Back to Search
Start Over
The feasibility of multimodal fiber optic spectroscopy analysis in bladder cancer detection, grading, and staging
- Source :
- Urologia Journal. 88:306-314
- Publication Year :
- 2021
- Publisher :
- SAGE Publications, 2021.
-
Abstract
- Objective: To prove the feasibility of Multimodal Fiber Optic Spectroscopy (MFOS) analysis in bladder cancer (BCa) detection, grading, and staging. Materials and methods: Bladder specimens from patients underwent TURBT or TURP were recorded and analyzed with MFOS within 30 min from excision. In detail, our MFOS combined fluorescence, Raman spectroscopy, and diffuse reflectance. We used these optical techniques to collect spectra from bladder biopsies, then we compared the obtained results to gold standard pathological analysis. Finally, we developed a classification algorithm based on principal component analysis-linear discriminant analysis. Results: A total of 169 specimens were collected and analyzed from 114 patients, 40 (23.7%) healthy (from TURP), and 129 (76.3%) with BCa. BCa specimens were divided according to their grade—34 (26.4%) low grade (LG) and 95 (73.6%) high grade (HG) BCa—and stage—64 (49.6%) Ta, 45 (34.9%) T1, and 20 (15.5%) T2. MFOS-based classification algorithm correctly discriminated healthy versus BCa with 90% accuracy, HG versus LG with 83% accuracy. Furthermore, it assessed tumor stage with 75% accuracy for Ta versus T1, 85% for T1 versus T2, and 86% for Ta versus T2. Conclusions: Our preliminary results suggest that MFOS could be a reliable, fast, and label-free tool for BCa assessment, providing also grading and staging information. This technique could be applied in future for in vivo inspection as well as of ex vivo tissue biopsies. Thus, MFOS might improve urothelial cancer management. Further studies are required.
- Subjects :
- medicine.medical_specialty
Bladder cancer
business.industry
Spectrum Analysis
030232 urology & nephrology
General Medicine
medicine.disease
03 medical and health sciences
0302 clinical medicine
Urinary Bladder Neoplasms
030220 oncology & carcinogenesis
Fiber-Optic Spectroscopy
medicine
Feasibility Studies
Humans
Urothelial cancer
Radiology
Neoplasm Grading
business
Grading (tumors)
Neoplasm Staging
Subjects
Details
- ISSN :
- 17246075 and 03915603
- Volume :
- 88
- Database :
- OpenAIRE
- Journal :
- Urologia Journal
- Accession number :
- edsair.doi.dedup.....af1360e6551740c23f7782bf603062e5
- Full Text :
- https://doi.org/10.1177/03915603211007018