Insights into Biochemical Sources and Diffuse Reflectance Spectral Features for Colorectal Cancer Detection and Localization

  • Marcelo Saito Nogueira
  • , Siddra Maryam
  • , Michael Amissah
  • , Andrew McGuire
  • , Chloe Spillane
  • , Shane Killeen
  • , Stefan Andersson-Engels
  • , Micheal O’Riordain

Research output: Contribution to journalArticlepeer-review

Abstract

Colorectal cancer (CRC) is the third most common and second most deadly type of cancer worldwide. Early detection not only reduces mortality but also improves patient prognosis by allowing the use of minimally invasive techniques to remove cancer while avoiding major surgery. Expanding the use of microsurgical techniques requires accurate diagnosis and delineation of the tumor margins in order to allow complete excision of cancer. We have used diffuse reflectance spectroscopy (DRS) to identify the main optical CRC biomarkers and to optimize parameters for the integration of such technologies into medical devices. A total number of 2889 diffuse reflectance spectra were collected in ex vivo specimens from 47 patients. Short source-detector distance (SDD) and long-SDD fiber-optic probes were employed to measure tissue layers from 0.5 to 1 mm and from 0.5 to 1.9 mm deep, respectively. The most important biomolecules contributing to differentiating DRS between tissue types were oxy- and deoxy-hemoglobin (Hb and HbO2), followed by water and lipid. Accurate tissue classification and potential DRS device miniaturization using Hb, HbO2, lipid and water data were achieved particularly well within the wavelength ranges 350–590 nm and 600–1230 nm for the short-SDD probe, and 380–400 nm, 420–610 nm, and 650–950 nm for the long-SDD probe.

Original languageEnglish
Article number5715
JournalCancers
Volume14
Issue number22
DOIs
Publication statusPublished - Nov 2022
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • biomedical optics
  • biophotonics
  • chemometrics
  • colonoscopy
  • colorectal cancer
  • diffuse reflectance spectroscopy
  • metabolomics
  • multivariate analysis
  • optical diagnostics
  • optical spectroscopy
  • surgical guidance

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