Discrimination of Aspergillus isolates at the species and strain level by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry fingerprinting

被引:103
作者
Hettick, Justin M. [1 ]
Green, Brett J. [1 ]
Buskirk, Amanda D. [1 ]
Kashon, Michael L. [1 ]
Slaven, James E. [1 ]
Janotka, Erika [1 ]
Blachere, Francoise M. [1 ]
Schmechel, Detlef [1 ]
Beezhold, Donald H. [1 ]
机构
[1] NIOSH, Ctr Dis Control & Prevent, Hlth Effects Lab Div, Morgantown, WV 26505 USA
关键词
MALDI; fingerprinting; fungi; Aspergillus; mass spectrometry;
D O I
10.1016/j.ab.2008.05.051
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) was used to generate highly reproducible mass spectral fingerprints for 12 species of fungi of the genus Aspergillus and 5 different strains of Aspergillus favus. Prior to MALDI-TOF MS analysis, the fungi were subjected to three 1-min bead beating cycles in an acetonitrile/trifluoroacetic acid solvent. The mass spectra contain abundant peaks in the range of 5 to 20 kDa and may be used to discriminate between species unambiguously. A discriminant analysis using all peaks from the MALDI-TOF MS data yielded error rates for classification of 0 and 18.75% for resubstitution and cross-validation methods, respectively. If a subset of 28 significant peaks is chosen, resubstitution and cross-validation error rates are 0%. Discriminant analysis of the MALDI-TOF MS data for 5 strains of A. flavus using all peaks yielded error rates for classification of 0 and 5% for resubstitution and cross-validation methods, respectively. These data indicate that MALDI-TOF MS data may be used for unambiguous identification of members of the genus Aspergillus at both the species and strain levels. Published by Elsevier Inc.
引用
收藏
页码:276 / 281
页数:6
相关论文
共 33 条
[1]   Characterization of protein biomarkers desorbed by MALDI from whole fungal cells [J].
Amiri-Eliasi, BJ ;
Fenselau, C .
ANALYTICAL CHEMISTRY, 2001, 73 (21) :5228-5231
[2]   Monitoring the growth of a bacteria culture by MALDI-MS of whole cells [J].
Arnold, RJ ;
Karty, JA ;
Ellington, AD ;
Reilly, JP .
ANALYTICAL CHEMISTRY, 1999, 71 (10) :1990-1996
[3]  
Bernardo K, 2002, PROTEOMICS, V2, P747, DOI 10.1002/1615-9861(200206)2:6<747::AID-PROT747>3.0.CO
[4]  
2-V
[5]   Is cross-validation better than resubstitution for ranking genes? [J].
Braga-Neto, U ;
Hashimoto, R ;
Dougherty, ER ;
Nguyen, DV ;
Carroll, RJ .
BIOINFORMATICS, 2004, 20 (02) :253-258
[6]   DIFFERENTIATION OF BACTERIA USING PROTEIN PROFILES FROM MATRIX-ASSISTED LASER-DESORPTION IONIZATION TIME-OF-FLIGHT MASS-SPECTROMETRY [J].
CAIN, TC ;
LUBMAN, DM ;
WEBER, WJ .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 1994, 8 (12) :1026-1030
[7]   Characterization of intact Penicillium spores by matrix-assisted laser desorption/ionization mass spectrometry [J].
Chen, HY ;
Chen, YC .
RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2005, 19 (23) :3564-3568
[8]   The rapid identification of intact microorganisms using mass spectrometry [J].
Claydon, MA ;
Davey, SN ;
EdwardsJones, V ;
Gordon, DB .
NATURE BIOTECHNOLOGY, 1996, 14 (11) :1584-1586
[9]   The new time-of-flight mass spectrometry [J].
Cotter, RJ .
ANALYTICAL CHEMISTRY, 1999, 71 (13) :445A-451A
[10]   Characterization of intact microorganisms by MALDI mass spectrometry [J].
Fenselau, C ;
Demirev, PA .
MASS SPECTROMETRY REVIEWS, 2001, 20 (04) :157-171