Angiogenesis-elicited spectral responses of early invasive skin melanoma: Implications for the evaluation of lesion progression.
Gladimir V G BaranoskiPetri M VarsaPublished in: Journal of biophotonics (2024)
Early invasive skin melanoma (EISM) associated with partial tumor invasion to the thin and optically complex papillary dermis (PD) represents a critical stage before the onset of metastasis. EISM lesions may be accompanied by angiogenesis, which can alter the PD's blood and fibril contents. A comprehensive understanding about these interconnected processes is essential for enhancing the efficacy of EISM optical evaluation methodologies. Employing a first-principles computational approach supported by measured data, we systematically assess the impact that angiogenesis can have on the EISM's spectral responses. Our findings indicate that these responses are discernibly affected by angiogenesis under distinct physiological conditions, with more substantial tissue alterations leading to accentuated spectral changes in the 550-600 nm region. Accordingly, we propose the use of a customized low-cost spectral index to monitor these processes. Furthermore, our investigation provides a high-fidelity in silico platform for interdisciplinary research on the photobiology of evolving skin melanomas.
Keyphrases
- wound healing
- optical coherence tomography
- endothelial cells
- vascular endothelial growth factor
- low cost
- soft tissue
- dual energy
- high resolution
- high throughput
- electronic health record
- big data
- magnetic resonance imaging
- computed tomography
- molecular docking
- machine learning
- cell migration
- magnetic resonance
- molecular dynamics simulations