Characterization of pathological stomach tissue using polarization-sensitive second harmonic generation microscopy.
Hwanhee JeonMacAulay HarveyRichard CisekElisha BennettDanielle TokarzPublished in: Biomedical optics express (2023)
Alterations in collagen ultrastructure between human gastric adenocarcinoma and normal gastric tissue were investigated using polarization-resolved second harmonic generation (PSHG) microscopy. Cylindrical and trigonal symmetries were assumed to extract quantitative PSHG parameters, ρ , κ and S , from each image pixel. Statistically significant variations in these values were observed for gastric adenocarcinoma, indicating a higher disorder of collagen. Numerical focal volume simulations of crossing fibrils indicate increased S parameter is due to more intersecting collagen fibrils of varying diameters. These parameters were also able to distinguish between different grades of gastric adenocarcinoma indicating that PSHG may be useful for automated cancer diagnosis.
Keyphrases
- squamous cell carcinoma
- high resolution
- high throughput
- single molecule
- deep learning
- endothelial cells
- locally advanced
- wound healing
- optical coherence tomography
- papillary thyroid
- oxidative stress
- machine learning
- tissue engineering
- atomic force microscopy
- single cell
- lymph node metastasis
- pluripotent stem cells
- monte carlo
- childhood cancer