Image of the distribution profile of targets in skin by Raman spectroscopy-based multivariate analysis

被引:8
作者
Kang, Yan [1 ]
Zhang, Feiyu [1 ]
机构
[1] East China Univ Sci & Technol, Sch Chem & Mol Engn, 130 Meilong Rd, Shanghai 200237, Peoples R China
关键词
abundance fraction estimation; image; Raman mapping; skin; LEAST-SQUARES; PENETRATION; PERMEATION; REGRESSION; SYSTEMS;
D O I
10.1111/srt.13114
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
Raman spectroscopic imaging is a label-free spectral technology to investigate the distribution of transdermal targets in skin. However, it is difficult to analyze low content of analytes in skin by direct imaging analysis. Combining Raman mapping technology with multiple linear regression algorithms, concentration contribution factor of targets in ex vivo human skin tissue at every point has been calculated. The distribution profiles are visualized as heat maps demonstrating the targets levels in different skin layers. This method has been successfully employed to investigate the vibrational imaging of distribution of hyaluronic acid and lidocaine in skin. Moreover, three dimensional (3D) images of the penetration profiles of hyaluronic acid with different molecular weight have been obtained. The results from 3D images were in good agreement with these from two-dimensional images, indicating that this method was a reliable way for monitoring the distribution of targets in skin.
引用
收藏
页码:402 / 409
页数:8
相关论文
共 29 条
[1]   Label-Free Detection of Micro-RNA Hybridization Using Surface-Enhanced Raman Spectroscopy and Least-Squares Analysis [J].
Abell, Justin L. ;
Garren, Jeonifer M. ;
Driskell, Jeremy D. ;
Tripp, Ralph A. ;
Zhao, Yiping .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2012, 134 (31) :12889-12892
[2]   Surface distribution and depths profiling of particulate organic UV absorbers by Raman imaging and tape stripping [J].
Adlhart, C. ;
Baschong, W. .
INTERNATIONAL JOURNAL OF COSMETIC SCIENCE, 2011, 33 (06) :527-534
[3]   Caffeine delivery in porcine skin: a confocal Raman study [J].
Alonso, Cristina ;
Carrer, V. ;
Barba, C. ;
Coderch, L. .
ARCHIVES OF DERMATOLOGICAL RESEARCH, 2018, 310 (08) :657-664
[4]   Skin permeation and antioxidant efficacy of topically applied resveratrol [J].
Alonso, Cristina ;
Marti, M. ;
Barba, C. ;
Carrer, V. ;
Rubio, L. ;
Coderch, L. .
ARCHIVES OF DERMATOLOGICAL RESEARCH, 2017, 309 (06) :423-431
[5]   Application of quality by design principles in the development and evaluation of semisolid drug carrier systems for the transdermal delivery of lidocaine [J].
Bakonyi, Monika ;
Berko, Szilvia ;
Kovacs, Anita ;
Budai-Szucs, Maria ;
Kis, Nikolett ;
Eros, Gabor ;
Csoka, Ildiko ;
Csanyi, Erzsebet .
JOURNAL OF DRUG DELIVERY SCIENCE AND TECHNOLOGY, 2018, 44 :136-145
[6]   Following-up skin penetration of lidocaine from different vehicles by Raman spectroscopic mapping [J].
Bakonyi, Monika ;
Gacsi, Attila ;
Kovacs, Anita ;
Szucs, Maria-Budai ;
Berko, Szilvia ;
Csanyi, Erzsebet .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2018, 154 :1-6
[7]   Covalent Functionalization of Black Phosphorus with Conjugated Polymer for Information Storage [J].
Cao, Yaming ;
Tian, Xiangyu ;
Gu, Junwei ;
Liu, Bo ;
Zhang, Bin ;
Song, Sannian ;
Fan, Fei ;
Chen, Yu .
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2018, 57 (17) :4543-4548
[8]   A modification for the calculation of water depth profiles in oil-treated skin by in vivo confocal Raman microscopy [J].
Choe, Chunsik ;
Schleusener, Johannes ;
Choe, Sehyok ;
Lademann, Juergen ;
Darvin, Maxim E. .
JOURNAL OF BIOPHOTONICS, 2020, 13 (01)
[9]   Differentiating responses of lung cancer cell lines to Doxorubicin exposure: in vitro Raman micro spectroscopy, oxidative stress and bcl-2 protein expression [J].
Farhane, Zeineb ;
Bonnier, Franck ;
Maher, Marcus Alexander ;
Bryant, Jane ;
Casey, Alan ;
Byrne, Hugh James .
JOURNAL OF BIOPHOTONICS, 2017, 10 (01) :151-165
[10]   Combining confocal Raman microscopy and freeze-drying for quantification of substance penetration into human skin [J].
Franzen, Lutz ;
Anderski, Juliane ;
Planz, Viktoria ;
Kostka, Karl-Heinz ;
Windbergs, Maike .
EXPERIMENTAL DERMATOLOGY, 2014, 23 (12) :942-944