Lowry S R
Spectroscopy Research Center, Nicolet Instruments Corp., Madison, WI 53711, USA.
Cell Mol Biol (Noisy-le-grand). 1998 Feb;44(1):169-77.
The screening technique developed by Dr. Papanicolau for cervical cancer has significantly increased opportunities for early detection and treatment of this disease. Recently there has been a great deal of concern related to the accuracy of the Pap smear screening technique for cervical cancer and the need for highly skilled technologists to reliably examine the prepared samples. The use of infrared spectroscopy as a technique to discriminate between normal and malignant cervical cell samples has been reported by several research groups. Samples of cervical cells can be prepared for spectroscopic diagnosis by centrifuging cells obtained by the normal Pap smear technique and applying them to an infrared transparent window. A major concern with diagnosis by infrared spectroscopy is the homogeneity of the sample and whether the spectral features used in the analysis are caused by localized groups of cells or can be attributed to the majority of the cells in the sample. In this paper we report on the use of automated infrared microscopic mapping techniques to measure the infrared spectra at fixed intervals across the sample covering a 5 mm spot. Various post processing techniques have been applied to the spectral results to create images revealing specific features of the sample. The techniques applied to the data include: 1) Baseline corrected peak height; 2) Band ratioing to compensate for thickness; 3) Correlation metrics; 4) Similarity matching, and 5) Mahalanobis distance classification algorithm.
帕潘尼古拉乌博士研发的宫颈癌筛查技术显著增加了该疾病早期检测和治疗的机会。最近,人们对宫颈癌巴氏涂片筛查技术的准确性以及对需要高技能技术人员来可靠检查制备好的样本这一情况极为关注。几个研究小组报告了使用红外光谱技术来区分正常和恶性宫颈细胞样本。宫颈细胞样本可通过对用常规巴氏涂片技术获取的细胞进行离心,并将其应用于红外透明窗口来制备用于光谱诊断。红外光谱诊断的一个主要问题是样本的均匀性,以及分析中使用的光谱特征是由局部细胞群引起的,还是可归因于样本中的大多数细胞。在本文中,我们报告了使用自动红外显微镜映射技术在覆盖5毫米光斑的样本上以固定间隔测量红外光谱。已将各种后处理技术应用于光谱结果以创建揭示样本特定特征的图像。应用于数据的技术包括:1)基线校正峰高;2)用于补偿厚度的波段比率;3)相关度量;4)相似性匹配,以及5)马氏距离分类算法。