TY - JOUR
T1 - Raman mapping coupled to self-modelling MCR-ALS analysis to estimate active cosmetic ingredient penetration profile in skin
AU - Stella, Aline
AU - Bonnier, Franck
AU - Tfayli, Ali
AU - Yvergnaux, Florent
AU - Byrne, Hugh J.
AU - Chourpa, Igor
AU - Munnier, Emilie
AU - Tauber, Clovis
N1 - Publisher Copyright:
© 2020 WILEY-VCH GmbH
PY - 2020/11/1
Y1 - 2020/11/1
N2 - Confocal Raman mapping (CRM) is a powerful, label free, non-destructive tool, enabling molecular characterization of human skin with applications in the dermo-cosmetic field. Coupling CRM to multivariate analysis can be used to monitor the penetration and permeation of active cosmetic ingredients (ACI) after topical application. It is presently illustrated how multivariate curve resolution alternating least squares (MCR-ALS) can be applied to detect and semi-quantitatively describe the diffusion profile of Delipidol, a commercially available slimming ACI, from Raman spectral maps. Although the analysis outcome can be critically dependent on the a priori selection of the number of regression components, it is demonstrated that profiling of the kinetics of diffusion into the skin can be established with or without additionnal spectral equality constraints in the multivariate analysis, with similar results. Ultimately, MCR-ALS, applied without spectral equality contraints, specifically identifies the ACI as one of main spectral components enabling to investigate its distribution and penetration into the stratum corneum and underlying epidermis layers.
AB - Confocal Raman mapping (CRM) is a powerful, label free, non-destructive tool, enabling molecular characterization of human skin with applications in the dermo-cosmetic field. Coupling CRM to multivariate analysis can be used to monitor the penetration and permeation of active cosmetic ingredients (ACI) after topical application. It is presently illustrated how multivariate curve resolution alternating least squares (MCR-ALS) can be applied to detect and semi-quantitatively describe the diffusion profile of Delipidol, a commercially available slimming ACI, from Raman spectral maps. Although the analysis outcome can be critically dependent on the a priori selection of the number of regression components, it is demonstrated that profiling of the kinetics of diffusion into the skin can be established with or without additionnal spectral equality constraints in the multivariate analysis, with similar results. Ultimately, MCR-ALS, applied without spectral equality contraints, specifically identifies the ACI as one of main spectral components enabling to investigate its distribution and penetration into the stratum corneum and underlying epidermis layers.
KW - Delipidol
KW - confocal Raman mapping
KW - human skin
KW - multivariate curve resolution alternating least squares
KW - penetration profiles
UR - http://www.scopus.com/inward/record.url?scp=85089370805&partnerID=8YFLogxK
U2 - 10.1002/jbio.202000136
DO - 10.1002/jbio.202000136
M3 - Article
C2 - 32678939
AN - SCOPUS:85089370805
SN - 1864-063X
VL - 13
JO - Journal of Biophotonics
JF - Journal of Biophotonics
IS - 11
M1 - e202000136
ER -