A novel metabolomic approach used for the comparison of Staphylococcus aureus planktonic cells and biofilm samples

被引:49
|
作者
Stipetic, Laurence H. [1 ,2 ]
Dalby, Matthew J. [3 ]
Davies, Robert L. [1 ]
Morton, Fraser R. [2 ]
Ramage, Gordon [4 ]
Burgess, Karl E. V. [1 ,2 ]
机构
[1] Univ Glasgow, Coll Med Vet & Life Sci, Inst Infect Immun & Inflammat, Glasgow, Lanark, Scotland
[2] Univ Glasgow, Wolfson Wohl Canc Res Ctr, Glasgow Poly, Garscube Estate, Bearsden G61 1QH, Scotland
[3] Univ Glasgow, Inst Mol Cell & Syst Biol, Glasgow, Lanark, Scotland
[4] Univ Glasgow, Sch Med, Coll Med Vet & Life Sci, Infect & Immun Res Grp,Glasgow Dent Sch, Glasgow, Lanark, Scotland
基金
英国工程与自然科学研究理事会; 英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
Metabolomics; Metabolite extraction; Biofilms; S; aureus; MASS-SPECTROMETRY DATA; GENE-EXPRESSION; EXTRACTION; SUSCEPTIBILITY; PROFILES; YEAST; DNA; MS;
D O I
10.1007/s11306-016-1002-0
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction Bacterial cell characteristics change significantly during differentiation between planktonic and biofilm states. While established methods exist to detect and identify transcriptional and proteomic changes, metabolic fluctuations that distinguish these developmental stages have been less amenable to investigation. Objectives The objectives of the study were to develop a robust reproducible sample preparation methodology for high throughput biofilm analysis and to determine differences between Staphylococcus aureus in planktonic and biofilm states. Methods The method uses bead beating in a chloroform/methanol/water extraction solvent to both disrupt cells and quench metabolism. Verification of the method was performed using liquid-chromatography-mass spectrometry. Raw mass-spectrometry data was analysed using an in-house bioinformatics pipe-line incorporating XCMS, MzMatch and in-house R-scripts, with identifications matched to internal standards and metabolite data-base entries. Results We have demonstrated a novel mechanical bead beating method that has been optimised for the extraction of the metabolome from cells of a clinical Staphylococcus aureus strain existing in a planktonic or biofilm state. This high-throughput method is fast and reproducible, allowing for direct comparison between different bacterial growth states. Significant changes in arginine biosynthesis were identified between the two cell populations. Conclusions The method described herein represents a valuable tool in studying microbial biochemistry at a molecular level. While the methodology is generally applicable to the lysis and extraction of metabolites from Gram positive bacteria, it is particularly applicable to biofilms. Bacteria that exist as a biofilm are shown to be highly distinct metabolically from their 'free living' counterparts, thus highlighting the need to study microbes in different growth states. Metabolomics can successfully distinguish between a planktonic and biofilm growth state. Importantly, this study design, incorporating metabolomics, could be optimised for studying the effects of antimicrobials and drug modes of action, potentially providing explanations and mechanisms of antibiotic resistance and to help devise new antimicrobials.
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页数:11
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