title: Raman spectroscopic methods for classification of normal and malignant hypopharyngeal tissues: an exploratory study.
abstract: Laryngeal cancer is more common in males. The present study is aimed at exploration of potential of conventional Raman spectroscopy in classifying normal from a malignant laryngopharyngeal tissue. We have recorded Raman spectra of twenty tissues (aryepiglottic fold) using an in-house built Raman setup. The spectral features of mean malignant spectrum suggests abundance proteins whereas spectral features of mean normal spectrum indicate redundancy of lipids. PCA was employed as discriminating algorithm. Both, unsupervised and supervised modes of analysis as well as match/mismatch "limit test" methodology yielded clear classification among tissue types. The findings of this study demonstrate the efficacy of conventional Raman spectroscopy in classification of normal and malignant laryngopharyngeal tissues. A rigorous evaluation of the models with development of suitable fibreoptic probe may enable real-time Raman spectroscopic diagnosis of laryngopharyngeal cancers in future.
authors.affiliation: Department of Otorhinolaryngology and Head & Neck Surgery, Kasturba Medical College, Manipal University, Karnataka, Manipal 576 104, India.
authors.forename: Parul
authors.initials: P
authors.lastname: Pujary
authors.forename: K
authors.initials: K
authors.lastname: Maheedhar
authors.forename: C Murali
authors.initials: CM
authors.lastname: Krishna
authors.forename: Kailesh
authors.initials: K
authors.lastname: Pujary