Raman mapping coupled to self-modelling MCR-ALS analysis to estimate active cosmetic ingredient penetration profile in skin.
Delipidol
confocal Raman mapping
human skin
multivariate curve resolution alternating least squares
penetration profiles
Journal
Journal of biophotonics
ISSN: 1864-0648
Titre abrégé: J Biophotonics
Pays: Germany
ID NLM: 101318567
Informations de publication
Date de publication:
11 2020
11 2020
Historique:
received:
09
04
2020
revised:
30
06
2020
accepted:
01
07
2020
pubmed:
18
7
2020
medline:
24
6
2021
entrez:
18
7
2020
Statut:
ppublish
Résumé
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.
Identifiants
pubmed: 32678939
doi: 10.1002/jbio.202000136
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e202000136Informations de copyright
© 2020 WILEY-VCH GmbH.
Références
European Medicines Agency, Comm. Med. Prod. Hum. Use 2018, 44(October), 1.
L. Franzen, M. Windbergs, Adv. Drug Deliv. Rev. 2015, 89, 91.
M. Essendoubi, C. Gobinet, R. Reynaud, J. F. Angiboust, M. Manfait, O. Piot, Skin Res. Technol. 2016, 22, 55.
A. Tfayli, O. Piot, F. Pitre, M. Manfait, Eur. Biophys. J. 2007, 36(8), 1049.
L. Binder, E. M. Kulovits, R. Petz, J. Ruthofer, D. Baurecht, V. Klang, C. Valenta, Eur. J. Pharm. Biopharm. 2018, 130(July), 214.
D. Lunter, R. Daniels, J. Biomed. Opt. 2014, 19(12), 126015.
S. Mujica Ascencio, C. S. Choe, M. C. Meinke, R. H. Müller, G. V. Maksimov, W. Wigger-Alberti, J. Lademann, M. E. Darvin, Eur. J. Pharm. Biopharm. 2016, 104, 51.
G. J. Puppels, C. Nico, T. C. Bakker-Schut, J. de Sterke, P. J. Caspers, Proc. SPIE 2020, 11236, 1123609.
P. J. Caspers et al., Transl. Biophoton. 2019, 1(1-2), 1.
H. J. Byrne, P. Knief, M. E. Keating, F. Bonnier, Chem. Soc. Rev. 2016, 45(7), 1865.
S. M. Ali, F. Bonnier, K. Ptasinski, H. Lambkin, K. Flynn, F. M. Lyng, H. J. Byrne, Analyst 2013, 138(14), 3946.
F. J. González, C. Castillo-Martínez, M. Martínez-Escanamé, M. G. Ramírez-Elías, F. I. Gaitan-Gaona, C. Oros-Ovalle, B. Moncada, Skin Res. Technol. 2012, 18(4), 442.
V. K. Tippavajhala, T. de Oliveira Mendes, A. A. Martin, AAPS PharmSciTech 2017, 19(2), 753.
L. dos Santos et al., Vib. Spectrosc. 2019, 100, 123.
F. D. Fleischli, S. Mathes, C. Adlhart, Vib. Spectrosc. 2013, 68, 29.
P.-A. Bonnet, C. Ghyselinck, C. Brenier, M. Martin, H. Rebiere, J. Pharm. Biomed. Anal. 2017, 148, 316.
M. Boiret, D. N. Rutledge, N. Gorretta, Y. M. Ginot, J. M. Roger, J. Pharm. Biomed. Anal. 2014, 90, 78.
L. Coic et al., Talanta 2019, 198, 457.
B. Vajna, G. Patyi, Z. Nagy, A. Bódis, A. Farkas, G. Marosi, J. Raman Spectrosc. 2011, 42(11), 1977.
S. J. Mazivila, A. C. Olivieri, Trends Anal. Chem. 2018, 108, 74.
C. Krafft, G. Steiner, C. Beleites, R. Salzer, J. Biophotonics 2009, 2(1-2), 13.
K. W. Short, S. Carpenter, J. P. Freyer, J. R. Mourant, Biophys. J. 2005, 88(6), 4274.
I. R. Ramos, A. D. Meade, O. Ibrahim, H. J. Byrne, M. McMenamin, M. McKenna, A. Malkin, F. M. Lyng, Faraday Discuss. 2016, 187, 187.
A. Kassouf, D. Jouan-Rimbaud Bouveresse, D. N. Rutledge, Talanta 2018, 179, 538.
S. Gourvénec, D. L. Massart, D. N. Rutledge, Chemom. Intel. Lab. Syst. 2002, 61(1-2), 51.
L. Miloudi, F. Bonnier, A. Tfayli, F. Yvergnaux, H. J. Byrne, I. Chourpa, E. Munnier, J. Biophotonics 2018, 11(4), e201700221.
J. Felten, H. Hall, J. Jaumot, R. Tauler, A. De Juan, A. Gorzsás, Nat. Protoc. 2015, 10, 217.
D. N. Rutledge, E. de Paula, R. J. Poppi, H. Mitsutake, S. R. Castro, M. C. Breitkreitz, Int. J. Pharm. 2018, 552(1-2), 119.
B. Prats-Mateu, M. Felhofer, A. de Juan, N. Gierlinger, Plant Methods 2018, 14(1), 1.
A. De Juan, J. Jaumot, R. Tauler, Anal. Methods 2014, 6(14), 4964.
P. Koziol et al., Sci. Rep. 2018, 8(1), 1.
J. M. Shaver, “Chemometrics for Raman Spectroscopy,” in Handbook of Raman spectroscopy. From the research laboratory to the process line., I. R. Lewis and H. G. M. Edwards, Eds. New York, NY: Marcel Dekker, Inc., 2001, pp. 292-298.
H. Martens, T. Naes, Multivariate Calibration, John Wiley and Sons, Chichester, UK 1989.
M. Pirzer and J. Sawatzki, Method and Device for Correcting a Spectrum, US patent US20060212275A1; 2006.
S. Wartewig, C. Schorn, P. Bigler, IR and Raman Spectroscopy, Darmstadt, Germany: Wiley-VCH Verlag GmbH & Co., KGaA, 2003, pp. 77.
D. R. Parachalil, B. Brankin, J. McIntyre, H. J. Byrne, Analyst 2018, 143(24), 5987.
J. T. Bulmer, D. E. Irish, F. W. Grossman, G. Herriot, M. Tseng, A. J. Weerheim, Appl. Spectrosc. 1975, 29(6), 506.
W. Windig, J. Guilment, W. Winding, J. Guilment, Anal. Chem. 1991, 63(14), 1425.
J. Jaumot, R. Tauler, Chemom. Intel. Lab. Syst. 2010, 103(2), 96.
J. Jaumot, A. de Juan, R. Tauler, Chemom. Intel. Lab. Syst. 2015, 140, 1.
R. Taylor, J. Diagnos. Med. Sonogr. 1990, 6(1), 35.
S. M. Ali, F. Bonnier, H. Lambkin, K. Flynn, V. McDonagh, C. Healy, T. C. Lee, F. M. Lyng, H. J. Byrne, Anal. Methods 2013, 5(9), 2281.