Quantitative chemical imaging of breast calcifications in association with neoplastic processes
| Autor: | Dan Fu, Shuaiqian Men, Benjamin Figueroa, Suzanne M. Dintzis, Kseniya Shin, Mint Laohajaratsang |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Adult
Chemical imaging Pathology medicine.medical_specialty Medicine (miscellaneous) Breast Neoplasms 02 engineering and technology Spectrum Analysis Raman 010402 general chemistry Malignancy Sensitivity and Specificity 01 natural sciences Breast Diseases breast cancer Breast cancer Image Processing Computer-Assisted medicine Humans Mammography chemical imaging skin and connective tissue diseases Pharmacology Toxicology and Pharmaceutics (miscellaneous) medicine.diagnostic_test second harmonic generation Calcinosis Middle Aged Ductal carcinoma 021001 nanoscience & nanotechnology medicine.disease Fibroadenoma 0104 chemical sciences stimulated Raman scattering Female Microcalcification medicine.symptom 0210 nano-technology Breast calcifications Research Paper Calcification |
| Zdroj: | Theranostics |
| ISSN: | 1838-7640 |
| Popis: | Calcifications play an essential role in early breast cancer detection and diagnosis. However, information regarding the chemical composition of calcifications identified on mammography and histology is limited. Detailed spectroscopy reveals an association between the chemical composition of calcifications and breast cancer, warranting the development of novel analytical tools to better define calcification types. Previous investigations average calcification composition across broad tissue sections with no spatially resolved information or provide qualitative visualization, which prevents a robust linking of specific spatially resolved changes in calcification chemistry with the pathologic process. Method: To visualize breast calcification chemical composition at high spatial resolution, we apply hyperspectral stimulated Raman scattering (SRS) microscopy to study breast calcifications associated with a spectrum of breast changes ranging from benign to neoplastic processes, including atypical ductal hyperplasia, ductal carcinoma in situ, and invasive ductal carcinoma. The carbonate content of individual breast calcifications is quantified using a simple ratiometric analysis. Results: Our findings reveal that intra-sample calcification carbonate content is closely associated with local pathological processes. Single calcification analysis supports previous studies demonstrating decreasing average carbonate level with increasing malignant potential. Sensitivity and specificity reach >85% when carbonate content level is used as the single differentiator in separating benign from neoplastic processes. However, the average carbonate content is limiting when trying to separate specific diagnostic categories, such as fibroadenoma and invasive ductal carcinoma. Second harmonic generation (SHG) data can provide critical information to bridge this gap. Conclusion: SRS, combined with SHG, can be a valuable tool in better understanding calcifications in carcinogenesis, diagnosis, and possible prognosis. This study not only reveals previously unknown large variations of breast microcalcifications in association with local malignancy but also corroborates the clinical value of linking microcalcification chemistry to breast malignancy. More importantly, it represents an important step in the development of a label-free imaging strategy for breast cancer diagnosis with tremendous potential to address major challenges in diagnostic discordance in pathology. |
| Databáze: | OpenAIRE |
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