Quantitative Assessment of Low-Dose Photodynamic Therapy Effects on Diabetic Wound Healing Using Raman Spectroscopy.
Hala ZuhayriAlice A SamarinovaAlexey V BorisovDavid A Lopez GuardadoHoussain BaalbakiNatalya A KrivovaYury V KistenevPublished in: Pharmaceutics (2023)
One of challenges that faces diabetes is the wound healing process. The delayed diabetic wound healing is caused by a complicated molecular mechanism involving numerous physiological variables. Low-dose photodynamic therapy (LDPDT) provides excellent results in rejuvenation and wound healing. In this study, the LDPDT effect on diabetic wounds in mice was studied using two photosensitizers, 5-aminolevulinic acid and methylene blue, and two laser dose expositions of 1 J/cm 2 and 4 J/cm 2 by Raman spectroscopy (RS). The latter was used as a noninvasive method, providing specific information about tissue state based on the fundamental vibrational modes of its molecular components. RS allows high spatial resolution acquisition of biochemical and structural information through the generation of point spectra or spectral images. An approach to in vivo quantitative assessment of diabetic wound healing state was developed. This approach is based on an application of the principal component analysis combined with the Mahalanobis metrics to skin Raman spectra, in particular, intensities of the amide I and CH 2 bands.
Keyphrases
- wound healing
- raman spectroscopy
- photodynamic therapy
- low dose
- fluorescence imaging
- type diabetes
- high dose
- cardiovascular disease
- deep learning
- optical coherence tomography
- magnetic resonance imaging
- single molecule
- health information
- metabolic syndrome
- magnetic resonance
- skeletal muscle
- molecular dynamics simulations
- social media
- high resolution
- insulin resistance
- weight loss