A MALDI-TOF MS library for rapid identification of human commensal gut bacteria from the class Clostridia

梭状芽孢杆菌 基质辅助激光解吸/电离 生物 细菌 微生物学 鉴定(生物学) 计算生物学 梭菌 遗传学 化学 植物 有机化学 吸附 解吸
作者
Paul Tetteh Asare,Chi-Hsien Lee,Vera Hürlimann,Youzheng Teo,Aline Cuénod,Nermin Akduman,Cordula Gekeler,Afrizal Afrizal,Myriam Corthesy,Claire Kohout,Vincent Thomas,Tomas de Wouters,Gilbert Greub,Thomas Clavel,Eric G. Pamer,Adrian Egli,Lisa Maier,Pascale Vonaesch
出处
期刊:Frontiers in Microbiology [Frontiers Media SA]
卷期号:14
标识
DOI:10.3389/fmicb.2023.1104707
摘要

Introduction Microbial isolates from culture can be identified using 16S or whole-genome sequencing which generates substantial costs and requires time and expertise. Protein fingerprinting via Matrix-assisted Laser Desorption Ionization–time of flight mass spectrometry (MALDI-TOF MS) is widely used for rapid bacterial identification in routine diagnostics but shows a poor performance and resolution on commensal bacteria due to currently limited database entries. The aim of this study was to develop a MALDI-TOF MS plugin database (CLOSTRI-TOF) allowing for rapid identification of non-pathogenic human commensal gastrointestinal bacteria. Methods We constructed a database containing mass spectral profiles (MSP) from 142 bacterial strains representing 47 species and 21 genera within the class Clostridia . Each strain-specific MSP was constructed using >20 raw spectra measured on a microflex Biotyper system (Bruker-Daltonics) from two independent cultures. Results For validation, we used 58 sequence-confirmed strains and the CLOSTRI-TOF database successfully identified 98 and 93% of the strains, respectively, in two independent laboratories. Next, we applied the database to 326 isolates from stool of healthy Swiss volunteers and identified 264 (82%) of all isolates (compared to 170 (52.1%) with the Bruker-Daltonics library alone), thus classifying 60% of the formerly unknown isolates. Discussion We describe a new open-source MSP database for fast and accurate identification of the Clostridia class from the human gut microbiota. CLOSTRI-TOF expands the number of species which can be rapidly identified by MALDI-TOF MS.
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