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利用液相常压基质辅助激光解析电离飞行时间质谱进行脂类谱分析鉴定细菌。

Bacterial identification by lipid profiling using liquid atmospheric pressure matrix-assisted laser desorption/ionization mass spectrometry.

机构信息

Department of Chemistry, University of Reading, Whiteknights, Reading, UK.

出版信息

Clin Chem Lab Med. 2020 Jun 25;58(6):930-938. doi: 10.1515/cclm-2019-0908.

Abstract

Background In recent years, mass spectrometry (MS) has been applied to clinical microbial biotyping, exploiting the speed of matrix-assisted laser desorption/ionization (MALDI) in recording microbe-specific MS profiles. More recently, liquid atmospheric pressure (AP) MALDI has been shown to produce extremely stable ion flux from homogenous samples and 'electrospray ionization (ESI)-like' multiply charged ions for larger biomolecules, whilst maintaining the benefits of traditional MALDI including high tolerance to contaminants, low analyte consumption and rapid analysis. These and other advantages of liquid AP-MALDI MS have been explored in this study to investigate its potential in microbial biotyping. Methods Genetically diverse bacterial strains were analyzed using liquid AP-MALDI MS, including clinically relevant species such as Escherichia coli, Staphylococcus aureus and Klebsiella pneumoniae. Bacterial cultures were subjected to a simple and fast extraction protocol using ethanol and formic acid. Extracts were spotted with a liquid support matrix (LSM) and analyzed using a Synapt G2-Si mass spectrometer with an in-house built AP-MALDI source. Results Each species produces a unique lipid profile in the m/z range of 400-1100, allowing species discrimination. Traditional (solid) MALDI MS produced spectra containing a high abundance of matrix-related clusters and an absence of lipid peaks. The MS profiles of the bacterial species tested form distinct clusters using principle component analysis (PCA) with a classification accuracy of 98.63% using a PCA-based prediction model. Conclusions Liquid AP-MALDI MS profiles can be sufficient to distinguish clinically relevant bacterial pathogens and other bacteria, based on their unique lipid profiles. The analysis of the lipid MS profiles is typically excluded from commercial instruments approved for clinical diagnostics.

摘要

背景 近年来,质谱(MS)已应用于临床微生物生物分型,利用基质辅助激光解吸/电离(MALDI)在记录微生物特异性 MS 谱方面的速度。最近,已经证明液体大气压(AP)MALDI 可以从均匀的样品中产生极其稳定的离子通量,并产生类似于电喷雾电离(ESI)的多电荷离子,用于更大的生物分子,同时保持传统 MALDI 的优势,包括对污染物的高容忍度、低分析物消耗和快速分析。在这项研究中,探索了液体 AP-MALDI MS 的这些和其他优势,以研究其在微生物生物分型中的潜力。

方法 使用液体 AP-MALDI MS 分析了遗传上多样化的细菌菌株,包括临床相关的物种,如大肠杆菌、金黄色葡萄球菌和肺炎克雷伯菌。细菌培养物使用乙醇和甲酸进行简单快速的提取方案。提取液用液体支持基质(LSM)点样,并使用 Synapt G2-Si 质谱仪和内部构建的 AP-MALDI 源进行分析。

结果 每种物种在 400-1100 m/z 范围内产生独特的脂质谱,允许物种区分。传统(固态)MALDI MS 产生的光谱中含有大量基质相关的簇,没有脂质峰。使用基于主成分分析(PCA)的预测模型,测试的细菌物种的 MS 谱形成了明显的聚类,分类准确率为 98.63%。

结论 基于其独特的脂质谱,液体 AP-MALDI MS 谱足以区分临床相关的细菌病原体和其他细菌。脂质 MS 谱的分析通常不包括商业上批准用于临床诊断的仪器。

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