University College London, National Medical Laser Centre, London, United Kingdom.
J Biomed Opt. 2010 Jul-Aug;15(4):047001. doi: 10.1117/1.3463005.
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 20x20 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.
提出了一种在腋窝切除的前哨淋巴结中快速检测转移性乳腺癌的新方法。弹性散射光谱(ESS)是一种点接触技术,可收集对组织内吸收和散射敏感的宽带光光谱。从近 3000 个临床光谱的训练集中生成了一个统计判别算法,并用于测试从独立节点集收集的临床光谱。新鲜切除的淋巴结被分成两半并安装在光纤板下。步进电机在板上扫描光纤探头,以询问节点的切割表面,从而创建一个 20x20 的光谱网格。分析这些光谱以创建整个节点表面的癌症风险图。制定了规则将这些图谱转换为节点中存在癌症的预测。使用这些分析,对 128 个扫描节点进行一次留一法交叉验证以优化判别参数,可检测到临床上相关的转移灶的灵敏度为 69%(大转移灶为 71%),特异性为 96%,与术中诊断的标准技术触印细胞学的文献结果相当。ESS 的优点是不需要病理学家来检查组织样本。