A rapid diagnostic approach for gastric and colon cancers via Fourier transform mid-infrared spectroscopy coupled with chemometrics from paraffin-embedded tissues

被引:4
|
作者
Geyik, Gonul Akin [1 ]
Cengiz, Betul Peker [2 ]
Tugrul, Fuzuli [3 ]
Elmas, Sukriye Nihan Karuk [1 ]
Yilmaz, Ibrahim [1 ]
Arslan, Fatma Nur [1 ]
机构
[1] Univ Karamanoglu Mehmetbey, Fac Sci, Dept Chem, TR-70100 Karaman, Turkey
[2] Eskisehir Yunus Emre State Hosp, Clin Med Pathol, TR-26190 Eskisehir, Turkey
[3] Eskisehir City Hosp, Clin Radiat Oncol, TR-26080 Eskisehir, Turkey
关键词
Cancer; Diagnosis; Mid-infrared spectroscopy; Chemometrics; Gastric; Colon; ATR-FTIR SPECTROSCOPY; INFRARED-SPECTROSCOPY; SEED OIL; CLASSIFICATION; MICROSPECTROSCOPY; CELLS; TOOL;
D O I
10.1016/j.saa.2021.120619
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
This paper describes the feasibility of Attenuated total reflection-Fourier transform mid-infrared (ATR- MIR) spectroscopy method coupled with chemometrics for the rapid diagnostic approach and screening spectral changes for gastric and colon cancers from paraffin-embedded tissues. A total number of 82 tissue samples were analyzed by a simple ATR-MIR method combined with PCA, HCA, SIMCA and LDA methodologies. Spectral analyses showed significant differences for the molecular contents particularly about the lipid, nucleic acid, protein and other biomolecules in the samples of gastric cancer (GC) and colon cancer (CC) groups from their control/healthy groups. Significant changes in the characteristic of these molecules were only observed for cancer groups based upon the increment in their biosynthesis, and they could be utilized as diagnostic spectral biomarkers. Under the optimum conditions, SIMCA provided excellent classification for diseased and control groups, with 5% significance level. As well, 97.75% of the studied tissue samples were correctly discriminated on the basis of their origin by LDA. Consequently, the findings of this study highlighted the rapid diagnosis of gastric and colon cancer cases from paraffin-embedded tissues via ATR-MIR spectroscopy complemented with chemometrics. (c) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页数:12
相关论文
共 4 条
  • [1] Assessing the authenticity of black pepper using diffuse reflectance mid-infrared Fourier transform spectroscopy coupled with chemometrics
    Hu, Leqian
    Yin, Chunling
    Ma, Shuai
    Liu, Zhimin
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2018, 154 : 491 - 500
  • [2] Rapid discrimination of adulteration in Radix Astragali combining diffuse reflectance mid-infrared Fourier transform spectroscopy with chemometrics
    Yang, Jun
    Yin, Chunling
    Miao, Xu
    Meng, Xiangru
    Liu, Zhimin
    Hu, Leqian
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2021, 248
  • [3] FOURIER TRANSFORM MID-INFRARED PHOTOACOUSTIC SPECTROSCOPY (FTIR-PAS) COUPLED WITH CHEMOMETRICS FOR NON-DESTRUCTIVE DETERMINATION OF OIL CONTENT IN RAPESEED
    Lu, Y.
    Du, C.
    Yu, C.
    Zhou, J.
    TRANSACTIONS OF THE ASABE, 2015, 58 (05) : 1403 - 1407
  • [4] Diffuse reflectance mid-infrared Fourier transform spectroscopy (DRIFTS) for rapid identification of dried sea cucumber products from different geographical areas
    Wu, Zhongchen
    Tao, Lin
    Zhang, Pengyan
    Li, Ping
    Zhu, Qianqian
    Tian, Yong
    Du, Guiqiang
    Lv, Maoshui
    Yang, Tianlin
    VIBRATIONAL SPECTROSCOPY, 2010, 53 (02) : 222 - 226