1. Analysis of colonic autofluorescence spectra using multivariate curve resolution alternating least squares
- Author
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Weihua Li, Lina Liu, Changshun Yang, Buhong Li, and Shusen Xie
- Subjects
Multivariate curve resolution ,biology ,business.industry ,Normal tissue ,Nicotinamide adenine dinucleotide ,Atomic and Molecular Physics, and Optics ,Spectral line ,Electronic, Optical and Magnetic Materials ,Autofluorescence ,chemistry.chemical_compound ,Optics ,chemistry ,Alternating least squares ,biology.protein ,Electrical and Electronic Engineering ,business ,Elastin - Abstract
Autofluorescence (AF) spectra of colonic normal and adenocarcinoma tissues are measured under excitation of 337 nm and analyzed by multivariate curve resolution alternating least squares (MCR-ALS) method using non-negativity constraint. Collagen, nicotinamide adenine dinucleotide hydrate (NADH) and elastin are identified as the main contributing biomedical components. Fisher's discrminant anlysis (FDA) on the concentration profiles of the principle components (PCs) shows acceptable sensitivity, specificty and accuracy for discrminanting the adenocarcinoma tissues from the normal tissues. MCR-ALS is a powerful tool for characterzing the spectra profiles of the main biochemical components in neoplasm transformation.
- Published
- 2014
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