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

被引:34
作者
Branquinho, Raquel [1 ]
Sousa, Clara [1 ,2 ]
Lopes, Joao [3 ,4 ]
Pintado, Manuela E. [5 ]
Peixe, Luisa V. [1 ]
Osorio, Hugo [6 ,7 ]
机构
[1] Univ Porto, Fac Farm, Dept Ciencias Biol, REQUIMTE,Lab Microbiol, P-4100 Porto, Portugal
[2] Univ Minho, Ctr Engn Biol, Braga, Portugal
[3] Univ Porto, Fac Farm, Dept Ciencias Quim, REQUIMTE,Lab Quim Aplicada, P-4100 Porto, Portugal
[4] Univ Catolica Portuguesa, Escola Super Biotecnol, CBQF, Ctr Biotecnol & Quim Fina, Porto, Portugal
[5] Univ Lisbon, Fac Farm, Dept Tecnol Farmaceut, P-1699 Lisbon, Portugal
[6] Univ Porto, Inst Patol & Imunol Mol, IPATIMUP, P-4100 Porto, Portugal
[7] Univ Porto, Fac Med, P-4100 Porto, Portugal
来源
PLOS ONE | 2014年 / 9卷 / 10期
关键词
DESORPTION IONIZATION-TIME; FLIGHT MASS-SPECTROMETRY; SPECIES IDENTIFICATION; RIBOSOMAL-PROTEINS; SUBTILIS; CLASSIFICATION; BACTERIA; CEREUS;
D O I
10.1371/journal.pone.0110127
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
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.
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页数:10
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