Use of FTIR spectroscopy and PCA-LDC analysis to identify cancerous lesions within the human colon

被引:47
作者
Kaznowska, E. [1 ,2 ]
Depciuch, J. [3 ]
Szmuc, K. [4 ]
Cebulski, J. [4 ]
机构
[1] Univ Rzeszow, Fac Med, Ctr Innovat Res Med & Nat Sci, Warzywna 1a, PL-35959 Rzeszow, Poland
[2] Univ Rzeszow, Fac Med, Dept Human Histol, Chair Morphol Sci, Kopisto 2a, PL-35959 Rzeszow, Poland
[3] Polish Acad Sci, Inst Nucl Phys, PL-31342 Krakow, Poland
[4] Univ Rzeszow, Ctr Innovat & Transfer Nat Sci & Engn Knowledge, Pigonia 1, PL-35959 Rzeszow, Poland
关键词
FTIR; Colorectal cancer; Chemotherapy; PCA-LDC; RAMAN-SPECTROSCOPY; COLORECTAL-CANCER; HUMAN-CELLS; MICROSPECTROSCOPY; DIAGNOSIS; INSIGHT; TISSUE;
D O I
10.1016/j.jpba.2016.11.047
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Colorectal cancer constitutes 33% of all cancer morbidity, so the research of the new methods for colorectal cancer diagnosis and chemotherapy monitoring is gaining its momentum. Diagnostic instruments are being sought, which enable the detection of single malignant cells based on the analysis of tissue material potentially reusable at further stages of diagnostic management. The most common approach to tissue specimen processing is paraffin-embedding. Yet, paraffin may cause background noise in spectroscopic measurements with the wavenumber ranging between 900 cm(-1) and 3500 cm(-1). However, the study by Depciuch et al. (2016) proved that appropriate specimen processing and paraffin-embedding technique as well as a strict measurement methodology may eliminate paraffin vibrations. As a result, spectroscopic measurements may become a reliable and precise method for the diagnosis and treatment monitoring in patients with colorectal cancer as long as the high standards of specimen processing are maintained. Chemotherapy is the main medical treatment in colorectal cancer. Unfortunately, the absence of tools which enable monitoring its efficacy leads to the partial response or non-response frequently seen in affected patients. Hence, diagnostic instruments are also being sought capable of monitoring treatment efficacy so as to enable early changes of chemotherapy regimen thus increasing the chance of cure. The paper aims at comparing the results of FTIR (Fourier Transform Infrared) spectroscopy in several types of colon tissue: healthy colon, cancerous colon, post-chemotherapy colon and healthy surgical margin of colon cancer sample. The obtained FTIR spectra along with the Principal Component Analysis-Linear Discriminant Analysis (PCA-LDC) as well as bandwidth analysis of the primary amide region revealed some differences between the spectra of healthy tissues as compared to cancerous tissues (pre- or post chemotherapy). Apart from confirming that FTIR spectroscopy is a good source of information on the composition of analysed samples, this fact supports its application as a tool to facilitate understanding the pathophysiology of various conditions and to monitor efficacy of chemotherapy in cancer patients. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:259 / 268
页数:10
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