Nieman Linda T, Kan Chih-Wen, Gillenwater Ann, Markey Mia K, Sokolov Konstantin
The University of Texas M. D. Anderson Cancer Center, Department of Biomedical Engineering, 1515 Holcombe Boulevard, Houston, Texas 77030, USA.
J Biomed Opt. 2008 Mar-Apr;13(2):024011. doi: 10.1117/1.2907450.
We report the results of an oral cavity pilot clinical trial to detect early precancer and cancer using a fiber optic probe with obliquely oriented collection fibers that preferentially probe local tissue morphology and heterogeneity using oblique polarized reflectance spectroscopy (OPRS). We extract epithelial cell nuclear sizes and 10 spectral features. These features are analyzed independently and in combination to assess the best metrics for separation of diagnostic classes. Without stratifying the data according to anatomical location or level of keratinization, OPRS is found to be sensitive to four diagnostic categories: normal, benign, mild dysplasia, high-grade dysplasia, and carcinoma. Using linear discriminant analysis, separation of normal from high-grade dysplasia and carcinoma yield a sensitivity and specificity of 90 and 86%, respectively. Discrimination of morphologically similar lesions such as normal from mild dysplasia is achieved with a sensitivity of 75% and specificity of 73%. Separation of visually indistinguishable benign lesions from high-grade dysplasia and carcinoma is achieved with good sensitivity (100%) and specificity (85%), while separation of benign from mild dysplasia gives a sensitivity of 92% and a specificity of 69%. These promising results suggest that OPRS has the potential to aid screening and diagnosis of oral precancer and cancer.
我们报告了一项口腔试点临床试验的结果,该试验使用带有倾斜排列收集光纤的光纤探头,通过倾斜偏振反射光谱(OPRS)优先探测局部组织形态和异质性,以检测早期癌前病变和癌症。我们提取了上皮细胞核大小和10个光谱特征。对这些特征进行独立分析和综合分析,以评估区分诊断类别的最佳指标。在不根据解剖位置或角化程度对数据进行分层的情况下,发现OPRS对四种诊断类别敏感:正常、良性、轻度发育异常、高级别发育异常和癌。使用线性判别分析,将正常与高级别发育异常和癌区分开来,敏感性和特异性分别为90%和86%。区分形态学上相似的病变,如正常与轻度发育异常,敏感性为75%,特异性为73%。将视觉上难以区分的良性病变与高级别发育异常和癌区分开来,敏感性良好(100%),特异性为85%,而将良性与轻度发育异常区分开来,敏感性为92%,特异性为69%。这些有前景的结果表明,OPRS有潜力辅助口腔癌前病变和癌症的筛查和诊断。