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衰减全反射-傅里叶变换红外光谱显微术及类相关软独立建模用于结肠癌诊断

Diagnosis of colon cancer by attenuated total reflectance-Fourier transform infrared microspectroscopy and soft independent modeling of class analogy.

作者信息

Khanmohammadi Mohammadreza, Garmarudi Amir Bagheri, Ghasemi Keyvan, Jaliseh Hadigheh Kazemi, Kaviani Ahmad

机构信息

Chemistry Department, Faculty of Science, Imam Khomeini International University, P.O. Box 288, Qazvin, Iran.

出版信息

Med Oncol. 2009;26(3):292-7. doi: 10.1007/s12032-008-9118-3. Epub 2008 Nov 7.

Abstract

This study tries to demonstrate that attenuated total reflectance-fourier transform infrared (ATR-FTIR) microspectroscopy in combination with chemometric methods can reliably distinguish malignant colon tissues from healthy ones. It is important to explore a noninvasive and rapid method for detection of colon cancer biopsies. Initially, principal component analysis was applied to examine the degree of separation between tissue samples. Soft independent modeling of class analogy (SIMCA) was also employed to evaluate the prediction accuracy of ATR-FTIR microspectroscopy for the diagnosis of colon cancer. There were significant differences in the fourier transform infrared spectra of normal and cancerous colon biopsies in the 1,800-900 cm(-1) spectral region. The SIMCA results demonstrated that the accuracy, specificity, and sensitivity of the proposed diagnostic method were 93.3, 100, and 88.2%, respectively, which could help satisfy clinical diagnostic requirements.

摘要

本研究试图证明,衰减全反射傅里叶变换红外(ATR-FTIR)显微光谱法结合化学计量学方法能够可靠地区分恶性结肠组织与健康组织。探索一种用于结肠癌活检检测的非侵入性快速方法具有重要意义。最初,应用主成分分析来检验组织样本之间的分离程度。还采用类类比软独立建模(SIMCA)来评估ATR-FTIR显微光谱法对结肠癌诊断的预测准确性。在1800 - 900 cm(-1)光谱区域,正常和癌性结肠活检的傅里叶变换红外光谱存在显著差异。SIMCA结果表明,所提出的诊断方法的准确性、特异性和敏感性分别为93.3%、100%和88.2%,这有助于满足临床诊断需求。

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