Cuénod Aline, Foucault Frédéric, Pflüger Valentin, Egli Adrian
Applied Microbiology Research, Department of Biomedicine, University of Basel, Basel, Switzerland.
Division of Clinical Bacteriology and Mycology, University Hospital Basel, Basel, Switzerland.
Front Cell Infect Microbiol. 2021 Mar 16;11:646648. doi: 10.3389/fcimb.2021.646648. eCollection 2021.
An accurate and timely identification of bacterial species is critical in clinical diagnostics. Species identification allows a potential first adaptation of empiric antibiotic treatments before the resistance profile is available. Matrix assisted Laser Desorption Ionization Time of Flight mass spectrometry (MALDI-TOF MS) is a widely used method for bacterial species identification. However, important challenges in species identification remain. These arise from (i) incomplete databases, (ii) close relatedness of species of interest, and (iii) spectral quality, which is currently vaguely defined.
We selected 47 clinically relevant bacterial isolates from 39 species, which can be challenging to identify by MALDI-TOF MS. We measured these isolates under various analytical conditions on two MALDI-TOF MS systems. First, we identified spectral features, which were associated with correct species identification in three different databases. Considering these features, we then systematically compared spectra produced with three different sample preparation protocols. In addition, we varied quantities of bacterial colony material applied and bacterial colony age.
We identified (i) the number of ribosomal marker peaks detected, (ii) the median relative intensity of ribosomal marker peaks, (iii) the sum of the intensity of all detected peaks, (iv) a high measurement precision, and (v) reproducibility of peaks to act as good proxies of spectral quality. We found that using formic acid, measuring bacterial colonies at a young age, and frequently calibrating the MALDI-TOF MS device increase mass spectral quality. We further observed significant differences in spectral quality between different bacterial taxa and optimal measurement conditions vary per taxon.
We identified and applied quality measures for MALDI-TOF MS and optimized spectral quality in routine settings. Phylogenetic marker peaks can be reproducibly detected and provide an increased resolution and the ability to distinguish between challenging species such as those within the complex, complex, or viridans streptococci.
准确且及时地鉴定细菌种类在临床诊断中至关重要。在获得耐药谱之前,细菌种类鉴定有助于对经验性抗生素治疗进行潜在的首次调整。基质辅助激光解吸电离飞行时间质谱(MALDI-TOF MS)是一种广泛用于细菌种类鉴定的方法。然而,在种类鉴定方面仍存在重大挑战。这些挑战源于:(i)数据库不完整;(ii)目标物种之间亲缘关系密切;(iii)光谱质量,目前其定义尚不明确。
我们从39个物种中挑选了47株临床相关的细菌分离株,这些分离株通过MALDI-TOF MS进行鉴定可能具有挑战性。我们在两个MALDI-TOF MS系统上的各种分析条件下对这些分离株进行了测量。首先,我们确定了在三个不同数据库中与正确物种鉴定相关的光谱特征。考虑到这些特征,我们随后系统地比较了三种不同样品制备方案产生的光谱。此外,我们改变了所应用的细菌菌落材料的量和细菌菌落的年龄。
我们确定了:(i)检测到的核糖体标记峰的数量;(ii)核糖体标记峰的相对强度中位数;(iii)所有检测到的峰的强度总和;(iv)高测量精度;(v)峰的重现性,可作为光谱质量的良好指标。我们发现使用甲酸、在细菌菌落年轻时进行测量以及频繁校准MALDI-TOF MS设备可提高质谱质量。我们还进一步观察到不同细菌分类群之间光谱质量存在显著差异,并且每个分类群的最佳测量条件各不相同。
我们确定并应用了MALDI-TOF MS的质量指标,并在常规环境中优化了光谱质量。系统发育标记峰能够被重现性地检测到,并提高了分辨率以及区分具有挑战性的物种(如在 复合体、 复合体或草绿色链球菌内的物种)的能力。