Intra-operative spectroscopic assessment of surgical margins during breast conserving surgery

被引:64
作者
Shipp, Dustin W. [1 ]
Rakha, Emad A. [2 ]
Koloydenko, Alexey A. [3 ]
Macmillan, R. Douglas [4 ]
Ellis, Ian O. [2 ]
Notingher, Ioan [1 ]
机构
[1] Univ Nottingham, Sch Phys & Astron, Nottingham NG7 2RD, England
[2] Univ Nottingham, Sch Med, Div Oncol, Nottingham NG5 1PB, England
[3] Royal Holloway Univ London, Math Dept, Egham TW20 0EX, Surrey, England
[4] Nottingham Univ Hosp NHS Trust, Nottingham Breast Inst, Nottingham NG5 1PB, England
基金
英国工程与自然科学研究理事会;
关键词
Auto-fluorescence; Breast cancer; Raman spectroscopy; Intra-operative margin evaluation; RAMAN-SPECTROSCOPY; AMERICAN SOCIETY; DIAGNOSIS; CANCER; TISSUE; TUMOR; LUMPECTOMY; EXCISION;
D O I
10.1186/s13058-018-1002-2
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: In over 20% of breast conserving operations, postoperative pathological assessment of the excised tissue reveals positive margins, requiring additional surgery. Current techniques for intra-operative assessment of tumor margins are insufficient in accuracy or resolution to reliably detect small tumors. There is a distinct need for a fast technique to accurately identify tumors smaller than 1 mm(2) in large tissue surfaces within 30 min. Methods: Multi-modal spectral histopathology (MSH), a multimodal imaging technique combining tissue auto-fluorescence and Raman spectroscopy was used to detect microscopic residual tumor at the surface of the excised breast tissue. New algorithms were developed to optimally utilize auto-fluorescence images to guide Raman measurements and achieve the required detection accuracy over large tissue surfaces (up to 4x6.5 cm(2)). Algorithms were trained on 91 breast tissue samples from 65 patients. Results: Independent tests on 121 samples from 107 patients - including 51 fresh, whole excision specimens - detected breast carcinoma on the tissue surface with 95% sensitivity and 82% specificity. One surface of each uncut excision specimen was measured in 12-24 min. The combination of high spatial-resolution autofluorescence with specific diagnosis by Raman spectroscopy allows reliable detection even for invasive carcinoma or ductal carcinoma in situ smaller than 1 mm(2). Conclusions: This study provides evidence that this multimodal approach could provide an objective tool for intra-operative assessment of breast conserving surgery margins, reducing the risk for unnecessary second operations.
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页数:14
相关论文
共 44 条
[1]  
Assayag O, 2014, TECHNOL CANCER RES T, V13, P455, DOI [10.7785/tcrt.2013.600254, 10.7785/tcrtexpress.2013.600254]
[2]   Application of Raman Spectroscopy to Identify Microcalcifications and Underlying Breast Lesions at Stereotactic Core Needle Biopsy [J].
Barman, Ishan ;
Dingari, Narahara Chari ;
Saha, Anushree ;
McGee, Sasha ;
Galindo, Luis H. ;
Liu, Wendy ;
Plecha, Donna ;
Klein, Nina ;
Dasari, Ramachandra Rao ;
Fitzmaurice, Maryann .
CANCER RESEARCH, 2013, 73 (11) :3206-3215
[3]   Method for automated background subtraction from Raman spectra containing known contaminants [J].
Beier, Brooke D. ;
Berger, Andrew J. .
ANALYST, 2009, 134 (06) :1198-1202
[4]   Diagnosis of breast cancer using elastic-scattering spectroscopy: preliminary clinical results [J].
Bigio, IJ ;
Bown, SG ;
Briggs, G ;
Kelley, C ;
Lakhani, S ;
Pickard, D ;
Ripley, PM ;
Rose, IG ;
Saunders, C .
JOURNAL OF BIOMEDICAL OPTICS, 2000, 5 (02) :221-228
[5]   Automated multimodal spectral histopathology for quantitative diagnosis of residual tumour during basal cell carcinoma surgery [J].
Boitor, Radu ;
Kong, Kenny ;
Shipp, Dustin ;
Varma, Sandeep ;
Koloydenko, Alexey ;
Kulkarni, Kusum ;
Elsheikh, Somaia ;
Schut, Tom Bakker ;
Caspers, Peter ;
Puppels, Gerwin ;
van der Wolf, Martin ;
Sokolova, Elena ;
Nijsten, T. E. C. ;
Salence, Brogan ;
Williams, Hywel ;
Notingher, Ioan .
BIOMEDICAL OPTICS EXPRESS, 2017, 8 (12) :5749-5766
[6]   Spectrally encoded confocal microscopy for diagnosing breast cancer in excision and margin specimens [J].
Brachtel, Elena F. ;
Johnson, Nicole B. ;
Huck, Amelia E. ;
Rice-Stitt, Travis L. ;
Vangel, Mark G. ;
Smith, Barbara L. ;
Tearney, Guillermo J. ;
Kang, Dongkyun .
LABORATORY INVESTIGATION, 2016, 96 (04) :459-467
[7]   A Randomized, Controlled Trial of Cavity Shave Margins in Breast Cancer [J].
Chagpar, Anees B. ;
Killelea, Brigid K. ;
Tsangaris, Theodore N. ;
Butler, Meghan ;
Stavris, Karen ;
Li, Fangyong ;
Yao, Xiaopan ;
Bossuyt, Veerle ;
Harigopal, Malini ;
Lannin, Donald R. ;
Pusztai, Lajos ;
Horowitz, Nina R. .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 373 (06) :503-510
[8]   A Subcutaneous Raman Needle Probe [J].
Day, John C. C. ;
Stone, Nicholas .
APPLIED SPECTROSCOPY, 2013, 67 (03) :349-354
[9]   Fat/water ratios measured with diffuse reflectance spectroscopy to detect breast tumor boundaries [J].
de Boer, L. L. ;
Molenkamp, B. G. ;
Bydlon, T. M. ;
Hendriks, B. H. W. ;
Wesseling, J. ;
Sterenborg, H. J. C. M. ;
Ruers, T. J. M. .
BREAST CANCER RESEARCH AND TREATMENT, 2015, 152 (03) :509-518
[10]   Intra-operative assessment of excised breast tumour margins using ClearEdge imaging device [J].
Dixon, J. M. ;
Renshaw, L. ;
Young, O. ;
Kulkarni, D. ;
Saleem, T. ;
Sarfaty, M. ;
Sreenivasan, R. ;
Kusnick, C. ;
Thomas, J. ;
Williams, L. J. .
EJSO, 2016, 42 (12) :1834-1840