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Breast Tumor Analysis Using Shifted-Excitation Raman Difference Spectroscopy (SERDS)
Medhanie Tesfay Gebrekidan1,2,3, Ramona Erber4, Arndt Hartmann4
11 Lehrstuhl für Technische Thermodynamik, Friedrich-Alexander-Universität (FAU), Erlangen-Nürnberg, Germany.
Shifted-excitation Raman difference spectroscopy effectively classifies breast tissue as normal, fibroadenoma, or invasive carcinoma. This Raman spectroscopy method aids in distinguishing between healthy and cancerous tissues, supporting pathology diagnoses.
Area of Science:
- Biomedical Optics
- Spectroscopy
- Medical Diagnostics
Background:
- Accurate breast tissue classification is crucial for diagnosis.
- Conventional histopathology can be time-consuming.
- Raman spectroscopy offers label-free chemical information.
Purpose of the Study:
- To evaluate shifted-excitation Raman difference spectroscopy (SERDS) for ex vivo breast tissue classification.
- To differentiate between normal, fibroadenoma, and invasive carcinoma tissues.
- To assess SERDS performance against histopathology.
Main Methods:
- Utilized SERDS with 784/785 nm excitation on resected, formalin-fixed breast tissues.
- Analyzed 8 invasive carcinoma and 3 fibroadenoma samples (240 measurements each).
- Applied principal component analysis and linear discriminant analysis for spectral classification.
Main Results:
- SERDS successfully differentiated normal from tumor tissues.
- Pure Raman spectra isolated via SERDS enabled fibroadenoma/carcinoma distinction.
- Invasive carcinoma identified with 99.15% sensitivity; absence with 90.40% specificity.
- Tumor tissue detection achieved 100% sensitivity and specificity.
Conclusions:
- SERDS is a promising technique for ex vivo breast tissue analysis.
- The method provides high sensitivity and specificity in classifying breast pathologies.
- SERDS has the potential to augment histopathological diagnosis in breast pathology.
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