Quantification of biomolecules responsible for biomarkers in the surface-enhanced Raman spectra of bacteria using liquid chromatography-mass spectrometry

被引:31
作者
Chiu, Shirley Wen-Yu [1 ,2 ,3 ]
Cheng, Ho-Wen [1 ]
Chen, Zhi-Xin [1 ]
Wang, Huai-Hsien [1 ]
Lai, Ming-Yu [1 ]
Wang, Juen-Kai [1 ,4 ]
Wang, Yuh-Lin [1 ,5 ]
机构
[1] Acad Sinica, Inst Atom & Mol Sci, Taipei 10617, Taiwan
[2] Natl Tsing Hua Univ, Dept Chem, Hsinchu 30013, Taiwan
[3] Acad Sinica, Mol Sci & Technol program, Taiwan Int Grad Program, Taipei, Taiwan
[4] Natl Taiwan Univ, Ctr Condensed Matter Sci, Taipei 10617, Taiwan
[5] Natl Taiwan Univ, Dept Phys, Taipei 10617, Taiwan
关键词
SILVER NANOROD ARRAYS; NANOPARTICLE ARRAYS; SCATTERING; DISCRIMINATION; CLASSIFICATION; SPECTROSCOPY; STARVATION;
D O I
10.1039/c7cp07103e
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Recently, specific biomarkers in the surface-enhanced Raman scattering (SERS) spectra of bacteria have been successfully exploited for rapid bacterial antibiotic susceptibility testing (AST) - dubbed SERS-AST. The biomolecules responsible for these bacterial SERS biomarkers have been identified as several purine derivative metabolites involved in bacterial purine salvage pathways (W. R. Premasiri, J. C. Lee, A. Sauer-Budge, R. Theberge, C. E. Costello and L. D. Ziegler, Anal. Bioanal. Chem., 2016, 408, 4631). Here we quantified these metabolites in the SERS spectra of Staphylococcus aureus and Escherichia coli using ultraperformance liquid chromatography/electrospray ionization-mass spectrometry (UPLC/ESI-MS). The time dependences of the concentrations of these molecules were measured using C-13- or C-12-purine derivatives as internal and external standards respectively in UPLC/ESI-MS measurements. Surprisingly, a single S. aureus and an E. coli cell were found to release millions of adenine and hypoxanthine into a water environment in an hour respectively. Furthermore, simulated SERS spectra of bacterial supernatants based on the mixtures of purine derivatives with measured concentrations also show great similarity with those of the corresponding bacterial samples. Our results not only provide a quantitative foundation for the emerging SERS-AST method but also suggest the potential of exploiting SERS for in situ monitoring the changes in bacterial purine salvage processes in response to different physical and chemical challenges.
引用
收藏
页码:8032 / 8041
页数:10
相关论文
共 37 条
[1]   Absolute quantitation of intracellular metabolite concentrations by an isotope ratio-based approach [J].
Bennett, Bryson D. ;
Yuan, Jie ;
Kimball, Elizabeth H. ;
Rabinowitz, Joshua D. .
NATURE PROTOCOLS, 2008, 3 (08) :1299-1311
[2]   Light scattering from 2D arrays of monodispersed Ag-nanoparticles separated by tunable nano-gaps: spectral evolution and analytical analysis of plasmonic coupling [J].
Biring, Sajal ;
Wang, Huai-Hsien ;
Wang, Juen-Kai ;
Wang, Yuh-Lin .
OPTICS EXPRESS, 2008, 16 (20) :15312-15324
[3]   Conservation of the metabolomic response to starvation across two divergent microbes [J].
Brauer, Matthew J. ;
Yuan, Jie ;
Bennett, Bryson D. ;
Lu, Wenyun ;
Kimball, Elizabeth ;
Botstein, David ;
Rabinowitz, Joshua D. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (51) :19302-19307
[4]   Revealing local, enhanced optical field characteristics of Au nanoparticle arrays with 10 nm gap using scattering-type scanning near-field optical microscopy [J].
Cheng, Tian-You ;
Wang, Hui-Hsien ;
Chang, Sheng Hsiung ;
Chu, Jen-You ;
Lee, Juen-Haw ;
Wang, Yuh-Lin ;
Wang, Juen-Kai .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2013, 15 (12) :4275-4282
[5]   Silver nanorod arrays as a surface-enhanced Raman scattering substrate for foodborne pathogenic bacteria detection [J].
Chu, Hsiaoyun ;
Huang, Yaowen ;
Zhao, Yiping .
APPLIED SPECTROSCOPY, 2008, 62 (08) :922-931
[6]  
COLTHUP NB, 1990, INTRO INFRARED RAMAN, pCH13
[7]   In Situ Study of the Antibacterial Activity and Mechanism of Action of Silver Nanoparticles by Surface-Enhanced Raman Spectroscopy [J].
Cui, Li ;
Chen, Pengyu ;
Chen, Shaode ;
Yuan, Zhihua ;
Yu, Changping ;
Ren, Bin ;
Zhang, Kaisong .
ANALYTICAL CHEMISTRY, 2013, 85 (11) :5436-5443
[8]   Climate change and emerging infectious diseases [J].
Epstein, PR .
MICROBES AND INFECTION, 2001, 3 (09) :747-754
[9]   Detecting Food- and Waterborne Viruses by Surface-Enhanced Raman Spectroscopy [J].
Fan, Cui ;
Hu, Zhiqiang ;
Riley, Lela K. ;
Purdy, Gregory A. ;
Mustapha, Azlin ;
Lin, Mengshi .
JOURNAL OF FOOD SCIENCE, 2010, 75 (05) :M302-M307
[10]   Insights into the modeling of adsorption isotherm systems [J].
Foo, K. Y. ;
Hameed, B. H. .
CHEMICAL ENGINEERING JOURNAL, 2010, 156 (01) :2-10