Prediction of prognosis in oral squamous cell carcinoma using infrared microspectroscopy

Author:

Whitley Conor A.1,Ellis Barnaby G.1,Triantafyllou Asterios2,Gunning Philip J.3,Gardner Peter4,Barrett Steve D.1,Shaw Richard J.35,Smith Caroline I.1,Weightman Peter1,Risk Janet M.3ORCID

Affiliation:

1. Department of Physics University of Liverpool Liverpool UK

2. Department of Pathology, Liverpool Clinical Laboratories University of Liverpool Liverpool UK

3. Department of Molecular and Clinical Cancer Medicine Institute of Systems, Molecular and Integrative Biology, University of Liverpool Liverpool UK

4. Department of Chemical Engineering The University of Manchester Manchester UK

5. Regional Maxillofacial Unit Liverpool University Hospitals NHS Foundation Trust Liverpool UK

Abstract

AbstractBackgroundEstimation of prognosis of oral squamous cell carcinoma (OSCC) is inaccurate prior to surgery, only being effected following subsequent pathological analysis of the primary tumour and excised lymph nodes. Consequently, a proportion of patients are overtreated, with an increase in morbidity, or undertreated, with inadequate margins and risk of recurrence. We hypothesise that it is possible to accurately characterise clinical outcomes from infrared spectra arising from diagnostic biopsies. In this first step, we correlate survival with IR spectra derived from the primary tumour.MethodsInfrared spectra were collected from tumour tissue from 29 patients with OSCC and subject to classification modelling.ResultsThe model had a median AUROC of 0.89 with regard to prognosis, a median specificity of 0.83, and a hazard ratio of 6.29 in univariate Cox proportional hazard modelling.ConclusionThe data suggest that FTIR spectra may be a useful early biomarker of prognosis in OSCC.

Funder

Cancer Research UK

Engineering and Physical Sciences Research Council

Publisher

Wiley

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