Metabolic Phenotyping and Strain Characterisation of Pseudomonas aeruginosa Isolates from Cystic Fibrosis Patients Using Rapid Evaporative Ionisation Mass Spectrometry

被引:24
作者
Bardin, Emmanuelle E. [1 ]
Cameron, Simon J. S. [1 ]
Perdones-Montero, Alvaro [1 ]
Hardiman, Kate [1 ]
Bolt, Frances [1 ]
Alton, Eric W. F. W. [2 ]
Bush, Andrew [2 ,3 ]
Davies, Jane C. [2 ,3 ]
Takats, Zoltan [1 ]
机构
[1] Imperial Coll London, Dept Surg & Canc, London, England
[2] Imperial Coll London, Natl Heart & Lung Inst, London, England
[3] Royal Brompton & Harefield NHS Fdn Trust, Dept Paediat Resp Med, London, England
基金
英国生物技术与生命科学研究理事会;
关键词
P; AERUGINOSA; QUINOLONE SIGNAL; MALDI; TIME; RHAMNOLIPIDS; SEQUENCE; IDENTIFICATION; MECHANISMS; DIVERSITY; BACTERIA;
D O I
10.1038/s41598-018-28665-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Rapid evaporative ionisation mass spectrometry (REIMS) is a novel technique for the real-time analysis of biological material. It works by conducting an electrical current through a sample, causing it to rapidly heat and evaporate, with the analyte containing vapour channelled to a mass spectrometer. It was used to characterise the metabolome of 45 Pseudomonas aeruginosa (P. aeruginosa) isolates from cystic fibrosis (CF) patients and compared to 80 non-CF P. aeruginosa. Phospholipids gave the highest signal intensity; 17 rhamnolipids and 18 quorum sensing molecules were detected, demonstrating that REIMS has potential for the study of virulence-related metabolites. P. aeruginosa isolates obtained from respiratory samples showed a higher diversity, which was attributed to the chronic nature of most respiratory infections. The analytical sensitivity of REIMS allowed the detection of a metabolome that could be used to classify individual P. aeruginosa isolates after repeated culturing with 81% accuracy, and an average 83% concordance with multilocus sequence typing. This study underpins the capacities of REIMS as a tool with clinical applications, such as metabolic phenotyping of the important CF pathogen P. aeruginosa, and highlights the potential of metabolic fingerprinting for fine scale characterisation at a sub-species level.
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页数:10
相关论文
共 42 条
[1]   Repeatability and reproducibility of desorption electrospray ionization-mass spectrometry (DESI-MS) for the imaging analysis of human cancer tissue: a gateway for clinical applications [J].
Abbassi-Ghadi, Nima ;
Jones, Emrys A. ;
Veselkov, Kirill A. ;
Huang, Juzheng ;
Kumar, Sacheen ;
Strittmatter, Nicole ;
Golf, Ottmar ;
Kudo, Hiromi ;
Goldin, Robert D. ;
Hanna, George B. ;
Takats, Zoltan .
ANALYTICAL METHODS, 2015, 7 (01) :71-80
[2]   Rhamnolipids: diversity of structures, microbial origins and roles [J].
Abdel-Mawgoud, Ahmad Mohammad ;
Lepine, Francois ;
Deziel, Eric .
APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 2010, 86 (05) :1323-1336
[3]  
Barr HL, 2017, J CYST FIBROS, V16, P230, DOI [10.1016/j.jcf.2016.10.005, 10.1016/j.jcf.2017.09.008]
[4]   Rhamnolipids mediate detachment of Pseudomonas aeruginosa from biofilms [J].
Boles, BR ;
Thoendel, M ;
Singh, PK .
MOLECULAR MICROBIOLOGY, 2005, 57 (05) :1210-1223
[5]   Automated High-Throughput Identification and Characterization of Clinically Important Bacteria and Fungi using Rapid Evaporative Ionization Mass Spectrometry [J].
Bolt, Frances ;
Cameron, Simon J. S. ;
Karancsi, Tamas ;
Simon, Daniel ;
Schaffer, Richard ;
Rickards, Tony ;
Hardirnan, Kate ;
Burke, Adam ;
Bodai, Zsolt ;
Perdones-Montero, Alvaro ;
Rebec, Monica ;
Balog, Julia ;
Takats, Zoltan .
ANALYTICAL CHEMISTRY, 2016, 88 (19) :9419-9426
[6]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[7]   Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry Identifies Pseudomonas aeruginosa High-Risk Clones [J].
Cabrolier, Nadege ;
Sauget, Marlene ;
Bertrand, Xavier ;
Hocquet, Didier .
JOURNAL OF CLINICAL MICROBIOLOGY, 2015, 53 (04) :1395-1398
[8]   Solubility and bioactivity of the Pseudomonas quinolone signal are increased by a Pseudomonas aeruginosa-produced surfactant [J].
Calfee, MW ;
Shelton, JG ;
McCubrey, JA ;
Pesci, EC .
INFECTION AND IMMUNITY, 2005, 73 (02) :878-882
[9]   Strain-dependent diversity in the Pseudomonas aeruginosa quorum-sensing regulon [J].
Chugani, Sudha ;
Kim, Byoung Sik ;
Phattarasukol, Somsak ;
Brittnacher, Mitchell. J. ;
Choi, Sang Ho ;
Harwood, Caroline S. ;
Greenberg, E. Peter .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (41) :E2823-E2831
[10]   Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry: a Fundamental Shift in the Routine Practice of Clinical Microbiology [J].
Clark, Andrew E. ;
Kaleta, Erin J. ;
Arora, Amit ;
Wolk, Donna M. .
CLINICAL MICROBIOLOGY REVIEWS, 2013, 26 (03) :547-603