Quantitative determination of concentration profiles of skin components and topically applied oils by tailored multivariate curve resolution-alternating least squares using in vivo confocal Raman micro-spectroscopy |
| |
Authors: | ChunSik Choe Johannes Schleusener JinSong Ri SeHyok Choe PokSil Kim Jürgen Lademann Maxim E. Darvin |
| |
Affiliation: | 1. Biomedical Materials Division, Faculty of Material Science, Kim Il Sung University, Pyongyang, Democratic People's Republic of Korea;2. Department of Dermatology, Venerology and Allergology, Center of Experimental and Applied Cutaneous Physiology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany;3. Biomedical Materials Division, Faculty of Material Science, Kim Il Sung University, Pyongyang, Democratic People's Republic of Korea Clinical Research Division, Pyongyang Cosmetic Research Institute, Pyongyang, Democratic People's Republic of Korea;4. Clinical Research Division, Pyongyang Cosmetic Research Institute, Pyongyang, Democratic People's Republic of Korea |
| |
Abstract: | The main components of the stratum corneum (SC), water, lipids, and proteins, are non-homogeneously distributed throughout the depth. The quantitative determination of their concentration profiles and penetration depth of topically applied substances are urgent topics of dermatological and cosmetic research. Confocal Raman micro-spectroscopy has distinct advantages when determining semi-quantitative concentrations of SC components and topically applied substances non-invasively and in vivo. In this work, we applied a tailored multivariate curve resolution-alternating least squares (tMCR-ALS) method to analyze Raman spectra of the SC in the 2000–4000 cm−1 region for quantitatively determining the concentrations of water, lipids, proteins, and topically applied oils using substance-related spectral loadings which were allowed to change depth-dependently from the SC's surface toward its bottom. tMCR-ALS makes matching of depth-dependent signal attenuation, that is, the normalization on keratin, unnecessary and requires only a few additional experiments for calibration – Raman spectra of the pure materials and their densities. |
| |
Keywords: | chemometrics keratin penetration skin barrier function skin hydration spectra normalization stratum corneum tMCR-ALS |
|
|