Santos Tiago, Capelo José Luis, Santos Hugo M, Oliveira Irene, Marinho Catarina, Gonçalves Alexandre, Araújo José Eduardo, Poeta Patrícia, Igrejas Gilberto
Institute for Biotechnology and Bioengineering, Centre of Genomics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal; Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.
Bioscope Group, Departamento de Química, Faculdade de Ciências e Tecnologia, FCT, Universidade Nova de Lisboa, Caparica, Portugal; REQUIMTE, Departamento de Química, Faculdade de Ciências e Tecnologia, FCT, Universidade Nova de Lisboa, Caparica, Portugal.
J Proteomics. 2015 Sep 8;127(Pt B):321-31. doi: 10.1016/j.jprot.2015.02.017. Epub 2015 Mar 6.
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) is a faster and more accurate method to identify intact bacteria than conventional microbiology and/or molecular biology methods. The MALDI-TOF MS method is potentially applicable in diagnostic laboratories to characterize commensal bacterial species, some of which are major pathogens, from human or animal gastrointestinal tracts. The aim of this study was to analyze at the cluster and statistical level the capacity of MALDI-TOF MS to distinguish between previously characterized enterococci and Escherichia coli isolated from wild birds of the Azores archipelago. Soluble proteins were extracted from intact cell cultures of 60 isolates of Enterococcus spp. and 60 isolates of E. coli by an expedient method. MALDI-TOF MS was used to obtain 1200 mass spectra that were statistically analyzed and compared. A total of 215 distinct mass-to-charge (m/z) peaks were obtained, including a peak at m/z 4428±3, which is exclusively found in spectra from Enterococcus isolates, and peaks at m/z 5379±3 and m/z 6253±3, which are only detected in spectra from E. coli isolates. By processing mass spectra and analyzing them statistically with MassUp software, including principal component analysis (PCA) and clustering, it was possible to correctly distinguish between isolates of Enterococcus and Escherichia genera. The results of the proteomic analysis confirm that these tools could be used to characterize whole bacterial cells. In the future, with an optimized protocol for obtaining plasmid-associated proteins and the further development of bioinformatics methods, it is likely that mass peak characteristic of antimicrobial resistance will be detected, increasing the potential usefulness of MALDI-TOF in routine clinical assays.
This study highlights the importance of MALDI-TOF MS in the rapid and reliable identification of bacteria by whole-cell analysis. The mass spectrometry approach performed in this study further contributes for the microbial biomarker discovery culminating in a preferable bacteria identification and antimicrobial resistance tool for the future of clinical microbiology. This article is part of a Special Issue entitled: HUPO 2014.
基质辅助激光解吸/电离飞行时间质谱(MALDI-TOF MS)是一种比传统微生物学和/或分子生物学方法更快、更准确的完整细菌鉴定方法。MALDI-TOF MS方法有可能应用于诊断实验室,以鉴定来自人类或动物胃肠道的共生细菌种类,其中一些是主要病原体。本研究的目的是在聚类和统计层面分析MALDI-TOF MS区分先前鉴定的从亚速尔群岛野生鸟类中分离出的肠球菌和大肠杆菌的能力。通过一种简便方法从60株肠球菌属菌株和60株大肠杆菌菌株的完整细胞培养物中提取可溶性蛋白质。使用MALDI-TOF MS获得1200个质谱图,并进行统计分析和比较。总共获得了215个不同的质荷比(m/z)峰,包括仅在肠球菌分离株光谱中发现的m/z 4428±3处的峰,以及仅在大肠杆菌分离株光谱中检测到的m/z 5379±3和m/z 6253±3处的峰。通过使用MassUp软件处理质谱图并进行包括主成分分析(PCA)和聚类在内的统计分析,可以正确区分肠球菌属和大肠杆菌属的分离株。蛋白质组学分析结果证实,这些工具可用于表征整个细菌细胞。未来,通过优化获取质粒相关蛋白质的方案以及进一步开发生物信息学方法,有可能检测到抗菌抗性的质量峰特征,从而增加MALDI-TOF在常规临床检测中的潜在用途。
本研究强调了MALDI-TOF MS在通过全细胞分析快速可靠鉴定细菌方面的重要性。本研究中进行的质谱分析方法进一步有助于发现微生物生物标志物,最终为临床微生物学的未来提供一种更好的细菌鉴定和抗菌抗性工具。本文是名为:HUPO 2014的特刊的一部分。