Scanning elastic scattering spectroscopy detects metastatic breast cancer in sentinel lymph nodes
Source: J. Biomed. Opt. 15, 047001 (2010); doi:10.1117/1.3463005
Published 16 July 2010
KEYWORDS and PACS
biological tissues,
bio-optics,
cancer,
gynaecology,
image classification,
iterative methods,
light scattering,
medical image processing,
patient diagnosis,
surgery
- 87.64.Cc
Scattering of visible, uv, and infrared radiation (spectroscopic/microscopic techniques in biophysics/medical physics) - YEAR: 2010
PUBLICATION DATA
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 20×20 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 intraoperative diagnosis. ESS has the advantage of not requiring a pathologist to review the tissue sample.
©2010 Society of Photo-Optical Instrumentation Engineers
| History: | Received 15 December 2009; revised 12 May 2010; accepted 14 May 2010; published 16 July 2010 |
| Permalink: | http://dx.doi.org/10.1117/1.3463005 |
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