Title :
Simultaneous quantitative detection of tetracyclines derivatives by raman spectroscopy
Author :
Chen, Xiaoyun ; Liang, Weizi ; Yang, Chunmei ; Lin, Wang ; Bi, Minghai
Author_Institution :
Dept. of Biomed. Eng., Tianjin Univ., Tianjin, China
Abstract :
Our work was to develop a methodology to qualitatively and quantitatively detect tetracyclines (TCs) derivatives, such as doxycycline (DOTC) and oxytetracycline (OTC). The Raman spectra region of 500-1800 cm-1 reveals distinctive spectra features of TCs. We applied principal component analysis (PCA) to investigate the antibiotics composition from Raman spectra. The capability of the model was evaluated by partial least square analysis (PLS) with a leave-one-out-cross-validation method. The result shows the feasibility of simultaneous quantitative detection of tetracycline derivatives by portable Raman spectroscopy.
Keywords :
Raman spectra; biochemistry; drugs; least squares approximations; molecular biophysics; organic compounds; principal component analysis; PCA; antibiotics composition; doxycycline; leave one out cross validation method; oxytetracycline; partial least square analysis; portable Raman spectroscopy; principal component analysis; simultaneous quantitative detection; tetracycline derivatives; Antibiotics; Chemicals; Immune system; Microorganisms; Predictive models; Principal component analysis; Raman scattering; doxycyclin (DOTC); oxytetracycline (OTC); tetracyclines (TCs);
Conference_Titel :
Virtual Environments Human-Computer Interfaces and Measurement Systems (VECIMS), 2012 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4577-1758-1
DOI :
10.1109/VECIMS.2012.6273220