Differentiation of Urothelial Carcinoma and Normal Bladder Tissues by Means of Fiber-Based ATR IR Spectroscopy.
Rimante BandzeviciuteGediminas PlatkevičiusJustinas ČeponkusArūnas ŽelvysAlbertas ČekauskasValdas ŠablinskasPublished in: Cancers (2023)
Surgical treatment is widely applied curative approach for bladder cancer. White light cystoscopy (WLC) is currently used for intraoperative diagnostics of malignant lesions but has relatively high false-negative rate. Here we represent an application of label free fiber-based attenuated total reflection infrared spectroscopy (ATR IR) for freshly resected human bladder tissue examination for 54 patients. Defined molecular spectral markers allow to identify normal and urothelial carcinoma tissues. While methods of statistical analysis (Hierarchical cluster analysis (HCA) and Principal component analysis (PCA)) used for spectral data treatment allow to discriminate tissue types with 91% sensitivity and 96-98% specificity. In the present study the described method was applied for tissue examination under ex vivo conditions. However, after method validation the equipment could be translated from laboratory studies to in situ or even in vivo studies in operating room.
Keyphrases
- label free
- prognostic factors
- end stage renal disease
- spinal cord injury
- optical coherence tomography
- gene expression
- ejection fraction
- endothelial cells
- chronic kidney disease
- dna damage response
- lymph node
- peritoneal dialysis
- case control
- big data
- computed tomography
- patients undergoing
- oxidative stress
- rectal cancer
- mass spectrometry
- dna repair
- artificial intelligence