Vanderbilt University, 1225 Stevenson Center Ln, Nashville, 37235, USA
- Vanderbilt Institute for Surgery and Engineering, 1161 21st Ave. S, Nashville, 37204, USA
| | - Ingrid M Meszoely
- Vanderbilt Institute for Surgery and Engineering, 1161 21st Ave. S, Nashville, 37204, USA
- Division of Surgical Oncology, Vanderbilt University Medical Center, 719 Thompson Ln Suite 22100, Nashville, 37232, USA
| | - Michael I Miga
- Department of Biomedical Engineering, Vanderbilt University, 1225 Stevenson Center Ln, Nashville, 37235, USA
- Vanderbilt Institute for Surgery and Engineering, 1161 21st Ave. S, Nashville, 37204, USA
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Medical Center North, 1161 21st Ave. S, Nashville, 37232, USA
- Department of Neurological Surgery, Vanderbilt University Medical Center, 1211 Medical Center Drive, Nashville, TN, 37232, USA
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, 1211 Medical Center Drive, Nashville, TN, 37232, USA
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16
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Shen JG, Wang LB, Jiang ZN, Yuan XM, Zhao WH, Shen J. Value of intraoperative frozen section analysis in re-excision margin evaluation in breast-conserving surgery for cancer: a single institution experience. Indian J Surg 2021. [DOI: 10.1007/s12262-021-02952-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
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17
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Perera N, Bourke AG. The technique and accuracy of breast specimen ultrasound in achieving clear margins in breast conserving surgery. J Med Imaging Radiat Oncol 2020; 64:747-755. [DOI: 10.1111/1754-9485.13077] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 05/29/2020] [Accepted: 06/02/2020] [Indexed: 11/28/2022]
Affiliation(s)
- Natalie Perera
- School of Medicine The University of Western Australia Perth Western Australia Australia
| | - Anita G Bourke
- School of Medicine The University of Western Australia Perth Western Australia Australia
- Breast Centre Department of Diagnostic and Interventional Radiology Sir Charles Gairdner Hospital Perth Western Australia Australia
- BreastScreen WA Perth Western Australia Australia
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18
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Tamburelli F, Ponzone R. The Value of Repeated Breast Surgery as a Quality Indicator in Breast Cancer Care. Ann Surg Oncol 2020; 28:340-352. [PMID: 32524463 DOI: 10.1245/s10434-020-08704-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Indexed: 02/06/2023]
Abstract
Breast-conserving surgery, a major achievement in surgical oncology, has allowed an increasing number of breast cancer patients to avoid the mutilation of mastectomy. However, mastectomy still is performed in certain circumstances although breast-conserving surgery would be equally safe. Many reasons, including patients' and surgeons' personal motivations, influence the decision-making process before the final choice between breast preservation and mastectomy. The importance of quality measurement and reporting in medicine is increasingly recognized, and breast surgery is no exception. The substantial variability of re-excision rates for positive surgical margins after a first attempt at breast-conserving surgery suggests that improvement is possible. Therefore, the re-excision rate has been proposed as a quality metric for assessing and comparing the performance of different institutions. Indeed, re-excision rates can be reduced by actionable factors such as accurate preoperative local staging, localization of occult lesions, and intraoperative assessment of the oriented specimen. However, equally important non-actionable risk factors pertaining the biology, detectability, and resectability of the tumor also should be taken into account. Therefore, if the re-excision rate has to be used as a performance indicator of breast surgical care, critical interpretation of results with accurate case-mix adjustment are mandatory, and reasonable targets must be appropriately set so that surgeons treating patients at higher risk of positive margins are not unduly penalized.
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Affiliation(s)
- Francesca Tamburelli
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy
| | - Riccardo Ponzone
- Gynecological Oncology Unit, Candiolo Cancer Institute, FPO-IRCCS, Candiolo, Italy.
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19
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Richey WL, Heiselman J, Luo M, Meszoely IM, Miga MI. Textual fiducial detection in breast conserving surgery for a near-real time image guidance system. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2020; 11315:113151L. [PMID: 35615574 PMCID: PMC9128753 DOI: 10.1117/12.2550662] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Breast cancer is the most common cancer in American women, and is the second most deadly. Current guidance approaches for breast cancer surgery provide distance to a seed implanted near the tumor centroid. Large deformations between preoperative imaging and surgical presentation, coupled with the lack of tumor extent information leads to difficulty in ensuring complete tumor resection. Here we propose a novel image guidance platform that utilizes character-based fiducials for easy detection and small fiducial points for precise and accurate localization. Our system is work-flow friendly, and near-real time with use of stereo cameras for surface acquisition. Using simple image processing techniques, the proposed technique can localize fiducials and character labels, providing updates without relying on video history. Character based fiducial labels can be recognized and used to determine correspondence between left and right images in a pair of stereo cameras, and frame to frame in a sequence of images during a procedure. Letters can be recognized with 89% accuracy using the MATLAB built in optical character recognition function, and an average of 81% of points can be accurately labeled and localized. The stereo camera system can determine surface points with accuracy below 2mm when compared to optically tracked stylus points. These surface points are incorporated to a four-panel guidance display that includes preoperative supine MR, tracked ultrasound, and a model view of the breast and tumor with respect to optically tracked instrumentation.
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Affiliation(s)
- Winona L Richey
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
| | - Jon Heiselman
- Vanderbilt University, Department of Biomedical Engineering, Nashville, TN USA
| | - Ma Luo
- Vanderbilt University, Department of Biomedical 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
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20
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Landercasper J, Bennie B, Ahmad HF, Linebarger JH. Opportunities to reduce reoperations and to improve inter-facility profiling after initial breast-conserving surgery for cancer. A report from the NCDB. Eur J Surg Oncol 2019; 45:2026-2036. [DOI: 10.1016/j.ejso.2019.07.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/24/2019] [Accepted: 07/02/2019] [Indexed: 12/21/2022] Open
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21
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Landercasper J, Borgert AJ, Fayanju OM, Cody H, Feldman S, Greenberg C, Linebarger J, Pockaj B, Wilke L. Factors Associated with Reoperation in Breast-Conserving Surgery for Cancer: A Prospective Study of American Society of Breast Surgeon Members. Ann Surg Oncol 2019; 26:3321-3336. [PMID: 31342360 PMCID: PMC6733824 DOI: 10.1245/s10434-019-07547-w] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Indexed: 11/18/2022]
Abstract
Background More than 20% of patients undergoing initial breast-conserving surgery (BCS) for cancer require reoperation. To address this concern, the American Society of Breast Surgeons (ASBrS) endorsed 10 processes of care (tools) in 2015 to be considered by surgeons to de-escalate reoperations. In a planned follow-up, we sought to determine which tools were associated with fewer reoperations. Methods A cohort of ASBrS member surgeons prospectively entered data into the ASBrS Mastery® registry on consecutive patients undergoing BCS in 2017. The association between tools and reoperations was estimated via multivariate and hierarchical ranking analyses. Results Seventy-one surgeons reported reoperations in 486 (12.3%) of 3954 cases (mean 12.7% [standard deviation (SD) 7.7%], median 11.5% [range 0–32%]). There was an eightfold difference between surgeons in the 10th and 90th percentile performance groups. Actionable factors associated with fewer reoperations included routine planned cavity side-wall shaves, surgeon use of ultrasound (US), neoadjuvant chemotherapy, intra-operative pathologic margin assessment, and use of a pre-operative diagnostic imaging modality beyond conventional 2D mammography. For patients with invasive cancer, ≥ 24% of those who underwent reexcision did so for reported margins of < 1 or 2 mm, representing noncompliance with the SSO-ASTRO margin guideline. Conclusions Although ASBrS member surgeons had some of the lowest rates of reoperation reported in any registry, significant intersurgeon variability persisted. Further efforts to lower rates are therefore warranted. Opportunities to do so were identified by adopting those processes of care, including improved compliance with the SSO-ASTRO margin guideline, which were associated with fewer reoperations.
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Affiliation(s)
- Jeffrey Landercasper
- Norma J. Vinger Center for Breast Cancer, Gundersen Health System, La Crosse, WI, USA. .,Department of Medical Research, Gundersen Medical Foundation, La Crosse, WI, 54601, USA.
| | - Andrew J Borgert
- Department of Medical Research, Gundersen Medical Foundation, La Crosse, WI, 54601, USA
| | | | - Hiram Cody
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sheldon Feldman
- Montefiore Einstein Center for Cancer Care, Montefiore Medical Center, Bronx, NY, USA
| | - Caprice Greenberg
- University of Wisconsin School of Public Health and Medicine, Madison, WI, USA
| | - Jared Linebarger
- Norma J. Vinger Center for Breast Cancer, Gundersen Health System, La Crosse, WI, USA.,Department of Surgery, Gundersen Health System, La Crosse, WI, USA
| | | | - Lee Wilke
- University of Wisconsin School of Public Health and Medicine, Madison, WI, USA
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22
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Yeo CT, Ring J, Holden MS, Ungi T, Toprak A, Fichtinger G, Zevin B. Surgery Tutor for Computational Assessment of Technical Proficiency in Soft-Tissue Tumor Resection in a Simulated Setting. JOURNAL OF SURGICAL EDUCATION 2019; 76:872-880. [PMID: 30567671 DOI: 10.1016/j.jsurg.2018.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 10/19/2018] [Accepted: 11/18/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND In competency-based medical education, progression between milestones requires reliable and valid methods of assessment. Surgery Tutor is an open-source motion tracking platform developed to objectively assess technical proficiency during open soft-tissue tumor resections in a simulated setting. The objective of our study was to provide evidence in support of construct validity of the scores obtained by Surgery Tutor. We hypothesized that Surgery Tutor would discriminate between novice, intermediate, and experienced operators. METHODS Thirty participants were assigned to novice, intermediate, or experienced groups, based on the number of prior soft-tissue resections performed. Each participant resected 2 palpable and 2 nonpalpable lesions from a soft-tissue phantom. Surgery Tutor was used to track hand and instrument motions, number of tumor breaches, and time to perform each resection. Mass of excised specimens and margin status were also recorded. RESULTS Surgery Tutor scores demonstrated "moderate" to "good" internal structure (test-retest reliability) for novice, intermediate, and experienced groups (interclass correlation coefficient = 0.596, 0.569, 0.737; p < 0.001). Evidence in support of construct validity (consequences) was demonstrated by comparing scores of novice, intermediate, and experienced participantsfor number of hand and instrument motions (690 ± 190, 597 ± 169, 469 ± 110; p < 0.001), number of tumor breaches (29 ± 34, 16 ± 11, 9 ± 6; p < 0.001), time per resection (677 ± 331 seconds, 561 ± 210 seconds, 449 ± 148 seconds; p < 0.001), mass of completely excised specimens (22 ± 7g, 21 ± 11g, 17 ± 6 g; p = 0.035), and rate of positive margin (68%, 50%, 28%; p < 0.001). There was "strong" and "moderate" relationships between motion scores and Objective Structured Assessment of Technical Skill scores, and time per resection and Objective Structured Assessment of Technical Skill scores respectively (r = -0.60, p < 0.001; r = -0.54, p < 0.001). CONCLUSION Surgery Tutor scores demonstrate evidenceof construct validity with regards to good internal structure, consequences, and relationship to other variables in the assessment of technical proficiency duringopen soft-tissue tumor resections in a simulated setting. Utilization of Surgery Tutor can provide formative feedback and objective assessment of surgical proficiency in a simulated setting.
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Affiliation(s)
- Caitlin T Yeo
- Department of Surgery, Queen's University, Kingston, Ontario, Canada.
| | - Justine Ring
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
| | - Matthew S Holden
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
| | - Tamas Ungi
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
| | - Ayca Toprak
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
| | - Gabor Fichtinger
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
| | - Boris Zevin
- Department of Surgery, Queen's University, Kingston, Ontario, Canada
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23
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Houvenaeghel G, Lambaudie E, Bannier M, Rua S, Barrou J, Heinemann M, Buttarelli M, Thomassin Piana J, Cohen M. Positive or close margins: reoperation rate and second conservative resection or total mastectomy? Cancer Manag Res 2019; 11:2507-2516. [PMID: 30992681 PMCID: PMC6445211 DOI: 10.2147/cmar.s190852] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Introduction Reoperation after breast-conserving surgery (BCS) could be proposed for positive or close margins. Reoperation type, re-excision or mastectomy, depends on several factors in relation to patient's and tumor's characteristics. We have analyzed our breast cancer (BC) database in order to determine second and third attempts for BCS and mastectomy rates, as well as associated factors for type of surgery. Methods All patients with BCS between 1995 and 2017 were included. Patient's characteristics, pathologic results, and treatments were analyzed. Reoperation rate, type of reoperation, second reoperation, and associated factors of reoperation, mastectomy, and third intervention were determined. Three periods were determined: P1-P3. Results We analyzed 10,761 patients: 1,161 with ductal carcinoma in situ (DCIS) and 9,600 with invasive BC. The reoperation rate was 41.4% for DCIS and 28.0% for invasive BC. Using multivariate analysis, we identified tumor size >20 mm as being a risk factor for reoperation, whereas age >50 years, P2-3, and some localization decreased reoperation rates. For invasive BC, age >40 years, triple-negative tumors, neoadjuvant chemotherapy, and noncentral tumors decreased reoperation rates and lobular tumor, multifocal tumors, lymphovascular invasion, DCIS component, and Her2-positive tumors increased reoperation rates. For patients requiring reoperation, re-excision was performed in 48.1% (1,523/3,168) and mastectomy was required after first re-excision in 13.46% (205/1,523). For DCIS, mastectomy rates were higher for grade 2 and tumor ≥20 mm. For invasive BC, mastectomy rates were higher for lobular, multifocal, ≥20 mm, Her2-positive tumors and diffuse positive margins and lower for age >50 years and during the last period. Even if interval time between surgery and adjuvant treatments was higher for patients with reoperation, survival rates were not different between patients with and without reoperation. Conclusion A decrease in reoperation and mastectomy rates had been reported with several associated factors. A third intervention with mastectomy was required in 13.5% of patients. This information should be done in case of reoperation.
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Affiliation(s)
- Gilles Houvenaeghel
- Department of Surgical Oncology, Paoli Calmettes Institute and CRCM, CNRS, INSERM, Aix Marseille Université, 13009 Marseille, France,
| | - Eric Lambaudie
- Department of Surgical Oncology, Paoli Calmettes Institute and CRCM, CNRS, INSERM, Aix Marseille Université, 13009 Marseille, France,
| | - Marie Bannier
- Department of Surgical Oncology, Paoli Calmettes Institute, 13009 Marseille, France
| | - Sandrine Rua
- Department of Surgical Oncology, Paoli Calmettes Institute, 13009 Marseille, France
| | - Julien Barrou
- Department of Surgical Oncology, Paoli Calmettes Institute, 13009 Marseille, France
| | - Mellie Heinemann
- Department of Surgical Oncology, Paoli Calmettes Institute and CRCM, CNRS, INSERM, Aix Marseille Université, 13009 Marseille, France,
| | - Max Buttarelli
- Department of Surgical Oncology, Paoli Calmettes Institute, 13009 Marseille, France
| | - Jeanne Thomassin Piana
- Department of Pathology, Paoli Calmettes Institute and CRCM, CNRS, INSERM, 13009 Marseille, France
| | - Monique Cohen
- Department of Surgical Oncology, Paoli Calmettes Institute, 13009 Marseille, France
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24
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Havel L, Naik H, Ramirez L, Morrow M, Landercasper J. Impact of the SSO-ASTRO Margin Guideline on Rates of Re-excision After Lumpectomy for Breast Cancer: A Meta-analysis. Ann Surg Oncol 2019; 26:1238-1244. [DOI: 10.1245/s10434-019-07247-5] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Indexed: 12/12/2022]
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25
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Sutinen M, Kontunen A, Karjalainen M, Kiiski J, Hannus J, Tolonen T, Roine A, Oksala N. Identification of breast tumors from diathermy smoke by differential ion mobility spectrometry. Eur J Surg Oncol 2019; 45:141-146. [DOI: 10.1016/j.ejso.2018.09.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 09/24/2018] [Indexed: 12/17/2022] Open
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26
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Landercasper J. Why Do Reoperation Rates Vary So Much After Lumpectomy for Breast Cancer? Examining the Reoperation Puzzle at the Massachusetts General Hospital. Ann Surg Oncol 2018; 25:2506-2508. [DOI: 10.1245/s10434-018-6609-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Indexed: 11/18/2022]
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