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Original Investigation| Volume 25, ISSUE 3, P279-287, March 2018

Optical Coherence Tomography

A Novel Imaging Method for Post-lumpectomy Breast Margin Assessment—A Multi-reader Study
Published:November 22, 2017DOI:https://doi.org/10.1016/j.acra.2017.09.018

      Rationale and Objectives

      This study aimed to assess whether different breast cancer subspecialty physicians can be trained to distinguish non-suspicious from suspicious areas of post-lumpectomy specimen margin in patients with breast cancer using optical coherence tomography (OCT) images (a near-infrared based imaging technique) with final histology as the reference standard.

      Materials and Methods

      This institutional review board-exempt, Health Insurance Portability and Accountability Act-compliant study was performed on 63 surgically excised breast specimens from 35 female patients, creating a 90-case atlas containing both non-suspicious and suspicious areas for cancer. OCT images of the specimens were performed, providing 6.5–15 µm resolution with tissue visualization 1–2 mm subsurface. From the 90-case atlas, 40 cases were chosen for training and 40 were randomly selected for reader assessment. Three breast imaging radiologists, two pathologists, two breast surgeons, and one non-clinical reader were trained and assessed for ability to distinguish non-suspicious from suspicious findings blinded to clinical data and corresponding histology slides. Duration of training and assessment, sensitivity, specificity, positive predictive value, negative predictive value, and the area under the curve for each reader were calculated as well as averages by subspecialty.

      Results

      The average training time was 3.4 hours (standard deviation, 1.2). The average assessment time was 1.9 hours (standard deviation, 0.7). The overall average reader sensitivity, specificity, and accuracy for detecting suspicious findings with histologic confirmation of cancer at the surgical margin for all eight readers were 80%, 87%, and 87%, respectively. Radiologists demonstrated the highest average among the disciplines, 85%, 93%, and 94%, followed by pathologists, 79%, 90%, and 84%, and surgeons, 76%, 84%, and 82% respectively.

      Conclusions

      With relatively short training (3.4 hours), readers from different medical specialties were able to distinguish suspicious from non-suspicious OCT imaging findings in ex vivo breast tissue as confirmed by histology. These results support the potential of OCT as a real-time intraoperative tool for post-lumpectomy specimen margin assessment.
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      References

        • Bolshinsky V.
        • Lin M.J.
        • Serpell J.
        • et al.
        Frequency of residual melanoma in wide local excision (WLE) specimens after complete excisional biopsy.
        J Am Acad Dermatol. 2016; 74: 102-107
        • Pessaux P.
        • Pocard M.
        • Elias D.
        • et al.
        Surgical management of primary anorectal melanoma.
        Br J Surg. 2004; 91: 1183-1187
        • Moore B.M.
        • Savdie R.
        • Pebenito R.A.
        • et al.
        The impact of nerve sparing on incidence and location of positive surgical margins in radical prostatectomy.
        BJU Int. 2012; 109: 533-538
        • Wong J.S.
        • Kaelin C.M.
        • Troyan S.L.
        • et al.
        Prospective study of wide excision alone for ductal carcinoma in situ of the breast.
        J Clin Oncol. 2006; 24: 1031-1036
        • Clough K.B.
        • Lewis J.S.
        • Couturaud B.
        • et al.
        Oncoplastic techniques allow extensive resections for breast-conserving therapy of breast carcinomas.
        Ann Surg. 2003; 237: 26-34
        • McCready D.
        • Holloway C.
        • Shelley W.
        • et al.
        Surgical management of early stage invasive breast cancer: a practice guideline.
        Can J Surg. 2005; 48: 185-194
        • Landercasper J.
        • Attai D.
        • Atisha D.
        • et al.
        Toolbox to reduce lumpectomy reoperations and improve cosmetic outcome in breast cancer patients: the American Society of Breast Surgeons Consensus Conference.
        Ann Surg Oncol. 2015; : 1-10
        • Houssami N.
        • Macaskill P.
        • Luke Marinovich M.
        • et al.
        The association of surgical margins and local recurrence in women with early-stage invasive breast cancer treated with breast-conserving therapy: a meta-analysis.
        Ann Surg Oncol. 2014; 21: 717-730
        • Houssami N.
        • Morrow M.
        Margins in breast conservation: a clinician's perspective and what the literature tells us.
        J Surg Oncol. 2014; 110: 2-7
        • Azu M.
        • Abrahamse P.
        • Katz S.J.
        • et al.
        What is an adequate margin for breast-conserving surgery? Surgeon attitudes and correlates.
        Ann Surg Oncol. 2010; 17: 558-563
        • Xue D.Q.
        • Qian C.
        • Yang L.
        • et al.
        Risk factors for surgical site infections after breast surgery: a systematic review and meta-analysis.
        Eur J Surg Oncol. 2012; 38: 375-381
        • Al-Ghazal S.K.
        • Fallowfield L.
        • Blamey R.W.
        Does cosmetic outcome from treatment of primary breast cancer influence psychosocial morbidity?.
        Eur J Surg Oncol. 1999; 25: 571-573
        • Landercasper J.
        • Tafra L.
        The relationship between quality and cost during the perioperative breast cancer episode of care.
        Breast. 2010; 19: 289-296
        • Jeevan R.
        • Cromwell D.A.
        • Trivella M.
        • et al.
        Reoperation rates after breast conserving surgery for breast cancer among women in England: retrospective study of hospital episode statistics.
        BMJ. 2012; 345: 4505
        • Landercasper J.
        • Whitacre E.
        • Degnim A.C.
        • et al.
        Reasons for re-excision after lumpectomy for breast cancer: insight from the American Society of Breast Surgeons Mastery (SM) database.
        Ann Surg Oncol. 2014; 21: 3185-3191https://doi.org/10.1245/s10434-014-3905-1
        • Morrow M.
        • Jagsi R.
        • Alderman A.K.
        • et al.
        Surgeon recommendations and receipt of mastectomy for treatment of breast cancer.
        JAMA. 2009; 302: 1551-1556
        • Waljee J.F.
        • Hu E.S.
        • Newman L.A.
        • et al.
        Predictors of re-excision among women undergoing breast-conserving surgery for cancer.
        Ann Surg Oncol. 2008; 15: 1297-1303
        • McCahill L.E.
        Variability in reexcision following breast conservation surgery.
        JAMA. 2012; 307: 467-475https://doi.org/10.1001/jama.2012.43
        • Moran M.S.
        • Schnitt S.J.
        • Giuliano A.E.
        • et al.
        Society of Surgical Oncology–American Society for Radiation Oncology consensus guideline on margins for breast-conserving surgery with whole-breast irradiation in stages I and II invasive breast cancer.
        Ann Surg Oncol. 2014; 21: 704-716
        • Lovrics P.J.
        • Gordon M.
        • Cornacchi S.D.
        • et al.
        Practice patterns and perceptions of margin status for breast conserving surgery for breast carcinoma: National Survey of Canadian General Surgeons.
        Breast. 2012; 21: 730-734
        • Parvez E.
        • Hodgson N.
        • Cornacchi S.D.
        • et al.
        Survey of American and Canadian general surgeons' perceptions of margin status and practice patterns for breast conserving surgery.
        Breast J. 2014; 20: 481-488
        • Creager A.J.
        • Shaw J.A.
        • Young P.R.
        • et al.
        Intraoperative evaluation of lumpectomy margins by imprint cytology with histologic correlation: a community hospital experience.
        Arch Pathol Lab Med. 2002; 126: 846-848
        • Sumiyoshi K.
        • Nohara T.
        • Iwamoto M.
        • et al.
        Usefulness of intraoperative touch smear cytology in breast-conserving surgery.
        Exp Ther Med. 2010; 1: 641-645
        • Thill M.
        • Baumann K.
        • Barinoff J.
        Intraoperative assessment of margins in breast conservative surgery—still in use?.
        J Surg Oncol. 2014; 110: 15-20
        • Lester S.C.
        Manual of surgical pathology: expert consult.
        Elsevier Saunders, Philadelphia, PA2010
        • Krekel N.M.A.
        • Haloua M.H.
        • Lopes Cardozo A.M.F.
        • et al.
        Intraoperative ultrasound guidance for palpable breast cancer excision (COBALT trial): a multicentre, randomised controlled trial.
        Lancet Oncol. 2013; 14: 48-54
        • St John E.R.
        • Al-Khudairi R.
        • Ashrafian H.
        • et al.
        Diagnostic accuracy of intraoperative techniques for margin assessment in breast cancer surgery: a meta-analysis.
        Ann Surg. 2016; 265: 300-310
        • Mazouni C.
        • Rouzier R.
        • Balleyguier C.
        • et al.
        Specimen radiography as predictor of resection margin status in non-palpable breast lesions.
        Clin Radiol. 2006; 61: 789-796
        • Thill M.
        • Röder K.
        • Diedrich K.
        • et al.
        Intraoperative assessment of surgical margins during breast conserving surgery of ductal carcinoma in situ by use of radiofrequency spectroscopy.
        Breast. 2011; 20: 579-580
        • Cendán J.C.
        • Coco D.
        • Copeland E.M.
        Accuracy of intraoperative frozen-section analysis of breast cancer lumpectomy-bed margins.
        J Am Coll Surg. 2005; 201: 194-198
        • Britton P.D.
        • Sonoda L.I.
        • Yamamoto A.K.
        • et al.
        Breast surgical specimen radiographs: how reliable are they?.
        Eur J Radiol. 2011; 79: 245-249
        • Drexler W.
        • Fujimoto J.G.
        Optical coherence tomography: technology and applications.
        2nd ed. Springer International Publishing, 2015
        • Tearney G.J.
        • Regar E.
        • Akasaka T.
        • et al.
        Consensus standards for acquisition, measurement, and reporting of intravascular optical coherence tomography studies: a report from the International Working Group for Intravascular Optical Coherence Tomography Standardization and Validation.
        J Am Coll Cardiol. 2012; 59: 1058-1072
        • Guagliumi G.
        • Sirbu V.
        Optical coherence tomography: high resolution intravascular imaging to evaluate vascular healing after coronary stenting.
        Catheter Cardiovasc Interv. 2008; 72: 237-247https://doi.org/10.1002/ccd.21606
        • Nguyen F.T.
        • Zysk A.M.
        • Chaney E.J.
        • et al.
        Intraoperative evaluation of breast tumor margins with optical coherence tomography.
        Cancer Res. 2009; 69: 8790-8796
        • Kennedy B.F.
        • McLaughlin R.A.
        • Kennedy K.M.
        • et al.
        Investigation of optical coherence microelastography as a method to visualize cancers in human breast tissue.
        Cancer Res. 2015; 75: 3236-3245
        • South F.A.
        • Chaney E.J.
        • Marjanovic M.
        • et al.
        Differentiation of ex vivo human breast tissue using polarization-sensitive optical coherence tomography.
        Biomed Opt Express. 2014; 5: 3417-3426
        • Nguyen F.T.
        • Zysk A.M.
        • Chaney E.J.
        • et al.
        Optical coherence tomography: the intraoperative assessment of lymph nodes in breast cancer.
        IEEE Eng Med Biol Mag. 2010; 29: 63-70
        • Vakoc B.J.
        • Fukumura D.
        • Jain R.K.
        • et al.
        Cancer imaging by optical coherence tomography: preclinical progress and clinical potential.
        Nat Rev Cancer. 2012; 12: 363-368
        • Yao X.
        • Gan Y.
        • Chang E.
        • et al.
        Visualization and tissue classification of human breast cancer images using ultrahigh-resolution OCT.
        Lasers Surg Med. 2017; 49: 258-269https://doi.org/10.1002/lsm.22654
        • Obuchowski N.A.
        Receiver operating characteristic curves and their use in radiology.
        Radiology. 2003; 229: 3-8
        • Altman D.G.
        Practical statistics for medical research.
        Chapman and Hall, London1999
        • Papa M.
        • Allweis T.
        • Karni T.
        • et al.
        An intraoperative MRI system for margin assessment in breast conserving surgery: initial results from a novel technique.
        J Surg Oncol. 2016; : 22-26
        • Dashevsky B.Z.
        • D'Alfonso T.
        • Sutton E.J.
        • et al.
        The potential of high resolution magnetic resonance microscopy in the pathologic analysis of resected breast and lymph tissue.
        Sci Rep. 2015; 5: 174351-174358
        • Dixon J.M.
        • Renshaw L.
        • Young O.
        • et al.
        Intra-operative assessment of excised breast tumour margins using ClearEdge imaging device.
        Eur J Surg Oncol. 2016; : 1-7
        • Haka A.S.
        • Volynskaya Z.
        • Gardecki J.A.
        • et al.
        In vivo margin assessment during partial mastectomy breast surgery using Raman spectroscopy.
        Cancer Res. 2006; 66: 3317-3322
        • Brachtel E.F.
        • Johnson N.B.
        • Huck A.E.
        • et al.
        Spectrally encoded confocal microscopy for diagnosing breast cancer in excision and margin specimens.
        Lab Invest. 2016; 96: 459-467
        • Nichols B.S.
        • Schindler C.E.
        • Brown J.Q.
        • et al.
        A quantitative diffuse reflectance imaging (QDRI) system for comprehensive surveillance of the morphological landscape in breast tumor margins.
        PLoS ONE. 2015; 10: 1-26
        • Mohs A.M.
        • Mancini M.C.
        • Singhal S.
        • et al.
        Hand-held spectroscopic device for in vivo and intraoperative tumor detection: contrast enhancement, detection sensitivity, and tissue penetration.
        Anal Chem. 2010; 82: 9058-9065
        • Zysk A.M.
        • Chen K.
        • Gabrielson E.
        • et al.
        Intraoperative assessment of final margins with a handheld optical imaging probe during breast-conserving surgery may reduce the reoperation rate: results of a multicenter study.
        Ann Surg Oncol. 2015; : 3356-3362
        • Assayag O.
        • Antoine M.
        • Sigal-Zafrani B.
        Large field, high resolution full field optical coherence tomography: a pre-clinical study of human breast tissue and cancer assessment.
        Technol Cancer Res Treat. 2014; 13: 455-468
        • Schnabel F.
        • Boolbol S.K.
        • Gittleman M.
        • et al.
        A randomized prospective study of lumpectomy margin assessment with use of MarginProbe in patients with nonpalpable breast malignancies.
        Ann Surg Oncol. 2014; 21: 1589-1595