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Differentiation of Bacillus pumilus and Bacillus safensis Using MALDI-TOF-MS

机译:MALDI-TOF-MS鉴别短小芽孢杆菌和安全芽孢杆菌

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摘要

Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) despite being increasingly used as a method for microbial identification, still present limitations in which concerns the differentiation of closely related species. Bacillus pumillus and Bacillus safensis, are species of biotechnological and pharmaceutical significance, difficult to differentiate by conventional methodologies. In this study, using a well-characterized collection of B. pumillus and B. safensis isolates, we demonstrated the suitability of MALDI-TOF-MS combined with chemometrics to accurately and rapidly identify them. Moreover, characteristic species-specific ion masses were tentatively assigned, using UniProtKB/Swiss-Prot and UniProtKB/TrEMBL databases and primary literature. Delineation of B. pumilus (ions at m/z 5271 and 6122) and B. safensis (ions at m/z 5288, 5568 and 6413) species were supported by a congruent characteristic protein pattern. Moreover, using a chemometric approach, the score plot created by partial least square discriminant analysis (PLSDA) of mass spectra demonstrated the presence of two individualized clusters, each one enclosing isolates belonging to a species-specific spectral group. The generated pool of species-specific proteins comprised mostly ribosomal and SASPs proteins. Therefore, in B. pumilus the specific ion at m/z 5271 was associated with a small acid-soluble spore protein (SASP O) or with 50S protein L35, whereas in B. safensis specific ions at m/z 5288 and 5568 were associated with SASP J and P, respectively, and an ion at m/z 6413 with 50S protein L32. Thus, the resulting unique protein profile combined with chemometric analysis, proved to be valuable tools for B. pumilus and B. safensis discrimination, allowing their reliable, reproducible and rapid identification.
机译:尽管基质辅助激光解吸/电离飞行时间质谱(MALDI-TOF-MS)被越来越多地用作微生物鉴定的方法,但仍存在局限性,其中涉及到密切相关物种的分化。枯草芽孢杆菌和安全芽孢杆菌是具有生物技术和药学意义的物种,难以通过常规方法进行区分。在这项研究中,我们使用了特征丰富的B. pumillus和B. safensis分离株,我们证明了MALDI-TOF-MS与化学计量学相结合的准确性和快速性。此外,使用UniProtKB / Swiss-Prot和UniProtKB / TrEMBL数据库和主要文献初步确定了特定物种的特征离子质量。一致的特征性蛋白质模式支持了短双歧杆菌(离子在m / z 5271和6122处)和安全杆菌(离子在m / z 5288、5568和6413处)的描述。此外,使用化学计量学方法,通过质谱的偏最小二乘判别分析(PLSDA)创建的分数图证明了存在两个单独的簇,每个簇都包含属于物种特异性光谱组的分离株。生成的物种特异性蛋白库主要包含核糖体蛋白和SASPs蛋白。因此,在短小芽孢杆菌中,m / z 5271处的特定离子与较小的酸溶性孢子蛋白(SASP O)或与50S蛋白L35相关,而在安全性芽孢杆菌中,m / z 5288和5568处的特定离子相关分别使用SASP J和P,以及在m / z 6413处具有50S蛋白L32的离子。因此,所得到的独特的蛋白质谱与化学计量分析相结合,被证明是鉴别短小芽孢杆菌和安全芽孢杆菌的有价值的工具,从而使其可靠,可重复和快速地鉴定。

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