Scanning elastic scattering spectroscopy detects metastatic breast cancer in sentinel lymph nodes

被引:21
作者
Austwick, Martin R. [1 ]
Clark, Benjamin [1 ]
Mosse, Charles A. [1 ]
Johnson, Kristie [1 ]
Chicken, D. Wayne [1 ,2 ]
Somasundaram, Santosh K. [1 ,2 ]
Calabro, Katherine W. [3 ,4 ]
Zhu, Ying [1 ,5 ]
Falzon, Mary [6 ]
Kocjan, Gabrijela [6 ]
Fearn, Tom [5 ]
Bown, Stephen G. [1 ]
Bigio, Irving J. [3 ,4 ]
Keshtgar, Mohammed R. S. [7 ]
机构
[1] UCL, Natl Med Laser Ctr, London W1W 7EJ, England
[2] UCL, Div Surg & Intervent Sci, London W1W 7EJ, England
[3] Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
[4] Boston Univ, Dept Elect Engn, Boston, MA 02215 USA
[5] UCL, Dept Stat Sci, London W1W 7EJ, England
[6] UCL, Dept Histol, London W1W 7EJ, England
[7] Royal Free Hosp, Sch Med, London, England
基金
美国国家卫生研究院;
关键词
elastic scattering spectroscopy; backscattering; breast cancer; sentinel lymph node biopsy; IMPRINT CYTOLOGY; BIOPSY; REFLECTANCE; VALIDATION; DYSPLASIA;
D O I
10.1117/1.3463005
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A novel method for rapidly detecting metastatic breast cancer within excised sentinel lymph node(s) of the axilla is presented. Elastic scattering spectroscopy (ESS) is a point-contact technique that collects broadband optical spectra sensitive to absorption and scattering within the tissue. A statistical discrimination algorithm was generated from a training set of nearly 3000 clinical spectra and used to test clinical spectra collected from an independent set of nodes. Freshly excised nodes were bivalved and mounted under a fiber-optic plate. Stepper motors raster-scanned a fiber-optic probe over the plate to interrogate the node's cut surface, creating a 20 x 20 grid of spectra. These spectra were analyzed to create a map of cancer risk across the node surface. Rules were developed to convert these maps to a prediction for the presence of cancer in the node. Using these analyses, a leave-one-out cross-validation to optimize discrimination parameters on 128 scanned nodes gave a sensitivity of 69% for detection of clinically relevant metastases (71% for macrometastases) and a specificity of 96%, comparable to literature results for touch imprint cytology, a standard technique for intra-operative diagnosis. ESS has the advantage of not requiring a pathologist to review the tissue sample. (C) 2010 Society of Photo-Optical Instrumentation Engineers. [DOI: 10.1117/1.3463005]
引用
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页数:8
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