Patricia Lopes, Joaquim Moreira, Abílio Almeida, Artur Esteves, Ivan Gregora, Martin Ledinsky, Jose Lopes, Rui Henrique, Albino Oliveira
Journal of Biomedical Optics, Vol. 16, Issue 12, 127001, (December 2011) https://doi.org/10.1117/1.3658756
TOPICS: Tissues, Raman spectroscopy, Deconvolution, Remote sensing, Colorectal cancer, Proteins, Selenium, Cancer, In vivo imaging, Endoscopy
In this work, we considered the feasibility of Raman spectroscopy for discriminating between adenocarcinomatous and normal mucosal formalin-fixed colonic tissues. Unlike earlier studies in colorectal cancer, a spectral deconvolution model was implemented to derive spectral information. Eleven samples of human colon were used, and 55 spectra were analyzed. Each spectrum was resolved into 25 bands from 975 to 1720 cm−1, where modes of proteins, lipids, and nucleic acids are observed. From a comparative study of band intensities, those presenting higher differences between tissue types were correlated to biochemical assignments. Results from fitting procedure were further used as inputs for linear discriminant analysis, where combinations of band intensities and intensity ratios were tested, yielding accuracies up to 81%. This analysis yields objective discriminating parameters after fitting optimization. The bands with higher diagnosis relevance detected by spectra deconvolution enable to confine the study to some spectral regions instead of broader ranges. A critical view upon limitations of this approach is presented, along with a comparison of our results to earlier ones obtained in fresh colonic tissues. This enabled to assess the effect of formalin fixation in colonic tissues, and determine its relevance in the present analysis.